WO2021184174A1 - Information push method and apparatus, and electronic device and storage medium - Google Patents

Information push method and apparatus, and electronic device and storage medium Download PDF

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Publication number
WO2021184174A1
WO2021184174A1 PCT/CN2020/079563 CN2020079563W WO2021184174A1 WO 2021184174 A1 WO2021184174 A1 WO 2021184174A1 CN 2020079563 W CN2020079563 W CN 2020079563W WO 2021184174 A1 WO2021184174 A1 WO 2021184174A1
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WIPO (PCT)
Prior art keywords
browser
webpage
target
browsers
recommended
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Application number
PCT/CN2020/079563
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French (fr)
Chinese (zh)
Inventor
郭子亮
Original Assignee
深圳市欢太科技有限公司
Oppo广东移动通信有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Application filed by 深圳市欢太科技有限公司, Oppo广东移动通信有限公司 filed Critical 深圳市欢太科技有限公司
Priority to PCT/CN2020/079563 priority Critical patent/WO2021184174A1/en
Priority to CN202080094523.0A priority patent/CN115004180A/en
Publication of WO2021184174A1 publication Critical patent/WO2021184174A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions

Definitions

  • This application relates to the field of Internet technology, and more specifically, to an information push method, device, electronic equipment, and storage medium.
  • this application proposes an information push method, device, electronic equipment, and storage medium.
  • an embodiment of the present application provides an information push method applied to an electronic device, and the method includes: when an access request to a webpage link in an application is detected, acquiring multiple browsers currently installed; acquiring a target The user’s webpage visit portrait and the browser portrait of each browser in the plurality of browsers, the webpage visit portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browser portrait is used to characterize The functional characteristics and performance characteristics of the browser; determine the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait; use the browser to be recommended as the link to the webpage The browser pushes.
  • an embodiment of the present application provides an information pushing device, which is applied to an electronic device.
  • the device includes: a first acquisition module, a second acquisition module, a browser determination module, and a browser push module, wherein the The first obtaining module is used to obtain multiple browsers currently installed when a request to access a webpage link in the application is detected; the second obtaining module is used to obtain a webpage access portrait of the target user and the multiple browsers
  • the browser portrait of each browser in the browser, the webpage visit portrait is used to characterize the webpage characteristics of the webpage visited by the target user in history, and the browser portrait is used to characterize the functional characteristics and performance characteristics of the browser;
  • the browsing The browser determining module is used to determine the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait; the browser pushing module is used to use the browser to be recommended as the visiting location The browser of the webpage link is pushed.
  • an embodiment of the present application provides an electronic device, including: one or more processors; a memory; one or more application programs, wherein the one or more application programs are stored in the memory and It is configured to be executed by the one or more processors, and the one or more programs are configured to execute the information pushing method provided in the above-mentioned first aspect.
  • an embodiment of the present application provides a computer-readable storage medium.
  • the computer-readable storage medium stores program code, and the program code can be invoked by a processor to execute the information provided in the first aspect. Push method.
  • the solution provided by this application acquires multiple currently installed browsers when an electronic device detects a request to access a webpage link in an application, acquires the webpage access portrait of the target user, and the browser of each of the multiple browsers Portrait, where the webpage visit portrait is used to characterize the webpage characteristics of the webpage visited by the target user in the history, the browser portrait is used to characterize the functional and performance characteristics of the browser, and then according to the webpage visit portrait and the browser portrait, from the above multiple
  • the browser to be recommended is determined in the browser, and the browser to be recommended is pushed as the browser that visits the web page link. Therefore, it is possible to implement browser recommendations based on the user's webpage access profile and browser profile when accessing the webpage in the application, which facilitates the user's choice of browser and improves the user experience.
  • Fig. 1 shows a flowchart of an information pushing method according to an embodiment of the present application.
  • Fig. 2 shows a flowchart of an information pushing method according to another embodiment of the present application.
  • Fig. 3 shows a flowchart of an information pushing method according to another embodiment of the present application.
  • Fig. 4 shows a flowchart of step S430 in the information pushing method provided by another embodiment of the present application.
  • Fig. 5 shows a flowchart of an information pushing method according to still another embodiment of the present application.
  • Fig. 6 shows a flowchart of an information pushing method according to still another embodiment of the present application.
  • Fig. 7 shows a flowchart of an information pushing method according to yet another embodiment of the present application.
  • Fig. 8 shows a block diagram of an information pushing device according to an embodiment of the present application.
  • Fig. 9 is a block diagram of an electronic device for executing the information pushing method according to an embodiment of the present application.
  • FIG. 10 is a storage unit for storing or carrying program code for implementing the information pushing method according to the embodiment of the present application according to an embodiment of the present application.
  • the configuration of electronic devices is getting higher and higher, and multiple browsers are often installed in the electronic devices.
  • a user uses an electronic device, there will be a situation in which the user visits a webpage in the application, that is, when a webpage link is opened in an application, the electronic device will bring up the selection panel of the installed browser in the background, and the user can access the webpage from Select a browser in the selection panel to open and access web links.
  • the inventor proposed the information push method, device, electronic device, and storage medium provided by the embodiments of the present application.
  • the browser is based on the user's web page access portrait and browser portrait.
  • the specific information pushing method will be described in detail in the subsequent embodiments.
  • FIG. 1 shows a schematic flowchart of an information pushing method provided by an embodiment of the present application.
  • the information pushing method is applied to the information pushing device 400 as shown in FIG. 8 and the electronic device 100 configured with the information pushing device 400 (FIG. 9 ).
  • the following will take an electronic device as an example to illustrate the specific process of this embodiment.
  • the electronic device applied in this embodiment can be a mobile terminal, a tablet computer, a smart watch, a notebook computer, a PC computer, etc., here Not limited.
  • the following will elaborate on the process shown in FIG. 1, and the information pushing method may specifically include the following steps:
  • Step S110 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • the electronic device can perform actual detection of the access request to the webpage link that occurs when the webpage link is opened in each application. For example, if a user clicks on a webpage link in a short message in a short message, a visit to the webpage link can occur, which will initiate a request to the system to access the webpage link and call the browser; for another example, the user clicks on the other party in the chat software to send Link to the web page, will also generate an access request to the web page link and call the browser.
  • the access request to the webpage link in the application is not limited to the user's operation, and it can also be the access request to the webpage link automatically generated during the running of the application.
  • the electronic device can monitor the access request to the webpage link generated in the application. Specifically, the electronic device can monitor the invocation status of the browser to monitor the access request to the webpage link. For example, when an electronic device monitors a browser call from another application, it can be considered that it monitors an access request to a webpage link.
  • the BrowserActivity can be monitored in the Manifest to realize the monitoring of the access request of the webpage link in the application.
  • the specific method for the electronic device to detect the access request to the webpage link in the application may not be limited.
  • the electronic device when it detects a request to access a webpage link in an application, it can acquire multiple browsers currently installed in the electronic device. Specifically, the electronic device can obtain multiple browsers currently installed by detecting the installed applications and determining the browser type application from the installed applications. It is understandable that the number of the above-mentioned multiple browsers may be two or more than two browsers.
  • multiple installed browsers may be all the browsers installed on the electronic device, or some of the installed browsers.
  • Step S120 Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
  • the electronic device after determining the installed browser, can obtain the webpage access portrait of the target user and the browser portrait of each browser in the plurality of browsers.
  • the target user may be a user corresponding to the electronic device, or may be understood as a user of the electronic device.
  • the webpage visit portrait and the browser portrait can be pre-stored in the electronic device.
  • the electronic device pushes the browser, it can directly obtain the webpage visit portrait and the browser portrait of the target user; the electronic device can also download The server obtains the webpage access image and the browser image.
  • the webpage access profile can be used to characterize the webpage features of the webpages historically visited by the target user, and the browser profile can be used to characterize the functional features and performance characteristics of the browser.
  • the webpage visit portrait may be generated based on the historical data of the target user's historical visits to the webpage.
  • the historical data may include the website visited by the user, the type of webpage content (such as pictures, videos, articles, etc.), the network segment to which the visited domain name belongs, and so on.
  • the specific historical data may not be used as a limitation.
  • multiple dimensions of webpage access tags can be generated. These webpage access tags represent webpage characteristics of different dimensions. According to the multiple dimensions of webpage access tags, a user's webpage access portrait can be formed. It is understandable that, since the webpage access profile characterizes the webpage characteristics of the webpages visited by the user in the history, it also reflects the user's habit of visiting webpages, for example, which types of webpages they like to view.
  • the browser profile can be generated based on data such as functional parameters and performance parameters of the browser, and these data of the browser can be obtained from the server of the browser manufacturer.
  • the functional parameters and performance parameters of the browser it can be quantified to form functional tags and performance tags.
  • the functional tags and performance tags of the browser can form the browser portrait of the browser. It is understandable that because the browser portrait characterizes the functional and performance characteristics of the browser, it also reflects which scenarios the browser is suitable for, as well as the performance and effects in each scenario. For example, browser A is fast for image loading and feed flow. The layout is better. Browser B has fast image loading and 9-square format layout, and browser C has slow image loading and feed stream layout.
  • the order in which the electronic device obtains the multiple browsers currently installed, and obtains the webpage access portrait of the target user and the browser portrait of each browser in the multiple browsers may not be regarded as a limitation.
  • Step S130 According to the webpage access portrait and the browser portrait, determine the browser to be recommended from the plurality of browsers.
  • the webpage access portrait can reflect the user's habit of accessing the webpage, and the browser portrait can reflect which scenarios the browser is suitable for , And the performance and effects in each scenario, so the electronic device can determine the browser to be recommended from multiple browsers according to the obtained web page access portrait and the browser portrait of each browser, and push it to the target user for selection and use .
  • the electronic device may determine, based on the webpage access portrait, a webpage of a webpage type whose frequency of the target user's visit is greater than the specified frequency. Then, according to the determined webpage, the browser profile is used to determine a browser suitable for accessing the determined webpage among the plurality of browsers, and the determined browser is used as the browser to be recommended.
  • the electronic device may determine the first content type of the webpage content accessed by the target user that is greater than a specified frequency or a specified ratio based on the webpage access profile, and then determine the browser suitable for access based on the browser profile of the browser For the second content type of the webpage content, the first content type is matched with the second content type, and the browser matching the first content type is used as the browser to be recommended according to the matching result.
  • the manner in which the electronic device determines the browser to be recommended according to the webpage access portrait and the browser portrait may not be a limitation. It should be understood that the electronic device can learn which web pages the target user is accustomed to visit, web content, web page type, etc. according to the webpage access profile, and then can determine which is suitable for use according to the browser's functional and performance characteristics in the browser profile Browser to visit.
  • Step S140 Push the browser to be recommended as the browser that accesses the webpage link.
  • the determined browser to be recommended may be one, or two or more browsers, which is not limited here.
  • the electronic device can directly run the determined browser to be recommended, which avoids the problem that the user is difficult to select the browser; the electronic device can also push the browser to be recommended in the browser selection list , So that users can know the browser recommended by the electronic device.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Browser portrait, and then recommend the browser based on the webpage access portrait and the browser portrait. Not only can it avoid the user’s difficulty in choosing a browser, but the recommended browser can also be more suitable for the webpage link that the user needs to visit, which improves Improve the user’s online experience.
  • FIG. 2 shows a schematic flowchart of an information pushing method provided by another embodiment of the present application.
  • the information pushing method can be applied to the above-mentioned electronic devices. The following will describe the process shown in FIG. 2 in detail.
  • the information pushing method may specifically include the following steps:
  • Step S210 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • step S210 and step S220 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • Step S230 Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
  • the electronic device can determine the webpage according to the webpage access portrait and the browser portrait to determine the browser to be recommended according to the webpage access portrait.
  • the type of the target page whose characteristics match the characteristics of the pages visited by the target user in the history Habit. Therefore, the target webpage type can be subsequently used to determine the browser to be recommended.
  • the electronic device can calculate the matching degree between the webpage features of each webpage type and the webpage features of the webpages visited by the target user in the past. Specifically, the type of webpage content, website type, network segment and other characteristics can be calculated. According to the calculated matching degree, determine the target page type. For example, if the target user frequently visits a live basketball website, a live TV website, a live game website, etc., it can be determined that the target webpage type is a video website type.
  • the above are only examples and do not constitute a limitation on the actual solution.
  • the target webpage type determined by the electronic device may be one, or two or more.
  • Step S240 Determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser portrait, and use the target browser as the browser to be recommended.
  • the electronic device determines the target webpage type, it can determine the target browser used to access the target webpage type webpage from among the multiple installed browsers according to the browser portrait, that is, The target browser suitable for visiting the webpage of the target webpage type, and the determined target browser is used as the browser to be recommended.
  • the electronic device may determine the applicability value of the function applicable to each browser according to the browser portrait. For example, browser A can load videos and load videos faster, browser B can load videos and load videos slower, and browser C can load videos and load videos very fast, then browser A and browser
  • the applicability values of B and browser C for accessing video-type webpages are respectively quantified as 100, 80, and 60. Of course, the above quantified standards are only examples.
  • the electronic device determines the above applicable degree value, it can obtain the applicable degree value of the webpage used to access the target webpage type, and determine the highest applicable degree value or greater than the specified degree of use value according to the applicable degree value of each browser The target browser.
  • the manner in which the electronic device specifically determines the target browser for accessing the webpage of the target webpage type according to the browser profile may not be a limitation.
  • Step S250 Push the browser to be recommended as the browser that accesses the webpage link.
  • step S250 can refer to the content of the foregoing embodiment, which will not be repeated here.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the webpage of the target webpage type as the browser to be recommended according to the browser portrait to make the browser recommendation.
  • the target webpage type determined by the webpage visit portrait can reflect the webpage type that the target user is accustomed to visiting, and then select the browser used to access the webpage type to make recommendations, so that the recommended browser can access the webpage link, thereby Satisfy users' access requirements for web pages. It also avoids the user's difficulty in choosing a browser, and improves the user's online experience.
  • FIG. 3 shows a schematic flowchart of an information pushing method provided by another embodiment of the present application.
  • the information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 34.
  • the information pushing method may specifically include the following steps:
  • Step S310 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • Step S320 Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
  • step S310 and step S320 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • Step S330 Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
  • step S330 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • Step S340 Determine, according to the browser portrait, an evaluation parameter value for each of the plurality of browsers to access the webpage of the target webpage type.
  • the electronic device when the electronic device determines the target browser for accessing the webpage of the target webpage type according to the browser portrait, it can determine the target webpage type of each browser in the multiple browsers according to the browser portrait.
  • the value of the evaluation parameter of the page is used to characterize the degree of applicability of the browser for accessing the webpage of the target webpage type, and can also be understood as the effect of accessing the webpage of the target webpage type.
  • step S340 may include:
  • Step S341 Determine a function matching value for each browser to access the webpage of the target webpage type according to the functional characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type.
  • the electronic device can calculate the function matching value of the webpage of the target webpage type visited by each browser according to the functional characteristics in the browser portrait and the webpage characteristics of the target webpage type, where the function matching value can be understood as The degree to which the function of the browser matches the function of the content of the target page type webpage.
  • browser A has a very good rendering effect on pictures.
  • the function matching degree can be quantified as 100.
  • Browser B has a fair rendering effect on pictures.
  • the webpage characteristics of the target webpage type it can be determined that the webpages of the target webpage type are mainly pictures, and the function matching degree can be quantified as 70.
  • the above quantification method is only an example.
  • Step S342 Determine the performance matching value for each browser to access the webpage of the target webpage type according to the performance characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type.
  • the electronic device can calculate the performance matching value of the webpage of the target webpage type visited by each browser according to the performance characteristics in the browser portrait and the webpage characteristics of the target webpage type, where the performance matching value can be understood as The performance of the browser when accessing the target page type webpage.
  • browser A loads pictures very quickly.
  • the performance matching degree can be quantified as 100.
  • Browser B loads pictures slowly.
  • the webpage characteristics of the landing page type can determine that the webpages of the landing page type are mainly pictures, and the performance matching degree can be quantified as 60.
  • the above quantification method is only an example.
  • Step S343 According to the function matching value and the performance matching value, determine the evaluation parameter value for each browser to access the webpage of the target webpage type.
  • the electronic device can determine the evaluation parameter value of the webpage of the target webpage accessed by each browser according to the calculated function matching value and performance matching value.
  • the evaluation parameter value of the webpage of the target webpage accessed by each browser is determined, which can be the function matching value and performance matching value corresponding to each browser. By adding up, the evaluation parameter value of each browser can be obtained.
  • the evaluation parameter value of the webpage of the target webpage accessed by each browser is determined.
  • the preset weight distribution relationship may be preset, which represents the weight ratio of the function matching value and the performance matching value respectively. Through the distribution of weights, a suitable browser can be selected according to user needs and actual conditions.
  • the evaluation parameter value is obtained through the above method. Since the evaluation parameter value is determined according to the performance characteristics and functional characteristics of the browser, the determined evaluation parameter value can accurately reflect the applicability of the browser to access the target page type webpage , To facilitate the subsequent determination of a suitable browser for recommendation.
  • Step S350 According to the evaluation parameter value corresponding to each browser, determine the target browser whose evaluation parameter value meets the preset parameter value condition from the multiple browsers, and use the target browser as the to-be-recommended browser. Browser.
  • the electronic device after the electronic device calculates the evaluation parameter value, it can determine the target browser whose evaluation parameter value meets the preset parameter value condition according to the evaluation parameter value corresponding to each browser.
  • the preset parameter value condition may be that the evaluation parameter value is the highest, or the evaluation parameter value is greater than the set parameter value threshold.
  • the specific evaluation parameter value condition may not be a limitation.
  • the evaluation parameter value condition may also be that the evaluation parameter value ranks the top N in the ranking from high to low, and N is a positive integer.
  • the electronic device After determining the target browser, the electronic device can use the target browser as the browser to be recommended.
  • the specific parameter value threshold may not be used as a limitation.
  • the electronic device ranks multiple browsers according to the evaluation parameter value corresponding to each browser in the descending order of the evaluation parameter value to obtain the ranking result, and then according to the ranking result, from multiple browsers
  • the browser with the highest ranking among the browsers is used as the target browser.
  • the browser portrait can also be used to characterize user evaluation features of the browser.
  • the user evaluation features in the browser portrait can be generated based on the evaluation data of the browser. If there are multiple target browsers, before the electronic device uses the target browser as the browser to be recommended, the information pushing method may further include:
  • determine the favorable rate of each of the target browsers select the browser with the favorable rate greater than the specified favorable rate or the highest favorable rate from a plurality of the target browsers as the browser to be recommended .
  • the electronic device can determine the favorable rate of each browser according to the user evaluation characteristics, and select the browser with the favorable rate greater than the specified favorable rate or the highest favorable rate from multiple target browsers as the browser to be recommended . Therefore, the browser can be further screened, and the user's difficulty in selecting the browser can be reduced.
  • the browser profile can also be used to characterize the characteristics of the number of people who use the browser to visit web pages of various web page types. Among them, the characteristics of the number of people in the browser portrait can be generated based on the usage data of the browser, and the usage data can be obtained by the server of the browser manufacturer or the server of the device manufacturer. If there are multiple target browsers, before the electronic device uses the target browser as the browser to be recommended, the information pushing method may further include:
  • the characteristics of the number of people determine the number of users who use each of the target browsers to access the webpages of the target webpage type; select the browsers with the number of users greater than the specified number or the number of users from the multiple target browsers , As a browser to be recommended.
  • the electronic device can determine the number of users who use each target browser to access the webpage of the target webpage type according to the characteristics of the number of people, and select the browser with the number of users greater than the specified number or the number of users from the multiple target browsers. , As a browser to be recommended.
  • the number of users who use the browser to access the target page type webpage also reflects from the side which browser is more suitable for accessing the target page type webpage, so it can further filter the browser and reduce the user’s browser The choice is difficult. For example, the number of users who use browser B to open a certain type of webpage is 1 million, and the number of users who use browser C to open the same type of webpage is 1,000. That also shows from the side that browser B is targeting This type of webpage is more suitable, so when the target webpage type is also this type, then browser B is first recommended to the user.
  • Step S360 Push the browser to be recommended as the browser that accesses the webpage link.
  • step S360 can refer to the content of the foregoing embodiment, which will not be repeated here.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then determine the target webpage type according to the webpage access portrait, determine the evaluation parameter value of the webpage that each browser visits the target webpage type according to the browser portrait, and then determine the target that the evaluation parameter value meets the preset parameter value condition Browser, to recommend the browser.
  • the target webpage type determined through the webpage access profile can reflect the webpage type that the target user is accustomed to visiting, and then according to the evaluation parameter value of each browser determined by the browser profile, the browser suitable for accessing the webpage type can be selected, so that the The recommended browser is more suitable for accessing the webpage link, and various effects when accessing the webpage link are also better. And it can avoid the user's difficulty in selecting a browser, and improve the user's online experience.
  • FIG. 5 shows a schematic flowchart of an information pushing method provided by still another embodiment of the present application.
  • the information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 5 in detail.
  • the information pushing method may specifically include the following steps:
  • Step S410 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • step S410 may refer to the content of the foregoing embodiment, which will not be repeated here.
  • Step S420 Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the historical webpages visited by the target user and for characterizing The network environment characteristics when the target user visits the webpage in history, and the browser profile is used to characterize the functional characteristics and performance characteristics of the browser.
  • the webpage access profile can also be used to characterize the network environment characteristics of the target user when the target user accesses the webpage in history.
  • the characteristics of the network environment may be characteristics such as network type and network speed of the network accessed by the electronic device.
  • Step S430 Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
  • Step S440 According to the browser portrait, a target browser for accessing the webpage of the target webpage type is determined from the plurality of browsers.
  • step S430 and step S440 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • Step S450 If there are multiple target browsers and the target webpage type is a specified type, determine the network type of the network to which the electronic device is currently connected.
  • the electronic device may also access the profile according to the webpage The network features in, and the network that the electronic device is currently connected to, further filter the browser. Where the traffic consumption value is greater than the first traffic value, it indicates that the traffic consumption of the web page type is large, so it is necessary to consider the user's tolerance to the data network traffic.
  • the electronic device can obtain the network type of the currently connected network.
  • the network type can include a data network type (for example, a 3G network, a 4G network, etc.), a wireless local area network type (for example, a WiFi network), and so on.
  • Step S460 If the network type is a data network type, according to the characteristics of the network environment, determine the proportion of the data network type used by the target user when accessing the webpage in the history of all network types used.
  • the ratio of the data network type used by the target user in historically visiting webpages to all network types used may be the ratio of the number of times the network using the data network type visits the webpage to the total number of times the webpage is visited.
  • the ratio can be directly pre-generated in the webpage access portrait, that is, the ratio is a part of the characteristics of the network.
  • Step S470 If the ratio is less than a specified ratio, select a browser whose flow consumption value for accessing the webpage of the target webpage type meets the specified flow consumption condition from the multiple target browsers, as the browser to be recommended.
  • the electronic device after the electronic device determines the above ratio, it can determine whether the ratio is less than the specified ratio. If the ratio is less than the specified ratio, it means that the user does not use the data network frequently to access web pages, and he is unwilling to use too much data. Multi-data network traffic. Therefore, when the network type of the currently connected network is a data network type, and the above ratio is less than the specified ratio, you can select from multiple target browsers to visit the target page type webpage whose traffic consumption value meets the specified traffic consumption Conditional browser.
  • the specified flow consumption condition may be that the flow consumption value of visiting the webpage of the target page type is lower than the second flow value; the specified flow consumption condition may also be that the flow consumption value of the webpage of the target webpage type is the lowest.
  • the network type of the network to which the electronic device is currently connected is a wireless local area network type
  • all target browsers are regarded as browsers to be recommended.
  • the network type of the currently connected network is a data network type, and the ratio calculated above is less than or equal to the specified ratio, all target browsers are regarded as browsers to be recommended.
  • Step S480 Push the browser to be recommended as the browser that accesses the webpage link.
  • step S480 can refer to the content of the foregoing embodiment, which will not be repeated here.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the target page type webpage according to the browser portrait.
  • the target page type webpage consumes traffic
  • the user's network usage habits are determined based on the network type of the currently connected network and the webpage characteristics in the webpage access profile, and the target browser is further screened before browser recommendation is made.
  • the recommended browser can also be more suitable for the web page link that the user needs to visit, and it also avoids the data network traffic consumption when the user uses the data network to access the web page. , To enhance the user’s online experience.
  • FIG. 6 shows a schematic flowchart of an information pushing method provided by yet another embodiment of the present application.
  • the information pushing method can be applied to the above-mentioned electronic devices. The following will describe the process shown in FIG. 6 in detail.
  • the information pushing method may specifically include the following steps:
  • Step S510 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • Step S520 Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
  • Step S530 Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
  • Step S540 Determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser portrait.
  • steps S510 to S540 can refer to the content of the foregoing embodiment, which will not be repeated here.
  • Step S550 If there are multiple target browsers, obtain the device parameters of the electronic device.
  • the electronic device may also obtain its device parameters, and further filter the target browsers according to the device parameters.
  • the device parameters may include processor parameters, memory parameters, storage parameters, screen parameters, etc., and specific device parameters may not be limited.
  • Step S560 According to the device parameters, a browser that meets the specified operating condition is selected from a plurality of the target browsers as the browser to be recommended.
  • the electronic device can learn which target browser is suitable for running according to its device parameters. For example, if the screen parameters of the electronic device are not good, that is, the display effect is not good, then a target browser that has a normal rendering effect and runs smoother can be selected. For another example, if the memory of the electronic device is small, the target browser that occupies a small memory can be selected.
  • the above selection method is only an example, and does not constitute a limitation on the actual selection scheme.
  • the electronic device selects a browser that meets specified operating conditions from multiple target browsers as the browser to be recommended according to device parameters, which may include:
  • the device parameters determine the current remaining memory of the electronic device and the running memory value occupied by each target browser when running; obtain the running memory value corresponding to each target browser and the The difference of the current remaining memory; a browser with a difference greater than a specified threshold is selected from a plurality of the target browsers as the browser to be recommended.
  • the target browser may cause running stalls, and the difference is greater than the specified threshold , It means that the target browser can run smoothly.
  • the specific value of the designated threshold may not be regarded as a limitation.
  • the designated threshold may be 200 megabytes (Mb) or 500 Mb.
  • the electronic device may determine that it satisfies the requirements from among the multiple browsers other than the target browser.
  • the browser with the specified operating conditions is used as the browser to be recommended. It is understandable that the difference corresponding to each target browser is less than or equal to the specified threshold, which means that all the target browsers determined above are not suitable for the current operation, so other browsers can be selected as the browser to be recommended , To avoid stuttering when accessing the webpage.
  • Step S570 Push the browser to be recommended as the browser that accesses the webpage link.
  • step S570 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the webpage of the target webpage type according to the browser portrait.
  • the browser recommendation is made.
  • FIG. 7 shows a schematic flowchart of an information pushing method provided by yet another embodiment of the present application.
  • the information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 7 in detail.
  • the information pushing method may specifically include the following steps:
  • Step S610 When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
  • Step S620 Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
  • Step S630 Determine the browser to be recommended from the multiple browsers according to the webpage access portrait and the browser portrait.
  • steps S610 to S630 can refer to the content of the foregoing embodiment, which will not be repeated here.
  • Step S640 Display the selection list of the browser.
  • the electronic device when the electronic device pushes the browser to be recommended, it may display the browser selection list.
  • the selection list is used by the user to select a browser, and the selection list includes at least the above browsers to be recommended.
  • the display form of the browser to be recommended may not be a limitation, for example, it may be a pop-up display.
  • Step S650 Push the browser to be recommended in the selection list.
  • the electronic device may push the browser to be recommended in the selection list.
  • the electronic device can display the browser to be recommended at the target location in the selection list, that is, the selection icon corresponding to the browser to be recommended is displayed at the target location in the selection list, and the selection icon is used for Trigger the selection of the browser to be recommended.
  • the browsers in the selection list are arranged in a vertical column
  • the browsers to be recommended can be displayed in the top position; for example, when the browsers in the selection list are arranged in a horizontal row, the browsers to be recommended can be displayed in the left position .
  • the specific target location may not be a limitation.
  • the electronic device may display the browser to be recommended in the selection list in a target style, which is different from the display styles of other browsers in the selection list, that is, the selection icon corresponding to the browser to be recommended It is displayed in a target style, where the target style can be the selected icon of the target color and target font.
  • the target browser can be distinguished from other browsers, and it is convenient for the user to make a decision on the browser.
  • the electronic device may also obtain the use frequency of each of the multiple browsers to be recommended within a specified time period before the current time; according to the use frequency Sort the order in which the multiple browsers to be recommended are displayed in the selection list from high to low. Therefore, the user can make a better selection when selecting multiple browsers to be recommended.
  • the information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Browser portrait, and then determine the browser to be recommended according to the webpage access portrait and the browser portrait, and push the browser to be recommended in the browser selection list.
  • the browser to be recommended is pushed in the selection list, so that the user can clearly know which browsers are suitable for use, which facilitates the user's choice of browsers, and can avoid the user's browser
  • the problem of difficult selection, and the recommended browser can also be more suitable for the web page link that the user needs to visit, which improves the user’s online experience.
  • FIG. 8 shows a structural block diagram of an information pushing device 400 provided by an embodiment of the present application.
  • the information pushing device 400 uses the above-mentioned electronic equipment, and the information pushing device 400 includes: a first acquiring module 410, a second acquiring module 420, a browser determining module 430, and a browser pushing module 440.
  • the first obtaining module 410 is used to obtain multiple browsers currently installed when a request to access a webpage link in the application is detected;
  • the second obtaining module 420 is used to obtain a webpage access portrait of the target user and the multiple A browser portrait of each browser in the browser, where the webpage access portrait is used to characterize the webpage characteristics of the webpages historically visited by the target user, and the browser portrait is used to characterize the functional characteristics and performance characteristics of the browser; browsing;
  • the browser determination module 430 is configured to determine the browser to be recommended from the plurality of browsers according to the webpage access profile and the browser profile;
  • the browser push module 440 is configured to use the browser to be recommended as the access location The browser of the webpage link is pushed.
  • the browser determining module 430 may include: a first determining unit, configured to determine the target webpage type according to the webpage access profile, the webpage characteristics of the target webpage type and the webpages visited by the target user in history Webpage feature matching; a second determining unit, configured to determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser profile, and use the target browser as To be recommended browser.
  • the second determining unit may include: a parameter value determining subunit and a browser screening subunit.
  • the parameter value determination subunit is used to determine the evaluation parameter value of each browser of the plurality of browsers to access the webpage of the target webpage type according to the browser portrait;
  • the browser filtering subunit is used to determine the evaluation parameter value according to each browser The evaluation parameter value corresponding to the browser, the target browser whose evaluation parameter value meets the preset parameter value condition is determined from the plurality of browsers, and the target browser is used as the browser to be recommended.
  • the parameter value determining subunit may be specifically configured to: determine that each browser visits the target according to the functional characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type.
  • the function matching value of the webpage of the webpage type according to the performance characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type, it is determined that each browser accesses the webpage of the target webpage type According to the function matching value and the performance matching value, determine the evaluation parameter value for each browser to access the webpage of the target webpage type.
  • the parameter determination subunit determines the evaluation parameter value of each browser to access the webpage of the target webpage type according to the function matching value and the performance matching value, which may include: combining the matching value and The performance matching values are added, or weighted and summed according to a preset weight distribution relationship, to obtain the evaluation parameter value of the webpage of the target webpage type accessed by each browser.
  • the browser portrait is also used to characterize user evaluation features of the browser.
  • the information pushing device 400 may further include: a favorable rating obtaining module and a first screening module.
  • the favorable comment rate obtaining module is used for determining the favorable comment rate of each target browser according to the user evaluation characteristics if there are multiple target browsers before using the target browser as the browser to be recommended;
  • the first screening module is used to select the browser with the favorable favorable rate greater than the designated favorable favorable rate or the highest favorable favorable rate from a plurality of the target browsers as the browser to be recommended.
  • the browser profile is also used to characterize the characteristics of the number of people who use the browser to visit webpages of various webpage types.
  • the information pushing device 400 may further include: a number acquisition module and a second screening module.
  • the number of people acquisition module is used for determining the type of target webpage to use each of the target browsers to access the target webpage according to the characteristics of the number of people before the target browser is used as the browser to be recommended if there are multiple target browsers
  • the number of users of the webpage is used to select the browser with the number of users greater than the specified number or the number of users from the multiple target browsers as the browser to be recommended.
  • the webpage access profile is also used to characterize the characteristics of the network environment when the target user historically visits the webpage.
  • the information pushing device 400 may further include: a first network acquisition module, a second network acquisition module, a ratio acquisition module, and a third screening module.
  • the first network acquisition module is configured to determine the network type of the network to which the electronic device is currently connected if there are multiple target browsers before the target browser is used as the browser to be recommended; the second network The obtaining module is used for if the network type is a data network type; the ratio obtaining module is used for determining the proportion of all network types used by the target user when the target user historically visits the webpage using the data network type according to the characteristics of the network environment; The three-screening module is configured to, if the ratio is less than the specified ratio, select from a plurality of the target browsers a browser whose flow consumption value of the webpage of the target webpage type meets the specified flow consumption condition as the browser to be recommended.
  • the specified traffic consumption conditions include:
  • the traffic consumption value of visiting the webpage of the target page type is lower than the second traffic value
  • the traffic consumption value of visiting the webpage of the target webpage type is the lowest.
  • the browser determination module can also be used: if the network type is a wireless local area network type, or if the network type is a data network type, and the ratio is less than or equal to the specified ratio At the time, all target browsers are regarded as browsers to be recommended.
  • the information pushing device 400 may further include: a parameter acquisition module and a fourth screening module.
  • the parameter obtaining module is used to obtain the device parameters of the electronic device if there are multiple target browsers; the fourth screening module is used to select from a plurality of the target browsers satisfying the specified operation according to the device parameters
  • the conditional browser is regarded as the browser to be recommended.
  • the fourth screening module may include: a memory obtaining unit, a difference obtaining unit, and a screening execution unit.
  • the memory acquisition unit is used to determine the current remaining memory of the electronic device and the running memory value occupied by each target browser according to the device parameters;
  • the difference acquisition unit is used to obtain each target The difference between the running memory value corresponding to the browser and the current remaining memory;
  • the filtering execution unit is used to select a browser with a difference greater than a specified threshold from a plurality of the target browsers as the browser to be recommended.
  • the screening execution unit may be further configured to divide the target from the multiple browsers if the difference corresponding to each of the target browsers is less than or equal to the specified threshold. A browser other than the browser that meets the specified operating condition is determined as the browser to be recommended.
  • the browser pushing module may include: a list display unit for displaying a selection list of the browser; and a push execution unit for pushing the browser to be recommended in the selection list.
  • the push execution unit may be specifically configured to display the browser to be recommended at the target location in the selection list.
  • the push execution unit may also be specifically configured to: display the browser to be recommended on the pick list in a target style, where the target style is different from the display styles of other browsers in the pick list .
  • the browser push module may further include: a frequency acquisition unit and a sorting unit.
  • the frequency obtaining unit is configured to obtain the usage frequency of each browser to be recommended in the plurality of browsers to be recommended in a specified time period before the current time when there are multiple browsers to be recommended; the sorting unit is used to According to the order of the frequency of use from high to low, the order in which the plurality of browsers to be recommended are displayed in the selection list is sorted.
  • the coupling between the modules may be electrical, mechanical or other forms of coupling.
  • the functional modules in the various embodiments of the present application may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module.
  • the above-mentioned integrated modules can be implemented in the form of hardware or software functional modules.
  • the solution provided by this application when an electronic device detects a request to access a webpage link in an application, obtains multiple browsers currently installed, obtains the webpage access portrait of the target user, and each of the multiple browsers
  • the browser profile of the browser where the webpage visit profile is used to characterize the webpage characteristics of the webpage visited by the target user in the history, the browser profile is used to characterize the functional and performance characteristics of the browser, and then the webpage visit profile and the browser profile are used , Determine the browser to be recommended from the above multiple browsers, and push the browser to be recommended as the browser that visits the web page link.
  • it is possible to implement browser recommendation based on the user's webpage access profile and browser profile when accessing a webpage in the application which facilitates the user's selection of the browser and improves the user experience.
  • the electronic device 100 may be a device capable of running application programs, such as a mobile terminal, a tablet computer, a smart watch, a notebook computer, and a PC computer.
  • the electronic device 100 in this application may include one or more of the following components: a processor 110, a memory 120, and one or more application programs.
  • One or more application programs may be stored in the memory 120 and configured to be Or multiple processors 110 execute, and one or more programs are configured to execute the method described in the foregoing method embodiment.
  • the processor 110 may include one or more processing cores.
  • the processor 110 uses various interfaces and lines to connect various parts of the entire electronic device 100, and executes by running or executing instructions, programs, code sets, or instruction sets stored in the memory 120, and calling data stored in the memory 120.
  • Various functions and processing data of the electronic device 100 may adopt at least one of Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA), and Programmable Logic Array (PLA).
  • DSP Digital Signal Processing
  • FPGA Field-Programmable Gate Array
  • PDA Programmable Logic Array
  • the processor 110 may be integrated with one or a combination of a central processing unit (CPU), a graphics processing unit (GPU), a modem, and the like.
  • the CPU mainly processes the operating system, user interface, and application programs; the GPU is used for rendering and drawing of display content; the modem is used for processing wireless communication. It can be understood that the above-mentioned modem may not be integrated into the processor 110, but may be implemented by a communication chip alone.
  • the memory 120 may include random access memory (RAM) or read-only memory (Read-Only Memory).
  • the memory 120 may be used to store instructions, programs, codes, code sets or instruction sets.
  • the memory 120 may include a program storage area and a data storage area, where the program storage area may store instructions for implementing the operating system and instructions for implementing at least one function (such as touch function, sound playback function, image playback function, etc.) , Instructions used to implement the following various method embodiments, etc.
  • the storage data area can also store data (such as phone book, audio and video data, chat record data) created by the electronic device 100 during use.
  • FIG. 10 shows a structural block diagram of a computer-readable storage medium provided by an embodiment of the present application.
  • the computer-readable medium 800 stores program code, and the program code can be invoked by a processor to execute the method described in the foregoing method embodiment.
  • the computer-readable storage medium 800 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read Only Memory), EPROM, hard disk, or ROM.
  • the computer-readable storage medium 800 includes a non-transitory computer-readable storage medium.
  • the computer-readable storage medium 800 has storage space for the program code 810 for executing any method steps in the above-mentioned methods. These program codes can be read from or written into one or more computer program products.
  • the program code 810 may be compressed in a suitable form, for example.

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Abstract

Disclosed are an information push method and apparatus, and an electronic device and a storage medium. The information push method comprises: when a request for accessing a webpage link in an application is detected, acquiring a plurality of browsers which are currently installed; acquiring a webpage access image of a target user and a browser image of each browser among the plurality of browsers, wherein the webpage access image is used to represent the webpage features of webpages historically accessed by the target user, and the browser image is used to represent the functional features and performance features of the browser; according to the webpage access image and the browser image, determining a browser to be recommended from among the plurality of browsers; and taking the browser to be recommended as a browser for accessing the webpage link and then pushing same. The present application can facilitate a user in selecting a browser when accessing a webpage link in an application.

Description

信息推送方法、装置、电子设备及存储介质Information push method, device, electronic equipment and storage medium 技术领域Technical field
本申请涉及互联网技术领域,更具体地,涉及一种信息推送方法、装置、电子设备及存储介质。This application relates to the field of Internet technology, and more specifically, to an information push method, device, electronic equipment, and storage medium.
背景技术Background technique
随着科技水平和生活水平的快速发展,越来越多的人开始使用电脑或者手机等电子设备上网获取网络信息。通常情况下,人们通过浏览器来访问网页,以获得网络信息。目前,电子设备的配置越来越高,通常电子设备中安装有多个浏览器,而对于浏览器的选择成为了用户的难题。With the rapid development of technology and living standards, more and more people are beginning to use computers or mobile phones and other electronic devices to get online information. Normally, people visit web pages through a browser to obtain network information. At present, the configuration of electronic devices is getting higher and higher. Usually, multiple browsers are installed in the electronic device, and the choice of the browser has become a difficult problem for users.
发明内容Summary of the invention
鉴于上述问题,本申请提出了一种信息推送方法、装置、电子设备及存储介质。In view of the foregoing problems, this application proposes an information push method, device, electronic equipment, and storage medium.
第一方面,本申请实施例提供了一种信息推送方法,应用于电子设备,所述方法包括:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器;获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征;根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器;将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。In the first aspect, an embodiment of the present application provides an information push method applied to an electronic device, and the method includes: when an access request to a webpage link in an application is detected, acquiring multiple browsers currently installed; acquiring a target The user’s webpage visit portrait and the browser portrait of each browser in the plurality of browsers, the webpage visit portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browser portrait is used to characterize The functional characteristics and performance characteristics of the browser; determine the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait; use the browser to be recommended as the link to the webpage The browser pushes.
第二方面,本申请实施例提供了一种信息推送装置,应用于电子设备,所述装置包括:第一获取模块、第二获取模块、浏览器确定模块以及浏览器推送模块,其中,所述第一获取模块用于当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器;所述第二获取模块用于获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征;所述浏览器确定模块用于根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器;所述浏览器推送模块用于将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。In the second aspect, an embodiment of the present application provides an information pushing device, which is applied to an electronic device. The device includes: a first acquisition module, a second acquisition module, a browser determination module, and a browser push module, wherein the The first obtaining module is used to obtain multiple browsers currently installed when a request to access a webpage link in the application is detected; the second obtaining module is used to obtain a webpage access portrait of the target user and the multiple browsers The browser portrait of each browser in the browser, the webpage visit portrait is used to characterize the webpage characteristics of the webpage visited by the target user in history, and the browser portrait is used to characterize the functional characteristics and performance characteristics of the browser; the browsing The browser determining module is used to determine the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait; the browser pushing module is used to use the browser to be recommended as the visiting location The browser of the webpage link is pushed.
第三方面,本申请实施例提供了一种电子设备,包括:一个或多个处理器;存储器;一个或多个应用程序,其中所述一个或多个应用程序被存储在所述存储器中并被配置为由所述一个或多个处理器执行,所述一个或多个程序配置用于执行上述第一方面提供的信息推送方法。In a third aspect, an embodiment of the present application provides an electronic device, including: one or more processors; a memory; one or more application programs, wherein the one or more application programs are stored in the memory and It is configured to be executed by the one or more processors, and the one or more programs are configured to execute the information pushing method provided in the above-mentioned first aspect.
第四方面,本申请实施例提供了一种计算机可读取存储介质,所述计算机可读取存储介质中存储有程序代码,所述程序代码可被处理器调用执行上述第一方面提供的信息推送方法。In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium. The computer-readable storage medium stores program code, and the program code can be invoked by a processor to execute the information provided in the first aspect. Push method.
本申请提供的方案,通过电子设备检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,获取目标用户的网页访问画像以及多个浏览器中每个浏览器的浏览器画像,其中,该网页访问画像用于表征目标用户历史访问的网页的网页特征,浏览器画像用于表征浏览器的功能特征以及性能特征,然后根据网页访问画像以及浏览器画像,从以上多个浏览器中确定待推荐浏览器,将待推荐浏览器作为访问该网页链接的浏览器进行推送。从而可以实现在应用内对网页进行访问时,根据用户的网页 访问画像以及浏览器画像来进行浏览器的推荐,方便用户进行浏览器的选择,提升了用户体验。The solution provided by this application acquires multiple currently installed browsers when an electronic device detects a request to access a webpage link in an application, acquires the webpage access portrait of the target user, and the browser of each of the multiple browsers Portrait, where the webpage visit portrait is used to characterize the webpage characteristics of the webpage visited by the target user in the history, the browser portrait is used to characterize the functional and performance characteristics of the browser, and then according to the webpage visit portrait and the browser portrait, from the above multiple The browser to be recommended is determined in the browser, and the browser to be recommended is pushed as the browser that visits the web page link. Therefore, it is possible to implement browser recommendations based on the user's webpage access profile and browser profile when accessing the webpage in the application, which facilitates the user's choice of browser and improves the user experience.
附图说明Description of the drawings
为了更清楚地说明本申请实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly describe the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings that need to be used in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present application. For those skilled in the art, other drawings can be obtained based on these drawings without creative work.
图1示出了根据本申请一个实施例的信息推送方法流程图。Fig. 1 shows a flowchart of an information pushing method according to an embodiment of the present application.
图2示出了根据本申请另一个实施例的信息推送方法流程图。Fig. 2 shows a flowchart of an information pushing method according to another embodiment of the present application.
图3示出了根据本申请又一个实施例的信息推送方法流程图。Fig. 3 shows a flowchart of an information pushing method according to another embodiment of the present application.
图4示出了本申请另一个实施例提供的信息推送方法中步骤S430的流程图。Fig. 4 shows a flowchart of step S430 in the information pushing method provided by another embodiment of the present application.
图5示出了根据本申请再一个实施例的信息推送方法流程图。Fig. 5 shows a flowchart of an information pushing method according to still another embodiment of the present application.
图6示出了根据本申请又再一个实施例的信息推送方法流程图。Fig. 6 shows a flowchart of an information pushing method according to still another embodiment of the present application.
图7示出了根据本申请又另一个实施例的信息推送方法流程图。Fig. 7 shows a flowchart of an information pushing method according to yet another embodiment of the present application.
图8示出了根据本申请一个实施例的信息推送装置的一种框图。Fig. 8 shows a block diagram of an information pushing device according to an embodiment of the present application.
图9是本申请实施例的用于执行根据本申请实施例的信息推送方法的电子设备的框图。Fig. 9 is a block diagram of an electronic device for executing the information pushing method according to an embodiment of the present application.
图10是本申请实施例的用于保存或者携带实现根据本申请实施例的信息推送方法的程序代码的存储单元。FIG. 10 is a storage unit for storing or carrying program code for implementing the information pushing method according to the embodiment of the present application according to an embodiment of the present application.
具体实施方式Detailed ways
为了使本技术领域的人员更好地理解本申请方案,下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述。In order to enable those skilled in the art to better understand the solutions of the present application, the technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application.
随着互联网技术的迅速发展,人们的生活越来越离不开互联网。人们常常从互联网获得信息资讯,而浏览器则是人们获得网络信息的主要工具。其中,人们主要通过浏览器来对网页链接进行访问,从而使网页展现于电子设备,进而从网页内容中获取想要的网络信息。With the rapid development of Internet technology, people's lives are increasingly inseparable from the Internet. People often obtain information from the Internet, and the browser is the main tool for people to obtain information on the Internet. Among them, people mainly access webpage links through the browser, so that the webpage is displayed on the electronic device, and then the desired network information is obtained from the webpage content.
目前,随着科技水平的提升,电子设备的配置等也越来越高,往往电子设备中安装有多个浏览器。用户在使用电子设备时,会存在于应用中访问网页的情况,也就是,在某个应用内打开网页链接,这时候电子设备会在后台调起已安装的浏览器的选择面板,用户可以从选择面板中选择一个浏览器来打开和访问网页链接。At present, with the improvement of the technological level, the configuration of electronic devices is getting higher and higher, and multiple browsers are often installed in the electronic devices. When a user uses an electronic device, there will be a situation in which the user visits a webpage in the application, that is, when a webpage link is opened in an application, the electronic device will bring up the selection panel of the installed browser in the background, and the user can access the webpage from Select a browser in the selection panel to open and access web links.
发明人经过长期研究发现,在传统的应用内访问网页链接的方案中,通常会弹出已安装的浏览器的选择选项,用户往往面对所有安装的浏览器时无从选择。例如,有时用户选择了浏览器A,却不能成果加载该网页链接内容;有时用户选择了浏览器B,虽然可以加载该网页链接内容,但是整个排版布局却不是用户所喜欢的样式;有时用户选择了浏览器C,虽然可以加载该网页链接内容,但是加载速度很慢很卡顿,体验很不好。最后选择到浏览器D时候,才满足了用户的需求,而这个过程其实是浪费了用户的时间和精力,又可能在选择到浏览器B的时候,用户的耐心已经被耗尽了。After a long-term study, the inventor found that in the traditional solution of accessing webpage links in an application, there are usually pop-up options for the installed browsers, and users often have no choice when facing all installed browsers. For example, sometimes the user chooses browser A, but cannot load the content of the webpage link; sometimes the user chooses browser B, although the content of the webpage link can be loaded, but the entire layout is not the style that the user likes; sometimes the user chooses In browser C, although the link content of the webpage can be loaded, the loading speed is very slow and lagging, and the experience is very bad. Finally, when browser D is selected, the user's needs are met. This process actually wastes the user's time and energy. In addition, when browser B is selected, the user's patience has been exhausted.
针对上述问题,发明人提出了本申请实施例提供的信息推送方法、装置、电子设备以及存储介质,通过在应用内对网页进行访问时,根据用户的网页访问画像以及浏览器画像来进行浏览器的推荐,方便用户进行浏览器的选择,提升了用户体验。其中,具体的信息推送方法在后续的实施例中进行详细的说明。In response to the above problems, the inventor proposed the information push method, device, electronic device, and storage medium provided by the embodiments of the present application. When accessing a web page in an application, the browser is based on the user's web page access portrait and browser portrait. The recommendation of, it is convenient for the user to choose the browser, and the user experience is improved. Among them, the specific information pushing method will be described in detail in the subsequent embodiments.
请参阅图1,图1示出了本申请一个实施例提供的信息推送方法的流程示意图。在具体的实施例中,所述信息推送方法应用于如图8所示的信息推送装置400以及配置有所述信息推送装置400的电子设备100(图9)。下面将以电子设备为例,说明本实施例的具体流程,当然,可以理解的,本实施例所应用的电子设备可以为移动终端、 平板电脑、智能手表、笔记本电脑、PC电脑等,在此不做限定。下面将针对图1所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 1, which shows a schematic flowchart of an information pushing method provided by an embodiment of the present application. In a specific embodiment, the information pushing method is applied to the information pushing device 400 as shown in FIG. 8 and the electronic device 100 configured with the information pushing device 400 (FIG. 9 ). The following will take an electronic device as an example to illustrate the specific process of this embodiment. Of course, it is understandable that the electronic device applied in this embodiment can be a mobile terminal, a tablet computer, a smart watch, a notebook computer, a PC computer, etc., here Not limited. The following will elaborate on the process shown in FIG. 1, and the information pushing method may specifically include the following steps:
步骤S110:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S110: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
在本申请实施例中,电子设备可以对各个应用内打开网页链接时,发生的对网页链接的访问请求进行实检测。例如,用户于短信中点击短信息中的网页链接,可以发生对该网页链接的访问,从而会向系统发起对网页链接的访问请求而调用浏览器;又例如,用户于聊天软件中点击对方发送的网页链接,也会产生对网页链接的访问请求而调用浏览器。当然,应用内对网页链接的访问请求并不局限于用户的操作而产生,也可以为应用运行过程中自动产生的对网页链接的访问请求。In the embodiment of the present application, the electronic device can perform actual detection of the access request to the webpage link that occurs when the webpage link is opened in each application. For example, if a user clicks on a webpage link in a short message in a short message, a visit to the webpage link can occur, which will initiate a request to the system to access the webpage link and call the browser; for another example, the user clicks on the other party in the chat software to send Link to the web page, will also generate an access request to the web page link and call the browser. Of course, the access request to the webpage link in the application is not limited to the user's operation, and it can also be the access request to the webpage link automatically generated during the running of the application.
在一些实施方式中,电子设备可以监听应用内产生的对网页链接的访问请求,具体地,电子设备可以对监听对浏览器的调用情况,以监听对网页链接的访问请求。例如,电子设备监听到其他应用对浏览器的调用时,可以认为监听到对网页链接的访问请求。In some embodiments, the electronic device can monitor the access request to the webpage link generated in the application. Specifically, the electronic device can monitor the invocation status of the browser to monitor the access request to the webpage link. For example, when an electronic device monitors a browser call from another application, it can be considered that it monitors an access request to a webpage link.
在另一些实施方式中,电子设备的操作系统为安卓系统时,可以通过在Manifest中对BrowserActivity设置监听,以实现应用内对网页链接的访问请求的监听。In other embodiments, when the operating system of the electronic device is an Android system, the BrowserActivity can be monitored in the Manifest to realize the monitoring of the access request of the webpage link in the application.
当然,电子设备具体检测应用内对网页链接的访问请求的方式可以不作为限定。Of course, the specific method for the electronic device to detect the access request to the webpage link in the application may not be limited.
在本申请实施例中,当电子设备检测到应用内对网页链接的访问请求时,可以获取电子设备内当前安装的多个浏览器。具体地,电子设备可以通过检测已安装的应用,并从已安装的应用中,确定浏览器类型的应用,获得当前已安装的多个浏览器。可以理解的,上述多个浏览器可以为2个,也可以为2个以上的浏览器。In the embodiment of the present application, when the electronic device detects a request to access a webpage link in an application, it can acquire multiple browsers currently installed in the electronic device. Specifically, the electronic device can obtain multiple browsers currently installed by detecting the installed applications and determining the browser type application from the installed applications. It is understandable that the number of the above-mentioned multiple browsers may be two or more than two browsers.
需要说明的是,上述已安装的多个浏览器可以为电子设备已安装的所有浏览器,也可以已安装的所有浏览器中的部分浏览器。It should be noted that the above-mentioned multiple installed browsers may be all the browsers installed on the electronic device, or some of the installed browsers.
步骤S120:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征。Step S120: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
在本申请实施例中,电子设备在确定已安装的浏览器之后,可以获取目标用户的网页访问画像以及多个浏览器中每个浏览器的浏览器画像。其中,目标用户可以为电子设备所对应的用户,也可以理解为电子设备的使用用户。In the embodiment of the present application, after determining the installed browser, the electronic device can obtain the webpage access portrait of the target user and the browser portrait of each browser in the plurality of browsers. Among them, the target user may be a user corresponding to the electronic device, or may be understood as a user of the electronic device.
在一些实施方式中,网页访问画像以及浏览器画像可以预先存储于电子设备中,电子设备在进行浏览器的推送时,可以直接获取目标用户的网页访问画像以及浏览器画像;电子设备也可以从服务器获取网页访问画像以及浏览器画像。其中,网页访问画像可以用于表征所述目标用户历史访问的网页的网页特征,浏览器画像可以用于表征浏览器的功能特征及性能特征。In some embodiments, the webpage visit portrait and the browser portrait can be pre-stored in the electronic device. When the electronic device pushes the browser, it can directly obtain the webpage visit portrait and the browser portrait of the target user; the electronic device can also download The server obtains the webpage access image and the browser image. Wherein, the webpage access profile can be used to characterize the webpage features of the webpages historically visited by the target user, and the browser profile can be used to characterize the functional features and performance characteristics of the browser.
在一些实施方式中,网页访问画像可以根据目标用户历史访问网页的历史数据生成。其中,历史数据可以包括用户访问的网站、网页内容的类型(例如图片、视频、文章等)、访问的域名所属的网段等。当然,具体的历史数据可以不作为限定。根据以上历史数据的不同类型,可以生成多个维度的网页访问标签,这些网页访问标签表征了不同维度的网页特征,根据多个维度的网页访问标签,可以构成用户的网页访问画像。可以理解的是,由于网页访问画像表征用户历史访问的网页的网页特征,因此也反映了用户对访问网页的习惯,例如,喜欢查看哪些类型的网页等。In some embodiments, the webpage visit portrait may be generated based on the historical data of the target user's historical visits to the webpage. Among them, the historical data may include the website visited by the user, the type of webpage content (such as pictures, videos, articles, etc.), the network segment to which the visited domain name belongs, and so on. Of course, the specific historical data may not be used as a limitation. According to the different types of the above historical data, multiple dimensions of webpage access tags can be generated. These webpage access tags represent webpage characteristics of different dimensions. According to the multiple dimensions of webpage access tags, a user's webpage access portrait can be formed. It is understandable that, since the webpage access profile characterizes the webpage characteristics of the webpages visited by the user in the history, it also reflects the user's habit of visiting webpages, for example, which types of webpages they like to view.
进一步地,还可以根据用户访问网页的新的网页访问数据,对网页访问标签不断更新,进而使网页访问画像不断更新,使网页访问画像能够更为准确的反映用户历史访问网页的网页特征。Furthermore, it is possible to continuously update the webpage access tag according to the new webpage access data of the user accessing the webpage, so that the webpage access profile is continuously updated, so that the webpage access profile can more accurately reflect the webpage characteristics of the historical webpage visited by the user.
在一些实施方式中,浏览器画像可以根据浏览器的功能参数、性能参数等数据生成,浏览器的这些数据可以从浏览器的厂商服务器获取。根据浏览器的功能参数以及 性能参数,可以进行量化后,进而形成功能标签和性能标签,由浏览器的功能标签和性能标签,可以构成浏览器的浏览器画像。可以理解的是,由于浏览器画像表征浏览器的功能特征和性能特征,因此也反映了浏览器适合哪些场景,以及各个场景下的性能和效果,例如,浏览器A对于图片加载快、feed流布局较好,浏览器B对于图片加载快、9方格式布局,浏览器C对于图片加载慢、feed流布局。In some embodiments, the browser profile can be generated based on data such as functional parameters and performance parameters of the browser, and these data of the browser can be obtained from the server of the browser manufacturer. According to the functional parameters and performance parameters of the browser, it can be quantified to form functional tags and performance tags. The functional tags and performance tags of the browser can form the browser portrait of the browser. It is understandable that because the browser portrait characterizes the functional and performance characteristics of the browser, it also reflects which scenarios the browser is suitable for, as well as the performance and effects in each scenario. For example, browser A is fast for image loading and feed flow. The layout is better. Browser B has fast image loading and 9-square format layout, and browser C has slow image loading and feed stream layout.
进一步地,也可以根据浏览器的更新数据,对功能标签和性能标签不断更新,以使浏览器画像能更为准确地表征浏览器的功能特征和性能特征。Further, it is also possible to continuously update the function label and performance label according to the update data of the browser, so that the browser portrait can more accurately characterize the function and performance characteristics of the browser.
需要说明的是,电子设备获取当前安装的多个浏览器,与获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像的顺序可以不作为限定。It should be noted that the order in which the electronic device obtains the multiple browsers currently installed, and obtains the webpage access portrait of the target user and the browser portrait of each browser in the multiple browsers may not be regarded as a limitation.
步骤S130:根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器。Step S130: According to the webpage access portrait and the browser portrait, determine the browser to be recommended from the plurality of browsers.
在本申请实施例中,由于电子设备并不知道需要访问的网页链接对应了什么网站、什么网页内容,而网页访问画像能够反映用户访问网页的习惯,并且浏览器画像能够反映浏览器适合哪些场景,以及各个场景下的性能和效果,因此电子设备可以根据获取的网页访问画像以及各个浏览器的浏览器画像,从多个浏览器中确定待推荐浏览器,以推送给目标用户进行选择和使用。In the embodiment of the present application, since the electronic device does not know what website and web content the webpage link to be accessed corresponds to, the webpage access portrait can reflect the user's habit of accessing the webpage, and the browser portrait can reflect which scenarios the browser is suitable for , And the performance and effects in each scenario, so the electronic device can determine the browser to be recommended from multiple browsers according to the obtained web page access portrait and the browser portrait of each browser, and push it to the target user for selection and use .
在一些实施方式中,电子设备可以根据网页访问画像,确定目标用户访问的频率大于指定频率的网页类型的网页。然后根据确定出的网页,利用浏览器画像确定多个浏览器中适合用于访问确定出的网页的浏览器,并将确定出的浏览器作为待推荐浏览器。In some embodiments, the electronic device may determine, based on the webpage access portrait, a webpage of a webpage type whose frequency of the target user's visit is greater than the specified frequency. Then, according to the determined webpage, the browser profile is used to determine a browser suitable for accessing the determined webpage among the plurality of browsers, and the determined browser is used as the browser to be recommended.
在另一些实施方式中,电子设备可以根据网页访问画像,确定目标用户访问的网页内容中大于指定频率或者指定比例的第一内容类型,然后根据浏览器的浏览器画像,确定浏览器适合访问的网页内容的第二内容类型,再将第一内容类型与第二内容类型进行匹配,根据匹配结果,将与第一内容类型相匹配的浏览器作为待推荐浏览器。In other embodiments, the electronic device may determine the first content type of the webpage content accessed by the target user that is greater than a specified frequency or a specified ratio based on the webpage access profile, and then determine the browser suitable for access based on the browser profile of the browser For the second content type of the webpage content, the first content type is matched with the second content type, and the browser matching the first content type is used as the browser to be recommended according to the matching result.
当然,电子设备根据网页访问画像以及浏览器画像,确定待推荐浏览器的方式可以不作为限定。应当理解的是,电子设备根据网页访问画像可以获知目标用户习惯访问哪些网页、网页内容、网页类型等,然后根据浏览器画像中浏览器的功能特征和性能特征,则可以确定出适合利用何种浏览器来访问。Of course, the manner in which the electronic device determines the browser to be recommended according to the webpage access portrait and the browser portrait may not be a limitation. It should be understood that the electronic device can learn which web pages the target user is accustomed to visit, web content, web page type, etc. according to the webpage access profile, and then can determine which is suitable for use according to the browser's functional and performance characteristics in the browser profile Browser to visit.
步骤S140:将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Step S140: Push the browser to be recommended as the browser that accesses the webpage link.
在本申请实施例中,电子设备在确定出待推荐浏览器之后,则可以将待推荐浏览器作为用于访问以上网页链接的浏览器进行推送,推送的待推荐浏览器能够较好地访问用户习惯访问的网页,因此在利用待推荐浏览器访问新的网页链接时,也能较大程度地适合访问该网页链接,并且消除了用户对浏览器的选择困难,提升了用户体验。In the embodiment of the present application, after the electronic device determines the browser to be recommended, it can push the browser to be recommended as the browser used to access the above webpage link, and the pushed browser to be recommended can better access the user You are accustomed to visiting webpages, so when you use the browser to be recommended to visit a new webpage link, you can also access the webpage link to a greater extent, and it eliminates the user’s difficulty in choosing a browser and improves the user experience.
可以理解的是,确定出的待推荐浏览器可以为一个,也可以为两个或两个以上,在此不做限定。It is understandable that the determined browser to be recommended may be one, or two or more browsers, which is not limited here.
在一些实施方式中,电子设备可以将确定出的待推荐浏览器直接进行运行,避免了用户对浏览器的选择困难的问题;电子设备也可以于浏览器选取列表中将待推荐浏览器进行推送,以供用户获知电子设备推荐的浏览器。In some embodiments, the electronic device can directly run the determined browser to be recommended, which avoids the problem that the user is difficult to select the browser; the electronic device can also push the browser to be recommended in the browser selection list , So that users can know the browser recommended by the electronic device.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像以及浏览器画像,来进行浏览器的推荐,不仅能够避免用户对于浏览器的选择困难的问题,而且推荐的浏览器也能较为适合用户需要访问的网页链接,提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Browser portrait, and then recommend the browser based on the webpage access portrait and the browser portrait. Not only can it avoid the user’s difficulty in choosing a browser, but the recommended browser can also be more suitable for the webpage link that the user needs to visit, which improves Improve the user’s online experience.
请参阅图2,图2示出了本申请另一个实施例提供的信息推送方法的流程示意图。该信息推送方法可应用于上述电子设备,下面将针对图2所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 2, which shows a schematic flowchart of an information pushing method provided by another embodiment of the present application. The information pushing method can be applied to the above-mentioned electronic devices. The following will describe the process shown in FIG. 2 in detail. The information pushing method may specifically include the following steps:
步骤S210:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S210: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
步骤S220:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征。Step S220: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
在本申请实施例中,步骤S210以及步骤S220可以参阅前述实施例的内容,在此不再赘述。In this embodiment of the present application, step S210 and step S220 can refer to the content of the foregoing embodiment, and will not be repeated here.
步骤S230:根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配。Step S230: Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
在本申请实施例中,电子设备在获取目标用户的网页访问画像以及浏览器的浏览器画像之后,根据网页访问画像以及浏览器画像,确定待推荐浏览器时,可以根据网页访问画像,确定网页特征与目标用户历史访问的网页的网页特征匹配的目标网页类型,也就是说,目标网页类型的网页特征与用户历史访问的网页特征匹配,这样的话,目标网页类型也就符合目标用户访问网页的习惯。因此,可以后续利用目标网页类型,来确定待推荐浏览器。In the embodiment of this application, after obtaining the webpage access portrait of the target user and the browser portrait of the browser, the electronic device can determine the webpage according to the webpage access portrait and the browser portrait to determine the browser to be recommended according to the webpage access portrait. The type of the target page whose characteristics match the characteristics of the pages visited by the target user in the history Habit. Therefore, the target webpage type can be subsequently used to determine the browser to be recommended.
在一些实施方式中,电子设备可以将计算各个网页类型的网页特征与目标用户历史访问的网页的网页特征的匹配程度,其中,具体可以计算网页内容的类型、网站类型、网段等特征之间的匹配度,然后根据计算的匹配度,确定目标网页类型。例如,目标用户经常访问篮球直播网站、电视直播网站、游戏直播网站等,则可以确定出目标网页类型为视频网站类型,当然,以上仅为举例,并不构成对实际方案的限定。In some implementations, the electronic device can calculate the matching degree between the webpage features of each webpage type and the webpage features of the webpages visited by the target user in the past. Specifically, the type of webpage content, website type, network segment and other characteristics can be calculated. According to the calculated matching degree, determine the target page type. For example, if the target user frequently visits a live basketball website, a live TV website, a live game website, etc., it can be determined that the target webpage type is a video website type. Of course, the above are only examples and do not constitute a limitation on the actual solution.
需要说明的是,电子设备确定出的目标网页类型可能为1个,也可能为2个或2个以上。It should be noted that the target webpage type determined by the electronic device may be one, or two or more.
步骤S240:根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器,将所述目标浏览器作为待推荐浏览器。Step S240: Determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser portrait, and use the target browser as the browser to be recommended.
在本申请实施例中,电子设备在确定出目标网页类型之后,则可以根据浏览器画像,从已安装的多个浏览器中确定用于访问该目标网页类型的网页的目标浏览器,也就是适合访问该目标网页类型的网页的目标浏览器,并且将确定出的目标浏览器作为待推荐浏览器。In the embodiment of the present application, after the electronic device determines the target webpage type, it can determine the target browser used to access the target webpage type webpage from among the multiple installed browsers according to the browser portrait, that is, The target browser suitable for visiting the webpage of the target webpage type, and the determined target browser is used as the browser to be recommended.
在一些实施方式中,电子设备可以根据浏览器画像,确定各个浏览器适用的功能的适用程度值。例如,浏览器A可以加载视频,并且加载视频较快,浏览器B可以加载视频,并且加载视频较慢,浏览器C可以加载视频,并且加载视频非常快,则可以将浏览器A、浏览器B以及浏览器C适用于访问视频类型的网页的适用程度值分别量化为100、80、60,当然,以上量化的标准仅为举例。电子设备在确定出以上适用程度值之后,则可以获取到用于访问目标网页类型的网页的适用程度值,并根据各个浏览器的适用程度值,确定适用程度值最高或者大于指定使用程度值的目标浏览器。In some embodiments, the electronic device may determine the applicability value of the function applicable to each browser according to the browser portrait. For example, browser A can load videos and load videos faster, browser B can load videos and load videos slower, and browser C can load videos and load videos very fast, then browser A and browser The applicability values of B and browser C for accessing video-type webpages are respectively quantified as 100, 80, and 60. Of course, the above quantified standards are only examples. After the electronic device determines the above applicable degree value, it can obtain the applicable degree value of the webpage used to access the target webpage type, and determine the highest applicable degree value or greater than the specified degree of use value according to the applicable degree value of each browser The target browser.
当然,电子设备具体根据浏览器画像确定用于访问目标网页类型的网页的目标浏览器的方式可以不作为限定。Of course, the manner in which the electronic device specifically determines the target browser for accessing the webpage of the target webpage type according to the browser profile may not be a limitation.
步骤S250:将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Step S250: Push the browser to be recommended as the browser that accesses the webpage link.
在本申请实施例中,步骤S250可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S250 can refer to the content of the foregoing embodiment, which will not be repeated here.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像,确定目标网页类型,根据浏览器画像,确定用于访问目标网页类型的网页的目标浏览器作为待推荐浏览器,来进行浏览器的推荐。通过网页访问画像确定出的目标网页类型,可以反映目标用户习惯访问的网页类型,然后选取用于访问该网页类型的浏览器来进行推荐,使推荐的浏览器能够实现对于网页链接的访问,从而满足用户对于网页的访问需求。并且避免了用户对于浏览 器的选择困难的问题,提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the webpage of the target webpage type as the browser to be recommended according to the browser portrait to make the browser recommendation. The target webpage type determined by the webpage visit portrait can reflect the webpage type that the target user is accustomed to visiting, and then select the browser used to access the webpage type to make recommendations, so that the recommended browser can access the webpage link, thereby Satisfy users' access requirements for web pages. It also avoids the user's difficulty in choosing a browser, and improves the user's online experience.
请参阅图3,图3示出了本申请又一个实施例提供的信息推送方法的流程示意图。该信息推送方法可应用于上述电子设备,下面将针对图34所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 3, which shows a schematic flowchart of an information pushing method provided by another embodiment of the present application. The information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 34. The information pushing method may specifically include the following steps:
步骤S310:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S310: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
步骤S320:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征。Step S320: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
在本申请实施例中,步骤S310以及步骤S320可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S310 and step S320 can refer to the content of the foregoing embodiment, and will not be repeated here.
步骤S330:根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配。Step S330: Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
在本申请实施例中,步骤S330可以参阅前述实施例的内容,在此不再赘述。In this embodiment of the present application, step S330 can refer to the content of the foregoing embodiment, and will not be repeated here.
步骤S340:根据所述浏览器画像,确定所述多个浏览器中每个浏览器访问所述目标网页类型的网页的评价参数值。Step S340: Determine, according to the browser portrait, an evaluation parameter value for each of the plurality of browsers to access the webpage of the target webpage type.
在本申请实施例中,电子设备在根据浏览器画像,确定用于访问目标网页类型的网页的目标浏览器时,可以根据浏览器画像,确定多个浏览器中每个浏览器访问目标网页类型的网页的评价参数值。其中,评价参数值用于表征浏览器用于访问目标网页类型的网页的适用程度,也可以理解为访问目标网页类型的网页的效果。In the embodiment of the present application, when the electronic device determines the target browser for accessing the webpage of the target webpage type according to the browser portrait, it can determine the target webpage type of each browser in the multiple browsers according to the browser portrait. The value of the evaluation parameter of the page. Among them, the evaluation parameter value is used to characterize the degree of applicability of the browser for accessing the webpage of the target webpage type, and can also be understood as the effect of accessing the webpage of the target webpage type.
在一些实施方式中,请参阅图4,步骤S340可以包括:In some embodiments, referring to FIG. 4, step S340 may include:
步骤S341:根据所述每个浏览器的浏览器画像中的功能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的功能匹配值。Step S341: Determine a function matching value for each browser to access the webpage of the target webpage type according to the functional characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type.
在该实施方式中,电子设备可以根据浏览器画像中的功能特征,以及目标网页类型的网页特征,计算每个浏览器访问目标网页类型的网页的功能匹配值,其中,功能匹配值可以理解为浏览器的功能与目标网页类型的网页的内容的功能匹配程度。例如,浏览器A对图片渲染效果非常好,根据目标网页类型的网页特征,可以确定目标网页类型的网页主要为图片,则可以将功能匹配程度量化为100,浏览器B对图片的渲染效果一般,根据目标网页类型的网页特征,可以确定目标网页类型的网页主要为图片,则可以将功能匹配程度量化为70,当然,以上量化方式仅为举例。In this embodiment, the electronic device can calculate the function matching value of the webpage of the target webpage type visited by each browser according to the functional characteristics in the browser portrait and the webpage characteristics of the target webpage type, where the function matching value can be understood as The degree to which the function of the browser matches the function of the content of the target page type webpage. For example, browser A has a very good rendering effect on pictures. According to the characteristics of the target page type, it can be determined that the target page type webpage is mainly pictures. Then the function matching degree can be quantified as 100. Browser B has a fair rendering effect on pictures. According to the webpage characteristics of the target webpage type, it can be determined that the webpages of the target webpage type are mainly pictures, and the function matching degree can be quantified as 70. Of course, the above quantification method is only an example.
步骤S342:根据所述每个浏览器的浏览器画像中的性能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的性能匹配值。Step S342: Determine the performance matching value for each browser to access the webpage of the target webpage type according to the performance characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type.
在该实施方式中,电子设备可以根据浏览器画像中的性能特征,以及目标网页类型的网页特征,计算每个浏览器访问目标网页类型的网页的性能匹配值,其中,性能匹配值可以理解为浏览器在访问目标网页类型的网页时的性能情况。例如,浏览器A对图片加载非常快,根据目标网页类型的网页特征,可以确定目标网页类型的网页主要为图片,则可以将性能匹配程度量化为100,浏览器B对图片加载较慢,根据目标网页类型的网页特征,可以确定目标网页类型的网页主要为图片,则可以将性能匹配程度量化为60,当然,以上量化方式仅为举例。In this embodiment, the electronic device can calculate the performance matching value of the webpage of the target webpage type visited by each browser according to the performance characteristics in the browser portrait and the webpage characteristics of the target webpage type, where the performance matching value can be understood as The performance of the browser when accessing the target page type webpage. For example, browser A loads pictures very quickly. According to the characteristics of the target page type, it can be determined that the target page type is mainly pictures. The performance matching degree can be quantified as 100. Browser B loads pictures slowly. The webpage characteristics of the landing page type can determine that the webpages of the landing page type are mainly pictures, and the performance matching degree can be quantified as 60. Of course, the above quantification method is only an example.
步骤S343:根据所述功能匹配值以及所述性能匹配值,确定所述每个浏览器访问所述目标网页类型的网页的评价参数值。Step S343: According to the function matching value and the performance matching value, determine the evaluation parameter value for each browser to access the webpage of the target webpage type.
在该实施方式中,电子设备在确定功能匹配值以及性能匹配值之后,则可以根据计算获得的功能匹配值以及性能匹配值,确定每个浏览器访问目标网页类型的网页的评价参数值。In this embodiment, after determining the function matching value and the performance matching value, the electronic device can determine the evaluation parameter value of the webpage of the target webpage accessed by each browser according to the calculated function matching value and performance matching value.
作为一种实施方式,根据计算获得的功能匹配值以及性能匹配值,确定每个浏览器访问目标网页类型的网页的评价参数值,可以为将每个浏览器对应的功能匹配值以 及性能匹配值进行相加,从而可以获得每个浏览器的评价参数值。As an implementation manner, according to the calculated function matching value and performance matching value, the evaluation parameter value of the webpage of the target webpage accessed by each browser is determined, which can be the function matching value and performance matching value corresponding to each browser. By adding up, the evaluation parameter value of each browser can be obtained.
作为另一种实施方式,根据计算获得的功能匹配值以及性能匹配值,确定每个浏览器访问目标网页类型的网页的评价参数值,可以为根据预设权重分配关系进行加权求和,获得每个浏览器访问目标网页类型的网页的评价参数值。其中,预设权重分配关系可以为预先设定,其表征功能匹配值以及性能匹配值分别所占的权重比例。通过权重的分配,可以根据用户需求和实际情况来选取合适的浏览器。As another implementation manner, according to the calculated function matching value and performance matching value, the evaluation parameter value of the webpage of the target webpage accessed by each browser is determined. Evaluation parameter values of webpages of the target webpage type visited by each browser. Among them, the preset weight distribution relationship may be preset, which represents the weight ratio of the function matching value and the performance matching value respectively. Through the distribution of weights, a suitable browser can be selected according to user needs and actual conditions.
通过以上方式来获取评价参数值,由于评价参数值是根据浏览器的性能特征和功能特征来决定的,因此确定出的评价参数值能够准确的反映浏览器用于访问目标网页类型的网页的适用程度,便于后续确定出适合的浏览器进行推荐。The evaluation parameter value is obtained through the above method. Since the evaluation parameter value is determined according to the performance characteristics and functional characteristics of the browser, the determined evaluation parameter value can accurately reflect the applicability of the browser to access the target page type webpage , To facilitate the subsequent determination of a suitable browser for recommendation.
步骤S350:根据每个浏览器对应的所述评价参数值,从所述多个浏览器中确定所述评价参数值满足预设参数值条件的目标浏览器,将所述目标浏览器作为待推荐浏览器。Step S350: According to the evaluation parameter value corresponding to each browser, determine the target browser whose evaluation parameter value meets the preset parameter value condition from the multiple browsers, and use the target browser as the to-be-recommended browser. Browser.
在本申请实施例中,电子设备在计算出评价参数值之后,则可以根据各个浏览器多对应的评价参数值,确定评价参数值满足预设参数值条件的目标浏览器。其中,预设参数值条件可以为评价参数值最高,或者评价参数值大于设定的参数值阈值。当然,具体的评价参数值条件可以不作为限定,例如,评价参数值条件也可以为评价参数值在从高到低的排序中排前N个,N为正整数。电子设备在确定出目标浏览器之后,则可以将目标浏览器作为待推荐浏览器。具体的参数值阈值可以不作为限定。In the embodiment of the present application, after the electronic device calculates the evaluation parameter value, it can determine the target browser whose evaluation parameter value meets the preset parameter value condition according to the evaluation parameter value corresponding to each browser. Wherein, the preset parameter value condition may be that the evaluation parameter value is the highest, or the evaluation parameter value is greater than the set parameter value threshold. Of course, the specific evaluation parameter value condition may not be a limitation. For example, the evaluation parameter value condition may also be that the evaluation parameter value ranks the top N in the ranking from high to low, and N is a positive integer. After determining the target browser, the electronic device can use the target browser as the browser to be recommended. The specific parameter value threshold may not be used as a limitation.
作为一种方式,电子设备根据每个浏览器对应的评价参数值,对多个浏览器按照评价参数值由高到低的顺序进行排名,获得排名结果,然后根据该排名结果,从多个浏览器中获取排名最高的浏览器作为目标浏览器。As a way, the electronic device ranks multiple browsers according to the evaluation parameter value corresponding to each browser in the descending order of the evaluation parameter value to obtain the ranking result, and then according to the ranking result, from multiple browsers The browser with the highest ranking among the browsers is used as the target browser.
在该实施方式中,通过选取满足预设参数值条件的目标浏览器作为待推荐浏览器,可以实现选取更适用于访问访问目标网页类型的网页的浏览器,从而后续在进行网页访问时,效果较佳。In this embodiment, by selecting the target browser that meets the preset parameter value conditions as the browser to be recommended, it is possible to select a browser that is more suitable for accessing the webpage of the target webpage type, so that subsequent webpage visits have the effect Better.
在一些实施方式中,浏览器画像还可以用于表征浏览器的用户评价特征。其中,浏览器画像中的用户评价特征,可以根据浏览器的评价数据生成。如果所述目标浏览器为多个,电子设备在将所述目标浏览器作为待推荐浏览器之前,该信息推送方法还可以包括:In some embodiments, the browser portrait can also be used to characterize user evaluation features of the browser. Among them, the user evaluation features in the browser portrait can be generated based on the evaluation data of the browser. If there are multiple target browsers, before the electronic device uses the target browser as the browser to be recommended, the information pushing method may further include:
根据所述用户评价特征,确定每个所述目标浏览器的好评率;从多个所述目标浏览器中选取所述好评率大于指定好评率或者好评率最高的浏览器,作为待推荐浏览器。According to the user evaluation characteristics, determine the favorable rate of each of the target browsers; select the browser with the favorable rate greater than the specified favorable rate or the highest favorable rate from a plurality of the target browsers as the browser to be recommended .
在该实施方式中,电子设备可以根据用户评价特征,确定各个浏览器的好评率,并从多个目标浏览器中选取好评率大于指定好评率或者好评率最高的浏览器,作为待推荐浏览器。从而能够更进一步地对浏览器进行筛选,减少用户对浏览器的选择困难。In this embodiment, the electronic device can determine the favorable rate of each browser according to the user evaluation characteristics, and select the browser with the favorable rate greater than the specified favorable rate or the highest favorable rate from multiple target browsers as the browser to be recommended . Therefore, the browser can be further screened, and the user's difficulty in selecting the browser can be reduced.
在一些实施方式中,浏览器画像还可以用于表征使用浏览器访问各个网页类型的网页的人数特征。其中,浏览器画像中的人数特征,可以根据浏览器的使用数据生成,使用数据可以由浏览器厂商的服务器、设备厂商的服务器获得。如果目标浏览器为多个,电子设备在将所述目标浏览器作为待推荐浏览器之前,该信息推送方法还可以包括:In some embodiments, the browser profile can also be used to characterize the characteristics of the number of people who use the browser to visit web pages of various web page types. Among them, the characteristics of the number of people in the browser portrait can be generated based on the usage data of the browser, and the usage data can be obtained by the server of the browser manufacturer or the server of the device manufacturer. If there are multiple target browsers, before the electronic device uses the target browser as the browser to be recommended, the information pushing method may further include:
根据所述人数特征,确定使用每个所述目标浏览器访问所述目标网页类型的网页的使用人数;从多个所述目标浏览器中选取所述使用人数大于指定人数或者使用人数最多的浏览器,作为待推荐浏览器。According to the characteristics of the number of people, determine the number of users who use each of the target browsers to access the webpages of the target webpage type; select the browsers with the number of users greater than the specified number or the number of users from the multiple target browsers , As a browser to be recommended.
在该实施方式中,电子设备可以根据人数特征,确定使用每个目标浏览器访问目标网页类型的网页的使用人数,并从多个目标浏览器中选取使用人数大于指定人数或使用人数最多的浏览器,作为待推荐浏览器。使用浏览器访问目标网页类型的网页的使用人数,从侧面也体现了何种浏览器更适合用于访问目标网页类型的网页,因此能够更进一步地对浏览器进行筛选,减少用户对浏览器的选择困难。例如,用户使用浏 览器B打开某一种类型的网页的人数是100万人,而使用浏览器C打开同一种类型的网页的人数是1千人,那从侧面也说明了浏览器B在针对这种类型的网页是更加适合的,所以当目标网页类型也为该类型时,在则优先给该用户推荐浏览器B。In this embodiment, the electronic device can determine the number of users who use each target browser to access the webpage of the target webpage type according to the characteristics of the number of people, and select the browser with the number of users greater than the specified number or the number of users from the multiple target browsers. , As a browser to be recommended. The number of users who use the browser to access the target page type webpage also reflects from the side which browser is more suitable for accessing the target page type webpage, so it can further filter the browser and reduce the user’s browser The choice is difficult. For example, the number of users who use browser B to open a certain type of webpage is 1 million, and the number of users who use browser C to open the same type of webpage is 1,000. That also shows from the side that browser B is targeting This type of webpage is more suitable, so when the target webpage type is also this type, then browser B is first recommended to the user.
步骤S360:将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Step S360: Push the browser to be recommended as the browser that accesses the webpage link.
在本申请实施例中,步骤S360可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S360 can refer to the content of the foregoing embodiment, which will not be repeated here.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像,确定目标网页类型,根据浏览器画像,确定每个浏览器访问该目标网页类型的网页的评价参数值,再确定出评价参数值满足预设参数值条件的目标浏览器,来进行浏览器的推荐。通过网页访问画像确定出的目标网页类型,可以反映目标用户习惯访问的网页类型,然后根据浏览器画像确定的各个浏览器的评价参数值,能够选取出适合访问该网页类型的浏览器,使待推荐的浏览器较为适合访问该网页链接,访问网页链接时的各种效果也较好。并且能够避免用户对于浏览器的选择困难的问题,提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then determine the target webpage type according to the webpage access portrait, determine the evaluation parameter value of the webpage that each browser visits the target webpage type according to the browser portrait, and then determine the target that the evaluation parameter value meets the preset parameter value condition Browser, to recommend the browser. The target webpage type determined through the webpage access profile can reflect the webpage type that the target user is accustomed to visiting, and then according to the evaluation parameter value of each browser determined by the browser profile, the browser suitable for accessing the webpage type can be selected, so that the The recommended browser is more suitable for accessing the webpage link, and various effects when accessing the webpage link are also better. And it can avoid the user's difficulty in selecting a browser, and improve the user's online experience.
请参阅图5,图5示出了本申请再一个实施例提供的信息推送方法的流程示意图。该信息推送方法可应用于上述电子设备,下面将针对图5所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 5, which shows a schematic flowchart of an information pushing method provided by still another embodiment of the present application. The information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 5 in detail. The information pushing method may specifically include the following steps:
步骤S410:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S410: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
在本申请实施例中,步骤S410可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S410 may refer to the content of the foregoing embodiment, which will not be repeated here.
步骤S420:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征以及用于表征所述目标用户历史访问网页时的网络环境特征,所述浏览器画像用于表征浏览器的功能特征及性能特征。Step S420: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the historical webpages visited by the target user and for characterizing The network environment characteristics when the target user visits the webpage in history, and the browser profile is used to characterize the functional characteristics and performance characteristics of the browser.
在本申请实施例中,与前述实施例不同的是,网页访问画像还可以用于表征目标用户历史访问网页时的网络环境特征。其中,网络环境特征可以为电子设备接入的网络的网络类型、网络速度等特征。In the embodiment of the present application, unlike the previous embodiment, the webpage access profile can also be used to characterize the network environment characteristics of the target user when the target user accesses the webpage in history. Among them, the characteristics of the network environment may be characteristics such as network type and network speed of the network accessed by the electronic device.
步骤S430:根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配。Step S430: Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
步骤S440:根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器。Step S440: According to the browser portrait, a target browser for accessing the webpage of the target webpage type is determined from the plurality of browsers.
在本申请实施例中,步骤S430以及步骤S440可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S430 and step S440 can refer to the content of the foregoing embodiment, and will not be repeated here.
步骤S450:如果目标浏览器为多个,且目标网页类型为指定类型时,确定所述电子设备当前连接的网络的网络类型。Step S450: If there are multiple target browsers and the target webpage type is a specified type, determine the network type of the network to which the electronic device is currently connected.
在本申请实施例中,如果确定出的目标浏览器为多个,且目标网页类型为指定类型,指定类型表征流量消耗值大于第一流量值的网页类型时,电子设备还可以根据网页访问画像中的网络特征,以及电子设备当前连接的网络,对浏览器进行进一步筛选。其中,流量消耗值大于第一流量值,则表示该网页类型的流量消耗大,因此需要考虑用户对于数据网络的流量的承受情况。首先,电子设备可以获取当前连接的网络的网络类型,网络类型可以包括数据网络类型(例如3G网络、4G网络等)、无线局域网络类型(例如WiFi网络)等。In the embodiment of the present application, if multiple target browsers are determined, and the target webpage type is a specified type, and the specified type represents a webpage type with a traffic consumption value greater than the first traffic value, the electronic device may also access the profile according to the webpage The network features in, and the network that the electronic device is currently connected to, further filter the browser. Where the traffic consumption value is greater than the first traffic value, it indicates that the traffic consumption of the web page type is large, so it is necessary to consider the user's tolerance to the data network traffic. First, the electronic device can obtain the network type of the currently connected network. The network type can include a data network type (for example, a 3G network, a 4G network, etc.), a wireless local area network type (for example, a WiFi network), and so on.
步骤S460:如果所述网络类型为数据网络类型,根据所述网络环境特征,确定所述目标用户历史访问网页时使用数据网络类型所占使用的所有网络类型的比例。Step S460: If the network type is a data network type, according to the characteristics of the network environment, determine the proportion of the data network type used by the target user when accessing the webpage in the history of all network types used.
在本申请实施例中,目标用户历史访问网页时使用数据网络类型所占使用的所有网络类型的比例,可以为使用数据网络类型的网络访问网页的次数与访问网页的总次 数的比值。其中,该比例可以直接预先生成于网页访问画像中,也就是说,该比例为网络特征的部分特征。In the embodiment of the present application, the ratio of the data network type used by the target user in historically visiting webpages to all network types used may be the ratio of the number of times the network using the data network type visits the webpage to the total number of times the webpage is visited. Among them, the ratio can be directly pre-generated in the webpage access portrait, that is, the ratio is a part of the characteristics of the network.
步骤S470:如果所述比例小于指定比例,从多个所述目标浏览器中选取访问所述目标网页类型的网页的流量消耗值满足指定流量消耗条件的浏览器,作为待推荐浏览器。Step S470: If the ratio is less than a specified ratio, select a browser whose flow consumption value for accessing the webpage of the target webpage type meets the specified flow consumption condition from the multiple target browsers, as the browser to be recommended.
在本申请实施例中,电子设备在确定出以上比例之后,则可以判断该比例是否小于指定比例,如果该比例小于指定比例,则表示用户不常用数据网络来访问网页,其并不愿意使用太多数据网络的流量。因此,在当前连接的网络的网络类型为数据网络类型的情况下,并且,以上比例小于指定比例,则可以从多个目标浏览器中选取访问目标网页类型的网页的流量消耗值满足指定流量消耗条件的浏览器。其中,指定流量消耗条件可以为访问目标网页类型的网页的流量消耗值低于第二流量值;指定流量消耗条件也可以为访问目标网页类型的网页的流量消耗值最低。可以理解的是,由于电子设备当前连接的网络为数据网络,因此访问网页会带来数据网络流量的消耗,而目标用户通常不愿意使用太多数据网络的流量来访问网页,因此选取流量消耗值较低的浏览器进行推送,能更符合用户的需求,提升用户体验。另外,将第二流量值设置为低于第一流量值,可以有效避免消耗过多流量的情况发生。In the embodiment of the present application, after the electronic device determines the above ratio, it can determine whether the ratio is less than the specified ratio. If the ratio is less than the specified ratio, it means that the user does not use the data network frequently to access web pages, and he is unwilling to use too much data. Multi-data network traffic. Therefore, when the network type of the currently connected network is a data network type, and the above ratio is less than the specified ratio, you can select from multiple target browsers to visit the target page type webpage whose traffic consumption value meets the specified traffic consumption Conditional browser. Wherein, the specified flow consumption condition may be that the flow consumption value of visiting the webpage of the target page type is lower than the second flow value; the specified flow consumption condition may also be that the flow consumption value of the webpage of the target webpage type is the lowest. It is understandable that since the network currently connected to the electronic device is a data network, accessing a webpage will consume data network traffic, and the target user is usually unwilling to use too much data network traffic to access the webpage, so select the traffic consumption value Pushing with a lower browser can better meet the needs of users and improve user experience. In addition, setting the second flow rate value to be lower than the first flow rate value can effectively avoid consuming too much flow.
当然,如果电子设备当前连接的网络的网络类型为无线局域网络类型时,将所有目标浏览器作为待推荐浏览器。或者,如果当前连接的网络的网络类型为数据网络类型,且以上计算的比例小于或等于指定比例时,将所有目标浏览器作为待推荐浏览器。Of course, if the network type of the network to which the electronic device is currently connected is a wireless local area network type, all target browsers are regarded as browsers to be recommended. Or, if the network type of the currently connected network is a data network type, and the ratio calculated above is less than or equal to the specified ratio, all target browsers are regarded as browsers to be recommended.
步骤S480:将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Step S480: Push the browser to be recommended as the browser that accesses the webpage link.
在本申请实施例中,步骤S480可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, step S480 can refer to the content of the foregoing embodiment, which will not be repeated here.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像,确定目标网页类型,根据浏览器画像,确定用于访问目标网页类型的网页的目标浏览器,当目标浏览器为多个,且目标网页类型的网页对于流量消耗较大时,然后基于当前连接的网络的网络类型,以及根据网页访问画像中的网页特征,来确定用户对网络的使用习惯,对目标浏览器进一步筛选后,进行浏览器的推荐。不仅能够避免用户对于浏览器的选择困难的问题,而且推荐的浏览器也能较为适合用户需要访问的网页链接,还避免了用户使用数据网络进行网页访问时,数据网络的流量消耗过多的情况,提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the target page type webpage according to the browser portrait. When there are multiple target browsers, and the target page type webpage consumes traffic When it is larger, the user's network usage habits are determined based on the network type of the currently connected network and the webpage characteristics in the webpage access profile, and the target browser is further screened before browser recommendation is made. Not only can it avoid the user's difficulty in choosing a browser, but the recommended browser can also be more suitable for the web page link that the user needs to visit, and it also avoids the data network traffic consumption when the user uses the data network to access the web page. , To enhance the user’s online experience.
请参阅图6,图6示出了本申请又再一个实施例提供的信息推送方法的流程示意图。该信息推送方法可应用于上述电子设备,下面将针对图6所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 6. FIG. 6 shows a schematic flowchart of an information pushing method provided by yet another embodiment of the present application. The information pushing method can be applied to the above-mentioned electronic devices. The following will describe the process shown in FIG. 6 in detail. The information pushing method may specifically include the following steps:
步骤S510:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S510: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
步骤S520:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征。Step S520: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
步骤S530:根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配。Step S530: Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages visited by the target user in history.
步骤S540:根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器。Step S540: Determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser portrait.
在本申请实施例中,步骤S510至步骤S540可以参阅前述实施例的内容,在此不再赘述。In the embodiment of the present application, steps S510 to S540 can refer to the content of the foregoing embodiment, which will not be repeated here.
步骤S550:如果目标浏览器为多个时,获取所述电子设备的设备参数。Step S550: If there are multiple target browsers, obtain the device parameters of the electronic device.
在本申请实施例中,如果目标浏览器为多个时,电子设备还可以获取其设备参数, 并根据设备参数来对目标浏览器进行进一步地筛选。其中,设备参数可以包括处理器参数、内存参数、存储参数、屏幕参数等,具体的设备参数可以不作为限定。In the embodiment of the present application, if there are multiple target browsers, the electronic device may also obtain its device parameters, and further filter the target browsers according to the device parameters. Among them, the device parameters may include processor parameters, memory parameters, storage parameters, screen parameters, etc., and specific device parameters may not be limited.
步骤S560:根据所述设备参数,从多个所述目标浏览器中选取满足指定运行条件的浏览器作为待推荐浏览器。Step S560: According to the device parameters, a browser that meets the specified operating condition is selected from a plurality of the target browsers as the browser to be recommended.
在本申请实施例中,电子设备根据其设备参数,可以获知其适合运行何种目标浏览器。例如,电子设备的屏幕参数不佳,即显示效果不好,则可以选取渲染效果一般,而运行更为流畅的目标浏览器。又例如,电子设备的内存较小,则可以选取占用内存较小的目标浏览器。当然,以上选取方式仅为举例,并不构成对实际的选取方案的限定。In the embodiment of the present application, the electronic device can learn which target browser is suitable for running according to its device parameters. For example, if the screen parameters of the electronic device are not good, that is, the display effect is not good, then a target browser that has a normal rendering effect and runs smoother can be selected. For another example, if the memory of the electronic device is small, the target browser that occupies a small memory can be selected. Of course, the above selection method is only an example, and does not constitute a limitation on the actual selection scheme.
在一些实施方式中,电子设备根据设备参数,从多个目标浏览器中选取满足指定运行条件的浏览器作为待推荐浏览器,可以包括:In some embodiments, the electronic device selects a browser that meets specified operating conditions from multiple target browsers as the browser to be recommended according to device parameters, which may include:
根据所述设备参数,确定所述电子设备的当前剩余内存,以及每个所述目标浏览器运行时所占用的运行内存值;获取每个所述目标浏览器所对应的运行内存值与所述当前剩余内存的差值;从多个所述目标浏览器中选取差值大于指定阈值浏览器作为待推荐浏览器。According to the device parameters, determine the current remaining memory of the electronic device and the running memory value occupied by each target browser when running; obtain the running memory value corresponding to each target browser and the The difference of the current remaining memory; a browser with a difference greater than a specified threshold is selected from a plurality of the target browsers as the browser to be recommended.
可以理解的,如果目标浏览器所对应的运行内存值与电子设备的当前剩余内存的差值小于或等于指定阈值,则表示该目标浏览器运行可能会导致运行卡顿,而差值大于指定阈值,则表示该目标浏览器能够顺畅运行。其中,指定阈值的具体数值可以不作为限定,例如指定阈值可以为200兆(Mb),也可以为500Mb等。It is understandable that if the difference between the running memory value corresponding to the target browser and the current remaining memory of the electronic device is less than or equal to the specified threshold, it means that the target browser may cause running stalls, and the difference is greater than the specified threshold , It means that the target browser can run smoothly. Wherein, the specific value of the designated threshold may not be regarded as a limitation. For example, the designated threshold may be 200 megabytes (Mb) or 500 Mb.
在该实施方式中,如果每个目标浏览器所对应的差值均小于或等于所述指定阈值,则电子设备可以从多个浏览器中除所述目标浏览器以外的其他浏览器中确定满足所述指定运行条件的浏览器,作为待推荐浏览器。可以理解的,每个目标浏览器所对应的差值均小于或等于所述指定阈值,则表示以上确定的所有目标浏览器均不适合当前运行,因此可以选择其他的浏览器作为待推荐浏览器,以避免访问网页时的卡顿。In this implementation manner, if the difference corresponding to each target browser is less than or equal to the specified threshold, the electronic device may determine that it satisfies the requirements from among the multiple browsers other than the target browser. The browser with the specified operating conditions is used as the browser to be recommended. It is understandable that the difference corresponding to each target browser is less than or equal to the specified threshold, which means that all the target browsers determined above are not suitable for the current operation, so other browsers can be selected as the browser to be recommended , To avoid stuttering when accessing the webpage.
步骤S570:将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Step S570: Push the browser to be recommended as the browser that accesses the webpage link.
在本申请实施例中,步骤S570可以参阅前述实施例的内容,在此不再赘述。In this embodiment of the present application, step S570 can refer to the content of the foregoing embodiment, and will not be repeated here.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像,确定目标网页类型,根据浏览器画像,确定用于访问目标网页类型的网页的目标浏览器,当目标浏览器为多个时,还基于电子设备的设备参数,对目标浏览器进一步筛选后,进行浏览器的推荐。通过以上方法,不仅能够避免用户对于浏览器的选择困难的问题,而且推荐的浏览器也能较为适合用户需要访问的网页链接,提升了用户的上网体验。另外,还在确定出的待推荐浏览器为多个时,根据设备参数来进一步筛选适合设备运行的浏览器,避免了网页访问时发生卡顿的情况,进一步地提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Then, determine the target webpage type according to the webpage access portrait, and determine the target browser used to access the webpage of the target webpage type according to the browser portrait. When there are multiple target browsers, it is also based on the device parameters of the electronic device. After further screening the target browser, the browser recommendation is made. Through the above method, not only can the user's difficulty in choosing a browser be avoided, but the recommended browser can also be more suitable for the web page link that the user needs to access, which improves the user's online experience. In addition, when there are multiple browsers to be recommended are determined, the browsers suitable for operation of the device are further selected according to the device parameters, which avoids the occurrence of jams during web page access and further improves the user's online experience.
请参阅图7,图7示出了本申请又另一个实施例提供的信息推送方法的流程示意图。该信息推送方法可应用于上述电子设备,下面将针对图7所示的流程进行详细的阐述,所述信息推送方法具体可以包括以下步骤:Please refer to FIG. 7. FIG. 7 shows a schematic flowchart of an information pushing method provided by yet another embodiment of the present application. The information pushing method can be applied to the above-mentioned electronic devices. The following will elaborate on the process shown in FIG. 7 in detail. The information pushing method may specifically include the following steps:
步骤S610:当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器。Step S610: When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed.
步骤S620:获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征.Step S620: Obtain a webpage access portrait of the target user and a browser portrait of each browser in the plurality of browsers, where the webpage access portrait is used to characterize the webpage characteristics of the webpage historically visited by the target user, and the browsing The browser portrait is used to characterize the functional characteristics and performance characteristics of the browser.
步骤S630:根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器。Step S630: Determine the browser to be recommended from the multiple browsers according to the webpage access portrait and the browser portrait.
在本申请实施例中,步骤S610至步骤S630可以参阅前述实施例的内容,在此不 再赘述。In the embodiment of the present application, steps S610 to S630 can refer to the content of the foregoing embodiment, which will not be repeated here.
步骤S640:展示浏览器的选取列表。Step S640: Display the selection list of the browser.
在本申请实施例中,电子设备在对待推荐浏览器进行推送时,可以展示浏览器的选取列表。该选取列表用于用户对浏览器进行选取,选取列表中至少包括有以上待推荐浏览器。其中,待推荐浏览器的展示形式可以不作为限定,例如,可以为弹窗展示。In the embodiment of the present application, when the electronic device pushes the browser to be recommended, it may display the browser selection list. The selection list is used by the user to select a browser, and the selection list includes at least the above browsers to be recommended. Among them, the display form of the browser to be recommended may not be a limitation, for example, it may be a pop-up display.
步骤S650:在所述选取列表中将所述待推荐浏览器进行推送。Step S650: Push the browser to be recommended in the selection list.
在本申请实施例中,电子设备可以将待推荐浏览器于选取列表中进行推送。作为一种方式,电子设备可以将待推荐浏览器显示于选取列表中的目标位置,也就是说,将待推荐浏览器所对应的选取图标显示于选取列表中的目标位置,该选取图标用于触发对待推荐浏览器的选取。例如,选取列表中各个浏览器以竖列排列时,可以将待推荐浏览器显示于置顶位置;又例如,选取列表中各个浏览器以横行排列时,可以将待推荐浏览器显示于左侧位置。当然,具体的目标位置可以不作为限定。作为另一种方式,电子设备可以将待推荐浏览器以目标样式显示于选取列表,目标样式不同于选取列表中其他浏览器的显示样式,也就是说,将待推荐浏览器所对应的选取图标以目标样式进行展示,其中,目标样式可以为目标颜色、目标字体的选取图标。通过以上方式,可以使目标浏览器区别于其他浏览器,方便用户对浏览器做出抉择。In the embodiment of the present application, the electronic device may push the browser to be recommended in the selection list. As a way, the electronic device can display the browser to be recommended at the target location in the selection list, that is, the selection icon corresponding to the browser to be recommended is displayed at the target location in the selection list, and the selection icon is used for Trigger the selection of the browser to be recommended. For example, when the browsers in the selection list are arranged in a vertical column, the browsers to be recommended can be displayed in the top position; for example, when the browsers in the selection list are arranged in a horizontal row, the browsers to be recommended can be displayed in the left position . Of course, the specific target location may not be a limitation. As another way, the electronic device may display the browser to be recommended in the selection list in a target style, which is different from the display styles of other browsers in the selection list, that is, the selection icon corresponding to the browser to be recommended It is displayed in a target style, where the target style can be the selected icon of the target color and target font. Through the above method, the target browser can be distinguished from other browsers, and it is convenient for the user to make a decision on the browser.
在一些实施方式中,当待推荐浏览器为多个时,电子设备还可以获取当前时间之前指定时间段内多个所述待推荐浏览器中每个待推荐浏览器的使用频率;根据使用频率从高到低的顺序,对多个待推荐浏览器于选取列表中显示的先后顺序进行排序。从而,可以使用户对多个待推荐浏览器进行选择时,能够更好的进行选择。In some embodiments, when there are multiple browsers to be recommended, the electronic device may also obtain the use frequency of each of the multiple browsers to be recommended within a specified time period before the current time; according to the use frequency Sort the order in which the multiple browsers to be recommended are displayed in the selection list from high to low. Therefore, the user can make a better selection when selecting multiple browsers to be recommended.
本申请实施例提供的信息推送方法,通过当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,并获取目标用户的网页访问画像以及各个已安装的浏览器的浏览器画像,然后根据网页访问画像以及浏览器画像,确定待推荐浏览器,并在浏览器的选取列表中将待推荐浏览器进行推送。通过以上方式,确定待推荐浏览器之后,将待推荐浏览器于选取列表中进行推送,使用户可以明确的知道哪些浏览器适合使用,方便了用户对于浏览器的选取,能够避免用户对于浏览器的选择困难的问题,而且推荐的浏览器也能较为适合用户需要访问的网页链接,提升了用户的上网体验。The information push method provided by the embodiments of the present application obtains multiple browsers currently installed when an access request to a webpage link in an application is detected, and obtains the webpage access portrait of the target user and the browsing of each installed browser Browser portrait, and then determine the browser to be recommended according to the webpage access portrait and the browser portrait, and push the browser to be recommended in the browser selection list. Through the above method, after the browser to be recommended is determined, the browser to be recommended is pushed in the selection list, so that the user can clearly know which browsers are suitable for use, which facilitates the user's choice of browsers, and can avoid the user's browser The problem of difficult selection, and the recommended browser can also be more suitable for the web page link that the user needs to visit, which improves the user’s online experience.
请参阅图8,其示出了本申请实施例提供的一种信息推送装置400的结构框图。该信息推送装置400应用上述的电子设备,该信息推送装置400包括:第一获取模块410、第二获取模块420、浏览器确定模块430以及浏览器推送模块440。其中,第一获取模块410用于当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器;第二获取模块420用于获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征;浏览器确定模块430用于根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器;浏览器推送模块440用于将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Please refer to FIG. 8, which shows a structural block diagram of an information pushing device 400 provided by an embodiment of the present application. The information pushing device 400 uses the above-mentioned electronic equipment, and the information pushing device 400 includes: a first acquiring module 410, a second acquiring module 420, a browser determining module 430, and a browser pushing module 440. Wherein, the first obtaining module 410 is used to obtain multiple browsers currently installed when a request to access a webpage link in the application is detected; the second obtaining module 420 is used to obtain a webpage access portrait of the target user and the multiple A browser portrait of each browser in the browser, where the webpage access portrait is used to characterize the webpage characteristics of the webpages historically visited by the target user, and the browser portrait is used to characterize the functional characteristics and performance characteristics of the browser; browsing; The browser determination module 430 is configured to determine the browser to be recommended from the plurality of browsers according to the webpage access profile and the browser profile; the browser push module 440 is configured to use the browser to be recommended as the access location The browser of the webpage link is pushed.
在一些实施方式中,浏览器确定模块430可以包括:第一确定单元,用于根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配;第二确定单元,用于根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器,将所述目标浏览器作为待推荐浏览器。In some embodiments, the browser determining module 430 may include: a first determining unit, configured to determine the target webpage type according to the webpage access profile, the webpage characteristics of the target webpage type and the webpages visited by the target user in history Webpage feature matching; a second determining unit, configured to determine a target browser for accessing the webpage of the target webpage type from the multiple browsers according to the browser profile, and use the target browser as To be recommended browser.
在该实施方式中,第二确定单元可以包括:参数值确定子单元以及浏览器筛选子单元。参数值确定子单元用于根据所述浏览器画像,确定所述多个浏览器中每个浏览器访问所述目标网页类型的网页的评价参数值;浏览器筛选子单元用于根据每个浏览 器对应的所述评价参数值,从所述多个浏览器中确定所述评价参数值满足预设参数值条件的目标浏览器,将所述目标浏览器作为待推荐浏览器。In this embodiment, the second determining unit may include: a parameter value determining subunit and a browser screening subunit. The parameter value determination subunit is used to determine the evaluation parameter value of each browser of the plurality of browsers to access the webpage of the target webpage type according to the browser portrait; the browser filtering subunit is used to determine the evaluation parameter value according to each browser The evaluation parameter value corresponding to the browser, the target browser whose evaluation parameter value meets the preset parameter value condition is determined from the plurality of browsers, and the target browser is used as the browser to be recommended.
进一步地,参数值确定子单元可以具体用于:根据所述每个浏览器的浏览器画像中的功能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的功能匹配值;根据所述每个浏览器的浏览器画像中的性能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的性能匹配值;根据所述功能匹配值以及所述性能匹配值,确定所述每个浏览器访问所述目标网页类型的网页的评价参数值。Further, the parameter value determining subunit may be specifically configured to: determine that each browser visits the target according to the functional characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type. The function matching value of the webpage of the webpage type; according to the performance characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type, it is determined that each browser accesses the webpage of the target webpage type According to the function matching value and the performance matching value, determine the evaluation parameter value for each browser to access the webpage of the target webpage type.
进一步地,参数确定子单元根据所述功能匹配值以及所述性能匹配值,确定所述每个浏览器访问所述目标网页类型的网页的评价参数值,可以包括:将所述能匹配值以及所述性能匹配值进行相加,或者,根据预设权重分配关系进行加权求和,获得所述每个浏览器访问所述目标网页类型的网页的评价参数值。Further, the parameter determination subunit determines the evaluation parameter value of each browser to access the webpage of the target webpage type according to the function matching value and the performance matching value, which may include: combining the matching value and The performance matching values are added, or weighted and summed according to a preset weight distribution relationship, to obtain the evaluation parameter value of the webpage of the target webpage type accessed by each browser.
在一些实施方式中,所述浏览器画像还用于表征浏览器的用户评价特征。该信息推送装置400还可以包括:好评率获取模块以及第一筛选模块。好评率获取模块用于如果所述目标浏览器为多个时,在将所述目标浏览器作为待推荐浏览器之前,根据所述用户评价特征,确定每个所述目标浏览器的好评率;第一筛选模块用于从多个所述目标浏览器中选取所述好评率大于指定好评率或者好评率最高的浏览器,作为待推荐浏览器。In some embodiments, the browser portrait is also used to characterize user evaluation features of the browser. The information pushing device 400 may further include: a favorable rating obtaining module and a first screening module. The favorable comment rate obtaining module is used for determining the favorable comment rate of each target browser according to the user evaluation characteristics if there are multiple target browsers before using the target browser as the browser to be recommended; The first screening module is used to select the browser with the favorable favorable rate greater than the designated favorable favorable rate or the highest favorable favorable rate from a plurality of the target browsers as the browser to be recommended.
在一些实施方式中,所述浏览器画像还用于表征使用浏览器访问各个网页类型的网页的人数特征。该信息推送装置400还可以包括:人数获取模块以及第二筛选模块。人数获取模块用于如果所述目标浏览器为多个,在将所述目标浏览器作为待推荐浏览器之前,根据所述人数特征,确定使用每个所述目标浏览器访问所述目标网页类型的网页的使用人数;第二筛选模块用于从多个所述目标浏览器中选取所述使用人数大于指定人数或者使用人数最多的浏览器,作为待推荐浏览器。In some embodiments, the browser profile is also used to characterize the characteristics of the number of people who use the browser to visit webpages of various webpage types. The information pushing device 400 may further include: a number acquisition module and a second screening module. The number of people acquisition module is used for determining the type of target webpage to use each of the target browsers to access the target webpage according to the characteristics of the number of people before the target browser is used as the browser to be recommended if there are multiple target browsers The number of users of the webpage; the second screening module is used to select the browser with the number of users greater than the specified number or the number of users from the multiple target browsers as the browser to be recommended.
在一些实施方式中,所述网页访问画像还用于表征所述目标用户历史访问网页时的网络环境特征。该信息推送装置400还可以包括:第一网络获取模块、第二网络获取模块、比例获取模块以及第三筛选模块。第一网络获取模块用于如果所述目标浏览器为多个时,在所述将所述目标浏览器作为待推荐浏览器之前,确定所述电子设备当前连接的网络的网络类型;第二网络获取模块用于如果所述网络类型为数据网络类型;比例获取模块用于根据所述网络环境特征,确定所述目标用户历史访问网页时使用数据网络类型所占使用的所有网络类型的比例;第三筛选模块用于如果所述比例小于指定比例,从多个所述目标浏览器中选取访问所述目标网页类型的网页的流量消耗值满足指定流量消耗条件的浏览器,作为待推荐浏览器。In some embodiments, the webpage access profile is also used to characterize the characteristics of the network environment when the target user historically visits the webpage. The information pushing device 400 may further include: a first network acquisition module, a second network acquisition module, a ratio acquisition module, and a third screening module. The first network acquisition module is configured to determine the network type of the network to which the electronic device is currently connected if there are multiple target browsers before the target browser is used as the browser to be recommended; the second network The obtaining module is used for if the network type is a data network type; the ratio obtaining module is used for determining the proportion of all network types used by the target user when the target user historically visits the webpage using the data network type according to the characteristics of the network environment; The three-screening module is configured to, if the ratio is less than the specified ratio, select from a plurality of the target browsers a browser whose flow consumption value of the webpage of the target webpage type meets the specified flow consumption condition as the browser to be recommended.
在该实施方式中,所述指定流量消耗条件包括:In this embodiment, the specified traffic consumption conditions include:
访问所述目标网页类型的网页的流量消耗值低于第二流量值;或者The traffic consumption value of visiting the webpage of the target page type is lower than the second traffic value; or
访问所述目标网页类型的网页的流量消耗值最低。The traffic consumption value of visiting the webpage of the target webpage type is the lowest.
在该实施方式中,浏览器确定模块还可以用于:如果所述网络类型为无线局域网络类型时,或者,如果所述网络类型为数据网络类型,且所述比例小于或等于所述指定比例时,将所有目标浏览器作为待推荐浏览器。In this embodiment, the browser determination module can also be used: if the network type is a wireless local area network type, or if the network type is a data network type, and the ratio is less than or equal to the specified ratio At the time, all target browsers are regarded as browsers to be recommended.
在一些实施方式中,该信息推送装置400还可以包括:参数获取模块以及第四筛选模块。参数获取模块用于如果所述目标浏览器为多个时,获取所述电子设备的设备参数;第四筛选模块用于根据所述设备参数,从多个所述目标浏览器中选取满足指定运行条件的浏览器作为待推荐浏览器。In some embodiments, the information pushing device 400 may further include: a parameter acquisition module and a fourth screening module. The parameter obtaining module is used to obtain the device parameters of the electronic device if there are multiple target browsers; the fourth screening module is used to select from a plurality of the target browsers satisfying the specified operation according to the device parameters The conditional browser is regarded as the browser to be recommended.
在该实施方式中,第四筛选模块可以包括:内存获取单元、差值获取单元以及筛选执行单元。内存获取单元用于根据所述设备参数,确定所述电子设备的当前剩余内存,以及每个所述目标浏览器运行时所占用的运行内存值;差值获取单元用于获取每 个所述目标浏览器所对应的运行内存值与所述当前剩余内存的差值;筛选执行单元用于从多个所述目标浏览器中选取差值大于指定阈值浏览器作为待推荐浏览器。In this embodiment, the fourth screening module may include: a memory obtaining unit, a difference obtaining unit, and a screening execution unit. The memory acquisition unit is used to determine the current remaining memory of the electronic device and the running memory value occupied by each target browser according to the device parameters; the difference acquisition unit is used to obtain each target The difference between the running memory value corresponding to the browser and the current remaining memory; the filtering execution unit is used to select a browser with a difference greater than a specified threshold from a plurality of the target browsers as the browser to be recommended.
在该实施方式中,筛选执行单元还可以用于如果每个所述目标浏览器所对应的所述差值均小于或等于所述指定阈值,则从所述多个浏览器中除所述目标浏览器以外的其他浏览器中确定满足所述指定运行条件的浏览器,作为待推荐浏览器。In this embodiment, the screening execution unit may be further configured to divide the target from the multiple browsers if the difference corresponding to each of the target browsers is less than or equal to the specified threshold. A browser other than the browser that meets the specified operating condition is determined as the browser to be recommended.
在一些实施方式中,浏览器推送模块可以包括:列表展示单元,用于展示浏览器的选取列表;推送执行单元,用于在所述选取列表中将所述待推荐浏览器进行推送。In some embodiments, the browser pushing module may include: a list display unit for displaying a selection list of the browser; and a push execution unit for pushing the browser to be recommended in the selection list.
作为一种实施方式,推送执行单元可以具体用于:将所述待推荐浏览器显示于所述选取列表中的目标位置。As an implementation manner, the push execution unit may be specifically configured to display the browser to be recommended at the target location in the selection list.
作为另一种实施方式,推送执行单元也可以具体用于:将所述待推荐浏览器以目标样式显示于所述选取列表,所述目标样式不同于所述选取列表中其他浏览器的显示样式。As another implementation manner, the push execution unit may also be specifically configured to: display the browser to be recommended on the pick list in a target style, where the target style is different from the display styles of other browsers in the pick list .
在一些实施方式中,浏览器推送模块还可以包括:频率获取单元以及排序单元。频率获取单元用于当所述待推荐浏览器为多个时,获取当前时间之前指定时间段内所述多个所述待推荐浏览器中每个待推荐浏览器的使用频率;排序单元用于根据所述使用频率从高到低的顺序,对多个所述待推荐浏览器于所述选取列表中显示的先后顺序进行排序。In some embodiments, the browser push module may further include: a frequency acquisition unit and a sorting unit. The frequency obtaining unit is configured to obtain the usage frequency of each browser to be recommended in the plurality of browsers to be recommended in a specified time period before the current time when there are multiple browsers to be recommended; the sorting unit is used to According to the order of the frequency of use from high to low, the order in which the plurality of browsers to be recommended are displayed in the selection list is sorted.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述装置和模块的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the device and module described above can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.
在本申请所提供的几个实施例中,模块相互之间的耦合可以是电性,机械或其它形式的耦合。In the several embodiments provided in this application, the coupling between the modules may be electrical, mechanical or other forms of coupling.
另外,在本申请各个实施例中的各功能模块可以集成在一个处理模块中,也可以是各个模块单独物理存在,也可以两个或两个以上模块集成在一个模块中。上述集成的模块既可以采用硬件的形式实现,也可以采用软件功能模块的形式实现。In addition, the functional modules in the various embodiments of the present application may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The above-mentioned integrated modules can be implemented in the form of hardware or software functional modules.
综上所述,本申请提供的方案,通过电子设备检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器,获取目标用户的网页访问画像以及多个浏览器中每个浏览器的浏览器画像,其中,该网页访问画像用于表征目标用户历史访问的网页的网页特征,浏览器画像用于表征浏览器的功能特征以及性能特征,然后根据网页访问画像以及浏览器画像,从以上多个浏览器中确定待推荐浏览器,将待推荐浏览器作为访问该网页链接的浏览器进行推送。从而可以实现在应用内对网页进行访问时,根据用户的网页访问画像以及浏览器画像来进行浏览器的推荐,方便用户进行浏览器的选择,提升了用户体验。In summary, the solution provided by this application, when an electronic device detects a request to access a webpage link in an application, obtains multiple browsers currently installed, obtains the webpage access portrait of the target user, and each of the multiple browsers The browser profile of the browser, where the webpage visit profile is used to characterize the webpage characteristics of the webpage visited by the target user in the history, the browser profile is used to characterize the functional and performance characteristics of the browser, and then the webpage visit profile and the browser profile are used , Determine the browser to be recommended from the above multiple browsers, and push the browser to be recommended as the browser that visits the web page link. In this way, it is possible to implement browser recommendation based on the user's webpage access profile and browser profile when accessing a webpage in the application, which facilitates the user's selection of the browser and improves the user experience.
请参考图9,其示出了本申请实施例提供的一种电子设备的结构框图。该电子设备100可以是移动终端、平板电脑、智能手表、笔记本电脑、PC电脑等能够运行应用程序的设备。本申请中的电子设备100可以包括一个或多个如下部件:处理器110、存储器120以及一个或多个应用程序,其中一个或多个应用程序可以被存储在存储器120中并被配置为由一个或多个处理器110执行,一个或多个程序配置用于执行如前述方法实施例所描述的方法。Please refer to FIG. 9, which shows a structural block diagram of an electronic device provided by an embodiment of the present application. The electronic device 100 may be a device capable of running application programs, such as a mobile terminal, a tablet computer, a smart watch, a notebook computer, and a PC computer. The electronic device 100 in this application may include one or more of the following components: a processor 110, a memory 120, and one or more application programs. One or more application programs may be stored in the memory 120 and configured to be Or multiple processors 110 execute, and one or more programs are configured to execute the method described in the foregoing method embodiment.
处理器110可以包括一个或者多个处理核。处理器110利用各种接口和线路连接整个电子设备100内的各个部分,通过运行或执行存储在存储器120内的指令、程序、代码集或指令集,以及调用存储在存储器120内的数据,执行电子设备100的各种功能和处理数据。可选地,处理器110可以采用数字信号处理(Digital Signal Processing,DSP)、现场可编程门阵列(Field-Programmable Gate Array,FPGA)、可编程逻辑阵列(Programmable Logic Array,PLA)中的至少一种硬件形式来实现。处理器110可集成中央处理器(Central Processing Unit,CPU)、图像处理器(Graphics Processing Unit,GPU)和调制解调器等中的一种或几种的组合。其中,CPU主要处理操作系统、 用户界面和应用程序等;GPU用于负责显示内容的渲染和绘制;调制解调器用于处理无线通信。可以理解的是,上述调制解调器也可以不集成到处理器110中,单独通过一块通信芯片进行实现。The processor 110 may include one or more processing cores. The processor 110 uses various interfaces and lines to connect various parts of the entire electronic device 100, and executes by running or executing instructions, programs, code sets, or instruction sets stored in the memory 120, and calling data stored in the memory 120. Various functions and processing data of the electronic device 100. Optionally, the processor 110 may adopt at least one of Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA), and Programmable Logic Array (PLA). A kind of hardware form to realize. The processor 110 may be integrated with one or a combination of a central processing unit (CPU), a graphics processing unit (GPU), a modem, and the like. Among them, the CPU mainly processes the operating system, user interface, and application programs; the GPU is used for rendering and drawing of display content; the modem is used for processing wireless communication. It can be understood that the above-mentioned modem may not be integrated into the processor 110, but may be implemented by a communication chip alone.
存储器120可以包括随机存储器(Random Access Memory,RAM),也可以包括只读存储器(Read-Only Memory)。存储器120可用于存储指令、程序、代码、代码集或指令集。存储器120可包括存储程序区和存储数据区,其中,存储程序区可存储用于实现操作系统的指令、用于实现至少一个功能的指令(比如触控功能、声音播放功能、图像播放功能等)、用于实现下述各个方法实施例的指令等。存储数据区还可以存储电子设备100在使用中所创建的数据(比如电话本、音视频数据、聊天记录数据)等。The memory 120 may include random access memory (RAM) or read-only memory (Read-Only Memory). The memory 120 may be used to store instructions, programs, codes, code sets or instruction sets. The memory 120 may include a program storage area and a data storage area, where the program storage area may store instructions for implementing the operating system and instructions for implementing at least one function (such as touch function, sound playback function, image playback function, etc.) , Instructions used to implement the following various method embodiments, etc. The storage data area can also store data (such as phone book, audio and video data, chat record data) created by the electronic device 100 during use.
请参考图10,其示出了本申请实施例提供的一种计算机可读存储介质的结构框图。该计算机可读介质800中存储有程序代码,所述程序代码可被处理器调用执行上述方法实施例中所描述的方法。Please refer to FIG. 10, which shows a structural block diagram of a computer-readable storage medium provided by an embodiment of the present application. The computer-readable medium 800 stores program code, and the program code can be invoked by a processor to execute the method described in the foregoing method embodiment.
计算机可读存储介质800可以是诸如闪存、EEPROM(电可擦除可编程只读存储器)、EPROM、硬盘或者ROM之类的电子存储器。可选地,计算机可读存储介质800包括非易失性计算机可读介质(non-transitory computer-readable storage medium)。计算机可读存储介质800具有执行上述方法中的任何方法步骤的程序代码810的存储空间。这些程序代码可以从一个或者多个计算机程序产品中读出或者写入到这一个或者多个计算机程序产品中。程序代码810可以例如以适当形式进行压缩。The computer-readable storage medium 800 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read Only Memory), EPROM, hard disk, or ROM. Optionally, the computer-readable storage medium 800 includes a non-transitory computer-readable storage medium. The computer-readable storage medium 800 has storage space for the program code 810 for executing any method steps in the above-mentioned methods. These program codes can be read from or written into one or more computer program products. The program code 810 may be compressed in a suitable form, for example.
最后应说明的是:以上实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不驱使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the application, not to limit them; although the application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: The technical solutions recorded in the foregoing embodiments are modified, or some of the technical features thereof are equivalently replaced; these modifications or replacements do not drive the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims (20)

  1. 一种信息推送方法,其特征在于,应用于电子设备,所述方法包括:An information push method, characterized in that it is applied to an electronic device, and the method includes:
    当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器;When an access request to a webpage link in the application is detected, obtain multiple browsers currently installed;
    获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征;Obtain a webpage access portrait of a target user and a browser portrait of each browser in the plurality of browsers. The webpage access portrait is used to characterize the webpage characteristics of the webpage visited by the target user in history, and the browser portrait is used To characterize the functional characteristics and performance characteristics of the browser;
    根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器;Determining the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait;
    将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。Push the browser to be recommended as the browser that accesses the webpage link.
  2. 根据权利要求1所述的方法,其特征在于,所述根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器,包括:The method according to claim 1, wherein the determining the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait comprises:
    根据所述网页访问画像,确定目标网页类型,所述目标网页类型的网页特征与所述目标用户历史访问的网页的网页特征匹配;Determine a target webpage type according to the webpage access portrait, and the webpage characteristics of the target webpage type match the webpage characteristics of the webpages historically visited by the target user;
    根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器,将所述目标浏览器作为待推荐浏览器。According to the browser portrait, a target browser for accessing the webpage of the target webpage type is determined from the plurality of browsers, and the target browser is used as the browser to be recommended.
  3. 根据权利要求2所述的方法,其特征在于,所述根据所述浏览器画像,从所述多个浏览器中确定用于访问所述目标网页类型的网页的目标浏览器,将所述目标浏览器作为待推荐浏览器,包括:The method according to claim 2, wherein the target browser for accessing the webpage of the target webpage type is determined from the plurality of browsers according to the browser profile, and the target browser is As the browser to be recommended, the browser includes:
    根据所述浏览器画像,确定所述多个浏览器中每个浏览器访问所述目标网页类型的网页的评价参数值;Determining, according to the browser portrait, an evaluation parameter value for each of the plurality of browsers to access the webpage of the target webpage type;
    根据每个浏览器对应的所述评价参数值,从所述多个浏览器中确定所述评价参数值满足预设参数值条件的目标浏览器,将所述目标浏览器作为待推荐浏览器。According to the evaluation parameter value corresponding to each browser, a target browser whose evaluation parameter value meets a preset parameter value condition is determined from the plurality of browsers, and the target browser is used as the browser to be recommended.
  4. 根据权利要求3所述的方法,其特征在于,所述根据所述浏览器画像,确定所述多个浏览器中每个浏览器访问所述目标网页类型的网页的评价参数值,包括:The method according to claim 3, wherein the determining, according to the browser profile, the evaluation parameter value of each of the plurality of browsers for accessing the webpage of the target webpage type comprises:
    根据所述每个浏览器的浏览器画像中的功能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的功能匹配值;Determine, according to the functional characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type, a function matching value for each browser to access the webpage of the target webpage type;
    根据所述每个浏览器的浏览器画像中的性能特征,以及所述目标网页类型的网页特征,确定所述每个浏览器访问所述目标网页类型的网页的性能匹配值;Determining the performance matching value for each browser to access the webpage of the target webpage type according to the performance characteristics in the browser portrait of each browser and the webpage characteristics of the target webpage type;
    根据所述功能匹配值以及所述性能匹配值,确定所述每个浏览器访问所述目标网页类型的网页的评价参数值。According to the function matching value and the performance matching value, an evaluation parameter value for each browser to access the webpage of the target webpage type is determined.
  5. 根据权利要求4所述的方法,其特征在于,所述根据所述功能匹配值以及所述性能匹配值,确定所述每个浏览器访问所述目标网页类型的网页的评价参数值,包括:The method according to claim 4, wherein the determining the evaluation parameter value of the webpage of the target webpage type accessed by each browser according to the function matching value and the performance matching value comprises:
    将所述能匹配值以及所述性能匹配值进行相加,或者,根据预设权重分配关系进行加权求和,获得所述每个浏览器访问所述目标网页类型的网页的评价参数值。Adding the matching value and the performance matching value, or performing a weighted summation according to a preset weight distribution relationship, to obtain the evaluation parameter value of the webpage of the target webpage type accessed by each browser.
  6. 根据权利要求3-5任一项所述的方法,其特征在于,所述根据每个浏览器对应的所述评价参数值,从所述多个浏览器中确定所述评价参数值满足预设参数值条件的目标浏览器,包括:The method according to any one of claims 3 to 5, wherein, according to the evaluation parameter value corresponding to each browser, it is determined from the plurality of browsers that the evaluation parameter value satisfies a preset The target browser of the parameter value condition, including:
    根据每个浏览器对应的所述评价参数值,对所述多个浏览器按照评价参数值由高到低的顺序进行排名;According to the evaluation parameter value corresponding to each browser, rank the multiple browsers in descending order of the evaluation parameter value;
    根据排名结果,从所述多个浏览器中获取排名最高的浏览器作为目标浏览器。According to the ranking result, the browser with the highest ranking among the multiple browsers is obtained as the target browser.
  7. 根据权利要求3-6任一项所述的方法,其特征在于,所述浏览器画像还用于表征浏览器的用户评价特征,如果所述目标浏览器为多个,在将所述目标浏览器作为待推荐浏览器之前,所述方法还包括:The method according to any one of claims 3-6, wherein the browser portrait is also used to characterize the user evaluation characteristics of the browser, and if there are multiple target browsers, the target browser Before the browser is used as the browser to be recommended, the method further includes:
    根据所述用户评价特征,确定每个所述目标浏览器的好评率;Determining the favorable rate of each target browser according to the user evaluation characteristics;
    从多个所述目标浏览器中选取所述好评率大于指定好评率或者好评率最高的浏览器,作为待推荐浏览器。Select the browser with the favorable favorable rate greater than the specified favorable favorable rate or the highest favorable favorable rate from a plurality of the target browsers as the browser to be recommended.
  8. 根据权利要求3-7任一项所述的方法,其特征在于,所述浏览器画像还用于表征使用浏览器访问各个网页类型的网页的人数特征,如果所述目标浏览器为多个,在将所述目标浏览器作为待推荐浏览器之前,所述方法还包括:The method according to any one of claims 3-7, wherein the browser profile is also used to characterize the characteristics of the number of people who use the browser to visit webpages of various webpage types, and if there are multiple target browsers, Before using the target browser as the browser to be recommended, the method further includes:
    根据所述人数特征,确定使用每个所述目标浏览器访问所述目标网页类型的网页的使用人数;Determine the number of users who use each of the target browsers to access the webpage of the target webpage type according to the characteristics of the number of people;
    从多个所述目标浏览器中选取所述使用人数大于指定人数或者使用人数最多的浏览器,作为待推荐浏览器。The browser with the number of users greater than the designated number or the number of users is selected from the plurality of target browsers as the browser to be recommended.
  9. 根据权利要求2-8任一项所述的方法,其特征在于,所述网页访问画像还用于表征所述目标用户历史访问网页时的网络环境特征,如果所述目标浏览器为多个,且目标网页类型为指定类型,所述指定类型表征流量消耗值大于第一流量值的网页类型,The method according to any one of claims 2-8, wherein the webpage access profile is also used to characterize the network environment characteristics of the target user when the target user visits the webpage in history, and if there are multiple target browsers, And the target webpage type is a specified type, and the specified type represents a webpage type with a traffic consumption value greater than the first traffic value,
    在所述将所述目标浏览器作为待推荐浏览器之前,所述方法还包括:Before using the target browser as the browser to be recommended, the method further includes:
    确定所述电子设备当前连接的网络的网络类型;Determine the network type of the network to which the electronic device is currently connected;
    如果所述网络类型为数据网络类型,根据所述网络环境特征,确定所述目标用户历史访问网页时使用数据网络类型所占使用的所有网络类型的比例;If the network type is a data network type, according to the network environment characteristics, determine the percentage of all network types used by the target user to use the data network type when accessing the webpage in history;
    如果所述比例小于指定比例,从多个所述目标浏览器中选取访问所述目标网页类型的网页的流量消耗值满足指定流量消耗条件的浏览器,作为待推荐浏览器。If the ratio is less than the specified ratio, a browser whose flow consumption value for accessing the webpage of the target webpage type meets the specified flow consumption condition is selected from a plurality of the target browsers as the browser to be recommended.
  10. 根据权利要求9所述的方法,其特征在于,所述方法还包括:The method according to claim 9, wherein the method further comprises:
    如果所述网络类型为无线局域网络类型时,或者,如果所述网络类型为数据网络类型,且所述比例小于或等于所述指定比例时,将所有目标浏览器作为待推荐浏览器。If the network type is a wireless local area network type, or if the network type is a data network type, and the ratio is less than or equal to the specified ratio, all target browsers are regarded as browsers to be recommended.
  11. 根据权利要求2-10任一项所述的方法,其特征在于,如果所述目标浏览器为多个,在所述将所述目标浏览器作为待推荐浏览器之前,所述方法还包括:The method according to any one of claims 2-10, wherein if there are multiple target browsers, before the setting the target browser as the browser to be recommended, the method further comprises:
    获取所述电子设备的设备参数;Acquiring the device parameters of the electronic device;
    根据所述设备参数,从多个所述目标浏览器中选取满足指定运行条件的浏览器作为待推荐浏览器。According to the device parameters, a browser that meets a specified operating condition is selected from a plurality of the target browsers as the browser to be recommended.
  12. 根据权利要求11所述的方法,其特征在于,所述根据所述设备参数,从多个所述目标浏览器中选取满足指定运行条件的浏览器作为待推荐浏览器,包括:The method according to claim 11, wherein said selecting a browser that meets a specified operating condition from a plurality of said target browsers as the browser to be recommended according to said device parameters comprises:
    根据所述设备参数,确定所述电子设备的当前剩余内存,以及每个所述目标浏览器运行时所占用的运行内存值;According to the device parameters, determine the current remaining memory of the electronic device and the running memory value occupied by each target browser when running;
    获取每个所述目标浏览器所对应的运行内存值与所述当前剩余内存的差值;Acquiring the difference between the running memory value corresponding to each of the target browsers and the current remaining memory;
    从多个所述目标浏览器中选取差值大于指定阈值浏览器作为待推荐浏览器。A browser with a difference greater than a specified threshold is selected from the plurality of target browsers as the browser to be recommended.
  13. 根据权利要求12所述的方法,其特征在于,所述方法还包括:The method according to claim 12, wherein the method further comprises:
    如果每个所述目标浏览器所对应的所述差值均小于或等于所述指定阈值,则从所述多个浏览器中除所述目标浏览器以外的其他浏览器中确定满足所述指定运行条件的浏览器,作为待推荐浏览器。If the difference corresponding to each of the target browsers is less than or equal to the specified threshold, then it is determined from the plurality of browsers other than the target browser that the specified threshold is satisfied The browser under the operating conditions is regarded as the browser to be recommended.
  14. 根据权利要求1-13任一项所述的方法,其特征在于,所述将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送,包括:The method according to any one of claims 1-13, wherein the pushing the browser to be recommended as the browser that accesses the webpage link comprises:
    展示浏览器的选取列表;Display the pick list of the browser;
    在所述选取列表中将所述待推荐浏览器进行推送。Push the browser to be recommended in the selection list.
  15. 根据权利要求14所述的方法,其特征在于,所述在所述选取列表中将所述待推荐浏览器进行推送,包括:The method according to claim 14, wherein the pushing the browser to be recommended in the selection list comprises:
    将所述待推荐浏览器显示于所述选取列表中的目标位置。The browser to be recommended is displayed at the target location in the pick list.
  16. 根据权利要求14所述的方法,其特征在于,所述在所述选取列表中将所述待推荐浏览器进行推送,包括:The method according to claim 14, wherein the pushing the browser to be recommended in the selection list comprises:
    将所述待推荐浏览器以目标样式显示于所述选取列表,所述目标样式不同于所述选取列表中其他浏览器的显示样式。The browser to be recommended is displayed in the pick list in a target style, and the target style is different from the display styles of other browsers in the pick list.
  17. 根据权利要求14-16任一项所述的方法,其特征在于,所述在所述选取列表中将所述待推荐浏览器进行推送,包括:The method according to any one of claims 14-16, wherein the pushing the browser to be recommended in the selection list comprises:
    当所述待推荐浏览器为多个时,获取当前时间之前指定时间段内所述多个所述待推荐浏览器中每个待推荐浏览器的使用频率;When there are multiple browsers to be recommended, acquiring the usage frequency of each browser to be recommended in the plurality of browsers to be recommended in a specified time period before the current time;
    根据所述使用频率从高到低的顺序,对多个所述待推荐浏览器于所述选取列表中显示的先后顺序进行排序。According to the order of the frequency of use from high to low, the order in which the plurality of browsers to be recommended are displayed in the selection list is sorted.
  18. 一种信息推送装置,其特征在于,应用于电子设备,所述装置包括:第一获取模块、第二获取模块、浏览器确定模块以及浏览器推送模块,其中,An information push device, characterized in that it is applied to an electronic device, the device includes: a first acquisition module, a second acquisition module, a browser determination module, and a browser push module, wherein:
    所述第一获取模块用于当检测到应用内对网页链接的访问请求时,获取当前安装的多个浏览器;The first obtaining module is configured to obtain multiple browsers currently installed when an access request to a webpage link in the application is detected;
    所述第二获取模块用于获取目标用户的网页访问画像以及所述多个浏览器中每个浏览器的浏览器画像,所述网页访问画像用于表征所述目标用户历史访问的网页的网页特征,所述浏览器画像用于表征浏览器的功能特征及性能特征;The second acquisition module is configured to acquire a webpage access portrait of a target user and a browser portrait of each browser in the plurality of browsers, and the webpage access portrait is used to characterize a webpage of a webpage visited by the target user in history Features, the browser profile is used to characterize the functional characteristics and performance characteristics of the browser;
    所述浏览器确定模块用于根据所述网页访问画像以及所述浏览器画像,从所述多个浏览器中确定待推荐浏览器;The browser determination module is configured to determine the browser to be recommended from the plurality of browsers according to the webpage access portrait and the browser portrait;
    所述浏览器推送模块用于将所述待推荐浏览器作为访问所述网页链接的浏览器进行推送。The browser pushing module is configured to push the browser to be recommended as the browser that accesses the webpage link.
  19. 一种电子设备,其特征在于,包括:An electronic device, characterized in that it comprises:
    一个或多个处理器;One or more processors;
    存储器;Memory
    一个或多个应用程序,其中所述一个或多个应用程序被存储在所述存储器中并被配置为由所述一个或多个处理器执行,所述一个或多个程序配置用于执行如权利要求1-17任一项所述的方法。One or more application programs, wherein the one or more application programs are stored in the memory and configured to be executed by the one or more processors, and the one or more programs are configured to execute such as The method of any one of claims 1-17.
  20. 一种计算机可读取存储介质,其特征在于,所述计算机可读取存储介质中存储有程序代码,所述程序代码可被处理器调用执行如权利要求1-17任一项所述的方法。A computer-readable storage medium, wherein the computer-readable storage medium stores program code, and the program code can be called by a processor to execute the method according to any one of claims 1-17 .
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114285895A (en) * 2021-12-22 2022-04-05 赛尔网络有限公司 Network resource recommendation method and device, electronic equipment and storage medium
CN115169508A (en) * 2022-09-09 2022-10-11 北京云成金融信息服务有限公司 Data analysis and management method based on supply chain platform
CN117493688A (en) * 2023-11-20 2024-02-02 上海万雍科技股份有限公司 Teaching information recommendation method and device based on user portrait and electronic equipment

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102314516A (en) * 2011-09-22 2012-01-11 惠州Tcl移动通信有限公司 Webpage processing method and mobile terminal and electronic device thereof
CN102804735A (en) * 2011-03-17 2012-11-28 广州市动景计算机科技有限公司 Browser pre-fetching method and system thereof
CN105320777A (en) * 2015-11-13 2016-02-10 北京金山安全软件有限公司 Application program recommendation method and device
CN103164423B (en) * 2011-12-09 2017-11-03 百度在线网络技术(北京)有限公司 A kind of method and apparatus for being used to determine to render the browser kernel type of webpage
US20190220541A1 (en) * 2018-01-15 2019-07-18 Microsoft Technology Licensing, Llc Filtering communications

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102804735A (en) * 2011-03-17 2012-11-28 广州市动景计算机科技有限公司 Browser pre-fetching method and system thereof
CN102314516A (en) * 2011-09-22 2012-01-11 惠州Tcl移动通信有限公司 Webpage processing method and mobile terminal and electronic device thereof
CN103164423B (en) * 2011-12-09 2017-11-03 百度在线网络技术(北京)有限公司 A kind of method and apparatus for being used to determine to render the browser kernel type of webpage
CN105320777A (en) * 2015-11-13 2016-02-10 北京金山安全软件有限公司 Application program recommendation method and device
US20190220541A1 (en) * 2018-01-15 2019-07-18 Microsoft Technology Licensing, Llc Filtering communications

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114285895A (en) * 2021-12-22 2022-04-05 赛尔网络有限公司 Network resource recommendation method and device, electronic equipment and storage medium
CN114285895B (en) * 2021-12-22 2024-02-20 赛尔网络有限公司 Network resource recommendation method and device, electronic equipment and storage medium
CN115169508A (en) * 2022-09-09 2022-10-11 北京云成金融信息服务有限公司 Data analysis and management method based on supply chain platform
CN117493688A (en) * 2023-11-20 2024-02-02 上海万雍科技股份有限公司 Teaching information recommendation method and device based on user portrait and electronic equipment
CN117493688B (en) * 2023-11-20 2024-06-11 上海万雍科技股份有限公司 Teaching information recommendation method and device based on user portrait and electronic equipment

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