WO2021092922A1 - Information pushing method and apparatus, server and computer-readable medium - Google Patents

Information pushing method and apparatus, server and computer-readable medium Download PDF

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Publication number
WO2021092922A1
WO2021092922A1 PCT/CN2019/118869 CN2019118869W WO2021092922A1 WO 2021092922 A1 WO2021092922 A1 WO 2021092922A1 CN 2019118869 W CN2019118869 W CN 2019118869W WO 2021092922 A1 WO2021092922 A1 WO 2021092922A1
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WIPO (PCT)
Prior art keywords
information
application
user
electronic device
interest
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Application number
PCT/CN2019/118869
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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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Publication date
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/CN2019/118869 priority Critical patent/WO2021092922A1/en
Priority to CN201980099817.XA priority patent/CN114303139A/en
Publication of WO2021092922A1 publication Critical patent/WO2021092922A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2457Query processing with adaptation to user needs
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/907Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/909Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location

Definitions

  • This application relates to the technical field of mobile terminals, and more specifically, to an information push method, device, server, and computer-readable medium.
  • the application currently being used by the user will be determined, and finally the information will be pushed to the user through the application.
  • the determined application for receiving and displaying the push information is not accurate enough , Will bring unnecessary harassment to users and reduce user experience.
  • This application proposes an information push method, device, server, and computer readable medium to improve the above-mentioned drawbacks.
  • an embodiment of the present application provides an information push method, which is applied to a server of an information push system, the system further includes an electronic device, and the method includes: acquiring location information of the electronic device and the electronic device Corresponding user portrait data; determine the target application according to the user portrait data; determine the push content according to the location information; push the push content to the target application, and instruct the target application to display the push content .
  • the embodiments of the present application also provide an information push device, which is applied to a server of an information push system, the system further includes an electronic device, and the device includes: an acquisition unit, a first determination unit, and a second determination unit And push unit.
  • the acquiring unit is configured to acquire the location information of the electronic device and the user portrait data corresponding to the electronic device.
  • the first determining unit is configured to determine the target application program according to the user portrait data.
  • the second determining unit is configured to determine the push content according to the location information.
  • the pushing unit is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
  • an embodiment of the present application also provides a server, which is applied to an information push system, the system further includes an electronic device, and the server includes: one or more processors; a memory; one or more application programs, 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 the foregoing method.
  • the embodiments of the present application also provide a computer-readable medium that stores program code executable by a processor, and when the program code is executed by the processor, the processor Perform the above method.
  • the information push method, device, server, and computer-readable medium provided in this application obtain the location information of the electronic device and the user portrait data corresponding to the electronic device; then, the target application is determined according to the user portrait data, and according to the location The information determines the push content; the push content is pushed to the target application, and the target application displays the pushed content. Since the determined target application for receiving and displaying the pushed content is determined based on the user portrait data, the determination of the application can be more in line with the user, more in line with user needs, and avoid unnecessary harassment to the user , Can improve user experience.
  • Figure 1 shows a schematic diagram of an information push system provided by an embodiment of the present application
  • Figure 2 shows a schematic diagram of an information push architecture in the prior art
  • FIG. 3 shows a method flowchart of an information push method provided by an embodiment of the present application
  • FIG. 4 shows a method flowchart of an information push method provided by another embodiment of the present application.
  • FIG. 5 shows a flowchart of the method of S430 in FIG. 4;
  • FIG. 6 shows a method flowchart of an information push method provided by another embodiment of the present application.
  • FIG. 7 shows a schematic diagram of points of interest provided by an embodiment of the present application.
  • FIG. 8 shows a method flowchart of an information push method provided by still another embodiment of the present application
  • FIG. 9 shows a schematic diagram of an information push architecture provided by an embodiment of the present application.
  • FIG. 10 shows a method flowchart of an information push method provided by yet another embodiment of the present application
  • FIG. 11 shows a block diagram of a module of an information pushing device provided by an embodiment of the present application.
  • FIG. 12 shows a block diagram of a module of an information pushing device provided by another embodiment of the present application.
  • FIG. 13 shows a module block diagram of a server provided by an embodiment of the present application.
  • FIG. 14 shows a storage unit provided by an embodiment of the present application for storing or carrying program code for implementing the information pushing method according to the embodiment of the present application.
  • FIG. 1 shows an information push system 10 provided by an embodiment of the present application.
  • the information pushing system 10 includes an electronic device 100 and a server 200.
  • the electronic device 100 and the server 200 are located in a wireless network or a wired network, and the electronic device 100 and the server 200 perform data interaction.
  • the user logs in through an account on the electronic device, and all information corresponding to the account can be stored in the storage space of the server 200.
  • the server 200 may be a separate server, or a server cluster, and may be a local server or a cloud server.
  • the server can push some content to the electronic device.
  • it can be an application that pushes the electronic device to the electronic device, and the application displays the content, so that the content can be displayed. The content is pushed to the user of the electronic device.
  • the content may be pushed to the user according to the location of the user.
  • the server obtains the location information of the electronic device, determines the push content according to the location information, and then determines an application, sends the content to the application, and displays it.
  • the server can obtain the location of the electronic device as the user's location, determine a content based on the location, and push the content to the user, specifically, it may be in the electronic device
  • the content is displayed through the interface of an application program, so that the user can obtain the content when using the application program.
  • the application specifically, may determine an application in the background to receive and display that content. Since there may be multiple applications running in the background at the same time, it is impossible to accurately determine which application is being used by the user. For example, an application may be opened due to a user's wrong operation but it is not the application that the user currently needs to use.
  • the applications currently running in the background of the electronic device include APP1, APP2, and APP3.
  • APP1 and APP2 are background resident APPs, and the background resident APP is in the background running state.
  • the length of time is greater than the first time threshold.
  • APP3 is an APP opened by mistake.
  • the wrong opened APP is an APP opened by the user unintentionally.
  • the first time threshold is greater than the second time threshold.
  • the server determines the application programs of the electronic device in the background running state, such as APP1, APP2, and APP3 in FIG. 2.
  • the server determines an application by the application running in the background.
  • the selected applications are APP1 and APP3, and then push a content for each selected application.
  • the push content corresponding to APP1 is content 1.
  • the push content corresponding to APP3 is content 2.
  • content 1 is "Push Information: A certain movie in Poly Cinemas in Coastal City, 15% off on ticket purchases”
  • content 2 is "Push Information: Coastal City E-sports Center newly opened ".
  • APP3 is an application opened by the user by mistake, the user may not open the application in a short time, which will result in the pushed content 3 that the user cannot see in time, and APP1 may not be the APP that the user is interested in.
  • the pushed content 1 is not the content that the user is interested in. Therefore, the determination of the application used to receive and display the pushed content is not accurate enough, and when the content is pushed to the user through the application, the user may not obtain it in time or is not interested, which wastes resources and may bring users Unnecessary harassment came.
  • an embodiment of the present application provides an information push method, as shown in FIG. 3, the method is applied to the server of the above information push system, specifically, the method includes: S301 to S304.
  • S301 Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
  • the manner in which the server obtains the location information of the electronic device may be determined by the wireless network hotspot to which the electronic device is connected.
  • the wireless network list is pre-stored in the server.
  • the wireless network list includes multiple wireless hotspot identifiers and multiple location information, where each wireless hotspot identifier corresponds to one location information, that is, the server records multiple wireless hotspot identifiers and the location of each wireless hotspot identifier.
  • the electronic device when the electronic device is connected to the wireless hotspot, it sends the identification of the wireless hotspot to the server, and the server finds the location information corresponding to the wireless hotspot in the wireless network list as the location information of the electronic device.
  • the method for the server to obtain the location information of the electronic device may be that a location reporting component is pre-installed in the electronic device, and the specific implementation manner for obtaining the location information of the electronic device is to obtain the location information installed in the electronic device.
  • the location information of the electronic device sent by the location reporting component in the device.
  • the location reporting component can obtain the location information of the electronic device and upload it to the server.
  • the location reporting component may have a positioning function, can obtain its own location information, and use it as the location information of the electronic device.
  • a positioning module is installed in the electronic device, and the positioning module is a positioning chip in the electronic device.
  • the positioning chip is a GPS positioning chip.
  • the position reporting component can obtain the position information located by the positioning module as the position information of the electronic device.
  • the location reporting component may be an SDK component, where the SDK is a "software development kit", which is used to create a collection of application software development tools for a specific software package, software framework, hardware platform, operating system, etc.
  • the SDK component is installed in the operating system or some application programs of the electronic device, and is bound to the application program or the operating system.
  • the function of the SDK component is to provide an access interface for other applications to access data, and it can also actively collect certain data and send it to the server.
  • the location reporting component may be an SDK component installed in an application of the electronic device, where the application may be a system application or a non-system application, where the application installed in the electronic device
  • Programs can be divided into system applications and non-system applications.
  • system applications are applications that are bundled and installed with the operating system of the electronic device, and are already installed in the electronic device when the electronic device leaves the factory, or the application of the system application is in the electronic device It has been stored in the electronic device when it leaves the factory.
  • the application can be installed in a guided manner, and the application of the system application category will be upgraded with the upgrade of the operating system of the electronic device.
  • Non-system applications are applications that can be upgraded independently, rather than having to follow system upgrades.
  • the location reporting component can periodically report the location information of the electronic device.
  • the location information may be latitude and longitude information.
  • the server parses the login request to obtain the user. ID and user password, and verify the user password. If the verification is passed, the user ID can successfully log in to the electronic device, and the server records the user password to successfully log in to the electronic device.
  • the server when the server needs to determine the user ID of the currently logged-in electronic device, it determines the user ID that has successfully logged in but has not logged out recently according to the pre-stored login record of the electronic device, and uses the determined user ID as the corresponding electronic device User ID.
  • the server may send a user confirmation request to the electronic device.
  • the electronic device obtains the user confirmation request, it searches for the user ID of the currently logged-in electronic device, and sends the user ID to the server, so that the server obtains The user ID corresponding to the electronic device.
  • the server can integrate the user data reported by the system SDK of the mobile terminal and the application SDK, and use statistics and data mining techniques to extract and standardize user characteristics to construct a comprehensive and three-dimensional user portrait.
  • the user portrait is obtained based on feature data and feature identification.
  • the user portrait includes user basic tags, user interest preference tags, user equipment attributes and behavior tags, user application behavior tags, user social tags, and psychological value tags.
  • the user base tag corresponds to user identity information, which refers to the user's basic demographic attribute tag (including gender, age, location, etc.)
  • the characteristic data corresponding to the tag is user identity data.
  • the data acquisition methods include user reporting, algorithm Digging etc.
  • the user interest preference tag corresponds to user interest information
  • the user interest preference tag corresponds to the user's interest content.
  • the acquisition method may also be user reporting, algorithm mining, and so on.
  • the attribute information of the product used by the user corresponding to the user equipment attribute tag, and its corresponding feature data is the configuration parameter of the product used by the user, such as memory capacity, battery capacity, or screen size, etc.
  • the method of obtaining it can be reported by the user or Collected through the SDK component in the user's device.
  • the user equipment behavior tag corresponds to the operation data of the user operating the mobile terminal, and the corresponding characteristic data is the data generated by the user operating the mobile terminal.
  • the method of obtaining it can be collected through the SDK component in the operating system of the mobile terminal.
  • the user application behavior tag corresponds to the operation data of the user operating the application installed in the mobile terminal, and the corresponding characteristic data is the data generated by the user operating the application installed in the mobile terminal.
  • the method of obtaining it can be through the application of the mobile terminal. Collection of SDK components inside.
  • the user’s social tag corresponds to the user’s social information, which can be obtained through the user’s social data on various social websites or social apps.
  • the social data can include the number of friends, the number of comments, the number of likes, and the attention of the user. Content etc.
  • the psychological value label is the user’s value data.
  • the value data can be the user’s personality, right and wrong, etc. Specifically, it can be determined by obtaining the user’s message content on social platforms. For example, the user’s evaluation of a certain point of view can be Extract the keywords that the user supports or not support the view, so as to determine the user's right or wrong view.
  • S302 Determine a target application program according to the user portrait data.
  • the user portrait data can reflect the user's usage habits of the application and the user's hobbies and other information, and can be used as a basis for selecting the target application.
  • the user portrait data includes a record of the user's use of the application, and the record includes the number of times the user uses the application, so that the number of uses of each application within a certain period of time can be counted, and the number of uses meets the specified
  • the application with the frequency condition serves as the target application, and the specified frequency condition may be the application with the largest number of uses.
  • the user portrait data includes user interests and hobbies, which may include food, beauty, travel, sports, and selfies, etc.
  • the types of multiple applications are determined, and there are multiple types of applications. Find an application that matches the user's hobbies as the target application. For example, if the user's hobby is food, then the food application can be selected as the target application.
  • S303 Determine the push content according to the location information.
  • the server pre-stores the push content corresponding to the location information.
  • the server stores the push list.
  • the list includes multiple location information and push content, and each location information corresponds to at least one push content. .
  • the server searches for the push content corresponding to the location information in the push list as the push content for pushing to the electronic device.
  • the location information included in the push list may be a location area, and the server determines the location area corresponding to the location information when acquiring the location information of the electronic device, and then searches for the location area corresponding to the location area in the push list.
  • the push content of is used as the push content for pushing to the electronic device.
  • the location area can be a city area. Assuming that the location area corresponding to the location information of the electronic device is city A, the push content can be "Welcome to city A, city A's travel guide is * ***".
  • S304 Push the pushed content to the target application, and instruct the target application to display the pushed content.
  • the server sends the determined push content to the electronic device, and when the electronic device obtains the push content, the push content is displayed in the target application.
  • the server may send a display request to the electronic device.
  • the display request includes the identification of the pushed content and the target application.
  • the electronic device parses the display request to obtain the pushed content and the target application.
  • the identifier of the program searches for the application program corresponding to the identifier of the target application program, runs the target application program in the foreground, and instructs the target application program to display the push content in the designated interface of the target application program.
  • the electronic device may also detect whether the start instruction of the target program is acquired, instead of actively starting the target application, the start instruction may be input by the user, for example, the user clicks on the target application.
  • the icon thus starts the target application, or the user switches the target application from the background to the foreground. Then, after the electronic device obtains the start instruction of the target program input by the user, it controls the target application to display the push content in the designated interface of the target application.
  • the server sends a display request to the target application, and the display request includes the push content.
  • the target application receives the display request, it parses the display request to obtain the push content, and displays the content in the target application.
  • the push content is displayed in the specified interface.
  • the target application displays the pushed content immediately after obtaining the display request.
  • the target application waits for the target application to be started or is switched to the foreground, and then displays the push content.
  • the method for the server to send the display request to the target application may be that the electronic device sends the display request to the application server corresponding to the target application.
  • the display request includes the push content and the identification of the target application, and the application server according to the The identification of the target application, and the push content is sent to the application corresponding to the identification of the target application.
  • an embodiment of the present application provides an information push method. As shown in FIG. 4, the method is applied to the server of the above information push system. Specifically, the method includes: S410 to S450.
  • S410 Acquire location information of the electronic device and user portrait data corresponding to the electronic device
  • S420 Among the multiple application programs installed by the electronic device, determine an application program that is in a running state.
  • the target application program determined according to the user portrait data may be one of the application programs installed in the electronic device, or may be an application program that is not installed in the electronic device.
  • the electronic device obtains the identification of the target application through the display request, and determines whether the identification of the target application is already installed in the electronic device, If it is not installed, then send an installation request of the target application to the application server of the target application, thereby installing the target application.
  • a specific implementation manner of determining a target application program based on the user portrait data may be to determine the target application program from a plurality of applications installed by the electronic device based on the user portrait data.
  • the identities of the applications installed in the electronic device can be acquired by the server and stored in the server, and the server acquires the identities of multiple applications installed in the electronic device, and obtains the identities of multiple applications installed in the electronic device according to the user profile data
  • the target application program is determined in each application program, where the specific determination strategy can refer to the foregoing embodiment, and will not be repeated here.
  • the specific implementation manner of determining the target application according to the user profile data may be among multiple applications installed by the electronic device,
  • the application program in the running state is determined; the target application program is determined from the application programs in the running state according to the user portrait data.
  • the state of the application includes the foreground running state, the background running state and the non-running state.
  • the foreground running state refers to the application running on the screen by the interface, and the user can interact with the application through the interface, for example, inputting execution instructions or observing some information from the interface.
  • the background running state means that the application is running in the system's resource manager, but there is generally no interface.
  • the non-running state means that the application is not started, that is, it is not running in the foreground or in the background. Specifically, it can be that the process of the application is killed when the application is running in the foreground or background. At this time, the application is in a non-running state, which is also called a closed state.
  • An application program running status table is stored in the electronic device.
  • the table includes the identifiers of all the applications currently installed on the electronic device and the status corresponding to the identifiers of each application.
  • the table is stored in the server, and the table is stored in the server.
  • the device sends the identifier of the currently running application program and the corresponding state to the server for storage. Therefore, the server can obtain the identifier of the application program in the running state among the multiple application programs installed in the electronic device by querying the table.
  • the running state is the background running state
  • the electronic device is installed Among multiple applications, determine the application that is running in the background.
  • S430 Determine the target application from the running application according to the user portrait data.
  • the target application is determined based on the user profile data. Specifically, you can refer to the above-mentioned embodiment, which will not be repeated here. .
  • the target application can be determined according to the type of each application in the running application. Specifically, referring to FIG. 5, this step S430 includes steps S431 to S433.
  • S432 Acquire the application type of each application in the candidate applications.
  • the category of the application can be the category set for the application by the developer of the application during development, or the category set by the user for the application after the application is installed on the electronic device.
  • a certain application is installed on the electronic device. After the installation is completed and the application is entered, a dialog box will be displayed instructing the user to set a category for the application.
  • the specific category the application belongs to can be set by the user according to requirements. For example, the user can set a certain social software as an audio category, or as a video category, or as a social category.
  • application installation software is installed in the electronic device, such as the Appstore in the ios system. Then there is an application list in the application installation software, in which the user can download the application and update and open the application, and the application installation software can display different applications according to categories, such as audio Category, video category or game category, etc. Therefore, when the user installs the application using the application installation software, he can already know the category of the application.
  • the application supports the function of video playback, set the type of the application to the video type. If the function of video playback is not supported, only audio is supported. To play the function, set the type of the application to the audio type.
  • whether the application supports the video playback function can be determined by the function description contained in the function description information of the application, for example, the supported playback format, or whether it supports the playback of the video format. Whether the video playback module is played in the program module of the application, for example, the codec algorithm of a certain video playback, etc., so as to determine whether the application supports the video playback function.
  • the category of the application needs to be determined according to the specific operation behavior of the application. For example, if some applications can play video, they can also play audio, such as some video playback software. It can play pure audio files or videos.
  • the category of the application can be determined according to the usage record of the application, that is, according to the usage record of the application within a certain period of time, it is determined that the user is inclined to use the application Playing video is still more inclined to play audio.
  • the operation behavior data can be obtained from the server corresponding to the application That is to say, when the user uses the application, the user will use the user account corresponding to the user to log in to the application, and the operation behavior data corresponding to the user account will be sent to the server corresponding to the application, and the server will obtain the operation behavior
  • the data is stored corresponding to the user account.
  • the electronic device sends an operation behavior query request for the application to the server corresponding to the application, and the server sends the operation behavior data of all users within a certain preset time period to the electronic device.
  • the operation behavior data includes the name and time of the played audio file, and the name and time of the played video file.
  • the proportion of the total playing time of the audio files in the predetermined time period is recorded as the proportion of audio playback
  • the video The proportion of the total playing time of the file in the predetermined time period is recorded as the proportion of video playback. If the proportion of video playback is greater than the proportion of audio playback, the application category is set to the video type. If the proportion of audio playback is greater than For video playback ratio, set the category of the application to the audio type.
  • the preset time period is 30 days, that is 720 hours, and the total playback time of audio files is 200 hours
  • the audio playback ratio is 27.8%
  • the total playback time of video files is 330 hours
  • the video playback ratio is 45.8%
  • the proportion of video playback is greater than the proportion of audio playback
  • the application category is set to the video type.
  • the UID of the application in the electronic device is composed of a series of numbers, and there is a certain regularity in the arrangement of the numbers, and the number segment areas corresponding to the UIDs of different types of applications are Different, for example, applications with UIDs ranging from 00000 to 09999 belong to the same category. Therefore, the category corresponding to the application can be determined according to the UID of the application.
  • S433 Determine a target application according to the interest preference information and the application type of each application.
  • the user portrait data includes interest preference information, where the interest preference information may be food, music, video, games and other content that the user often pays attention to. If the application type of the application matches the interest preference information, it means that this type of application will arouse the user's interest or is an application that the user is interested in.
  • a specific implementation manner for determining the target application program according to the interest preference information and the application type of each application program may be to search for an application program matching the interest preference information from the application type of each application program , As the target application.
  • an application whose application type is in the video category is searched from the application types of each of the applications as the target application.
  • the target application can be determined according to the operating parameters of the application. Specifically, the multiple applications found matching the interest preference information are used as candidate applications; the operating parameters of each application in the candidate applications are obtained; and the operating parameters are determined according to the operating parameters. The target application is determined in the application to be selected.
  • the operating parameter of the application program may be the use record of the application program.
  • the use record includes the time point each time it is used, so that the frequency of use of the application program within a certain period of time and the last time it was used can be obtained by statistics.
  • the application program being used may mean that the application program is running in the foreground.
  • the application program with the highest number of use within the to-be-predetermined time period may be searched for among the application programs to be selected as the target application program.
  • S440 Determine the push content according to the location information.
  • S450 Push the pushed content to the target application, and instruct the target application to display the pushed content.
  • the electronic device switches the target application from the background to the foreground, and displays the pushed content in a designated interface of the target application.
  • the electronic device detects that the target application is switched from the background to the foreground, the push content is displayed in the designated interface of the target application.
  • an embodiment of the present application provides an information push method. As shown in FIG. 6, the method is applied to the server of the above information push system. Specifically, the method includes: S601 to S605.
  • S601 Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
  • S602 Determine a target application program according to the user portrait data.
  • S603 Determine multiple points of interest within a preset location range where the location information is located.
  • a point of interest (POI) in the geographic information system can be a house, a shop, a post box, a bus stop, etc.
  • the preset location range may be a location area where the location information is located. Specifically, it may be a circular area with the location information as the geometric center. Of course, it may also be a rectangular area or an area of other shapes. limited.
  • the location information server of each point of interest in the map system can be known in advance, it is determined that the preset location range where the location information is located is in the corresponding location range in the map system, and then the map system is searched for within the location range. All points of interest are regarded as multiple points of interest within the preset location range where the location information is located. As shown in Figure 7, D is the location information of the electronic device, and P1, P2, P3, and P4 are points of interest.
  • S604 Determine the push content according to the description information corresponding to each point of interest.
  • the description information of the point of interest may be the identification of the point of interest or the content describing the function of the point of interest.
  • the point of interest may be a bus stop
  • the content corresponding to the point of interest may be the bus information of the bus stop.
  • the point of interest may be a shop
  • the description information corresponding to the point of interest may be shop information.
  • the shop information of the shop includes the logo of the shop (which can be a name) and the product information of the shop.
  • the product information can be a list of the products sold or the category of the products sold, and the category can be electrical appliances. Category, clothing category or catering category.
  • the server determines a point of interest from multiple points of interest as a target point of interest, obtains description information of the target point of interest as target description information, and then determines the push content according to the target description information.
  • the description information may be used as the push content.
  • the server determines a point of interest from multiple points of interest according to the description information of each point of interest, as a target point of interest, and determines the push content according to the target point of interest.
  • the server determines the description information that satisfies the interest condition from the description information, where the interest condition may be a hot topic or the like.
  • the description information matching the hot topic is searched from the description information of each point of interest as the target description information. For example, if the hot topic is China on the tip of the tongue, the determined descriptive information may be descriptive information related to food.
  • the point of interest corresponding to the target description information is taken as the target point of interest.
  • the server sends a message acquisition request to the target terminal corresponding to the target point of interest, instructing the target terminal to return the push content.
  • the target terminal of the target point of interest may send promotional information or other promotional content at a certain time, when the target terminal of the target point of interest receives the message acquisition request, it can obtain the pushed content from the promoted content and send it To the server.
  • the server may push the content according to the identifier of the target point of interest.
  • S605 Push the pushed content to the target application, and instruct the target application to display the pushed content.
  • an embodiment of the present application provides an information push method. As shown in FIG. 8, the method is applied to the server of the foregoing information push system. Specifically, the method includes: S801 to S804.
  • S801 Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
  • S802 Determine a target application program according to the user portrait data.
  • S803 Determine the push content according to the location information and the user portrait data.
  • the server may also refer to the user portrait data when determining the push content according to the location information.
  • an implementation manner for determining the push content according to the location information and the user portrait data may be: determining multiple points of interest within a preset location range where the location information is located; acquiring the corresponding point of interest for each point of interest.
  • the description information is used as the information to be selected; the target information is determined from the plurality of information to be selected according to the user portrait data; the push content is determined according to the target information.
  • the user portrait data can reflect the user's hobbies, values, basic information, etc., and the information that is determined to match the user portrait data among the multiple pieces of to-be-selected information may be used as the target information.
  • the user portrait data may be interest preference information
  • the description information of the point of interest can describe the function of the point of interest
  • the target is to find information that matches the user’s interest preference information among the multiple pieces of candidate information.
  • the information type of each piece of the to-be-selected information is obtained; the candidate information whose information type matches the interest preference information is searched for among a plurality of pieces of the to-be-selected information as the target information.
  • the point of interest is a store
  • the description information is store information
  • the information to be selected is information of the store to be selected.
  • the user portrait data includes consumption information, and an implementation manner of determining the target information from the plurality of candidate information according to the user portrait data is to determine the target information from the plurality of candidate store information according to the consumption information.
  • the information of the store that meets the consumption condition among the information of the plurality of stores to be selected is searched as the target information.
  • the shop information that satisfies the consumption conditions can be set according to the needs of the user, for example, it can be set according to the products that the user is interested in, or it can be set according to the user's consumption level.
  • the shop information may be the commodity price level of the shop.
  • the average price in the commodity is taken as the shop price level
  • the user's consumption information includes the user's consumption level.
  • Shops whose levels match the user's consumption level are used as shop information that meets the consumption conditions.
  • the shop information includes information about sold commodities; the specific implementation manner of searching for the shop information that satisfies the consumption condition among the plurality of shop information according to the consumption information is to determine the shop information according to the consumption information The product information that the user is interested in within a preset time period; search for the product information that matches the product information of interest among the multiple product information for sale; take the store information corresponding to the matched product information as the satisfaction Shop information for consumption conditions.
  • the product information that the user is interested in during the preset time period can be the products that the user has purchased within the preset time period or the products that the user has collected during the preset time period. Specifically, it can be obtained by the user The products purchased online and offline within the preset time period and the products collected online, so as to determine all the purchased products and the favorite products of the user within the preset time period, that is, to obtain each The number of purchases and the number of collections of commodities, the degree of interest of each commodity is determined according to the number of purchases and collections of each commodity, that is, a plurality of commodities of interest of the user within a preset time period are determined according to the consumption information; The degree of interest of each of the commodities of interest.
  • the method of determining the degree of interest can be determined according to the following formula:
  • D identifies the degree of interest
  • g represents the number of purchases of the product
  • s represents the number of collections of the product
  • c1 and c2 are constants, that is, the weight of the number of purchases and the number of collections.
  • c1 is greater than c2, so that The more the number of purchases, the higher the degree of interest, and the greater the number of collections will increase the degree of interest, but the increase is not as high as the number of purchases.
  • the interest degree of the product can be the interest degree of each product model, for example, the interest degree of the XX model mobile phone, or the interest degree of the product category, then if the interest degree of the product is that of the product category Interest degree, the number of purchases and collection times of multiple commodities in the same category can be determined according to the commodity information, and the interest degree of the commodity category can be obtained by statistics.
  • searching for the selling commodity information that matches the interested commodity information among the plurality of selling commodity information specifically, it may be determined from the interest degree corresponding to the multiple commodities in the commodity confidence that the interest degree satisfies the specified interest condition
  • the sales product information matching the reference product is regarded as the sales product information matching the product information of interest
  • the store information corresponding to the matched sales product information is regarded as satisfying the consumption condition Store information.
  • the push content is determined according to the target information, specifically, the point of interest corresponding to the target information is used as the target point of interest, and then the target point of interest obtains the target push content.
  • the target information specifically, the point of interest corresponding to the target information is used as the target point of interest, and then the target point of interest obtains the target push content.
  • S804 Push the pushed content to the target application, and instruct the target application to display the pushed content.
  • the target application is determined according to the user portrait data when determining the push content, it is also determined according to the user portrait data when determining the push content, it can be guaranteed that the determined push content and the target application can be the same category.
  • the type of the target application is gourmet
  • the determined target information is also gourmet, that is, the pushed content is also gourmet, so that it can be ensured that gourmet content is displayed in the gourmet application.
  • the current location of the user and the location information of the electronic device are **Mall
  • the user portrait data includes interest preference information.
  • the determined target application is a video application.
  • the video application runs in the background of the electronic device, and there is a movie theater in the point of interest near the location information, then the description information corresponding to the movie theater matches the interest preference information, and the push content determined according to the description information corresponding to the movie theater is "Movie on movie", push the content to the video application and display it.
  • the target application determined by the user image data in the user image system can prevent the application that was opened by mistake as the target application for receiving and displaying the push content, and the determined target application and Users are more relevant.
  • an embodiment of the present application provides an information push method. As shown in FIG. 10, the method is applied to the server of the foregoing information push system. Specifically, the method includes: S901 to S904.
  • S901 Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
  • S902 Determine a target application program according to the user portrait data.
  • S903 Determine the push content according to the location information, the user portrait data, and external factor data.
  • multiple points of interest within a preset location range of the location information are determined; description information corresponding to each point of interest is obtained; according to the user portrait data and external factor data, multiple points of interest are selected from the description information Determine the target information.
  • the specific implementation manner for determining multiple points of interest within the preset location range of the location information and obtaining the description information corresponding to each of the points of interest may refer to the above-mentioned embodiment, which will not be repeated here.
  • the specific implementation manner of determining the target information from the plurality of description information according to the user portrait data and the external factor data may be to determine the information to be selected from the plurality of description information according to the external factor; For the portrait data, target information is determined from a plurality of pieces of information to be selected; and the push content is determined according to the target information.
  • the external factor may be data other than location information and user portrait data, for example, it may be at least one of weather information and road condition information within the preset location range, that is, it is an objective factor.
  • the information to be selected may be determined from a plurality of description information according to the weather information.
  • the description information includes at least one of an indoor and outdoor state and an air-conditioning state of the point of interest.
  • the indoor and outdoor state includes an indoor state and an outdoor state.
  • the outdoor state indicates that the point of interest is open, and the indoor state indicates the interest.
  • the point is indoor.
  • the air-conditioning state includes no air-conditioning state, air-conditioning open state, and air-conditioning unopened state.
  • the weather information includes at least one of temperature information and rain and snow information, where the rain and snow information includes a rain state, a snowfall state, and a non-precipitation state.
  • the weather information includes temperature information and the description information includes the air conditioning status of the point of interest, it is determined whether the current climate temperature is greater than the first threshold or less than the second threshold. Information, as the information to be selected.
  • the weather information includes temperature information
  • the description information includes the indoor and outdoor status of the point of interest
  • the description information includes the indoor and outdoor status of the point of interest. If the rain and snow information is at least one of the rain state and the snowfall state, the information for determining the indoor state among the multiple description information is used as the waiting information. Choose information.
  • the weather information includes temperature information and rain and snow information
  • the description information includes the indoor and outdoor status and air conditioning status of the point of interest.
  • the temperature information is acquired, and it is determined whether the current climate temperature is greater than the first threshold or less than the second threshold. If so, the information determining the open state of the air conditioner from the multiple description information is used as the first information, and then, if the first information If there are more than one, the rain and snow information is acquired. If the rain and snow information is at least one of the rain state and the snow state, in the multiple first information, the indoor state information is searched as the candidate information, if the rain and snow information is not If it is rain or snow, the first information can be used as the information to be selected.
  • the rain and snow information is acquired, and if the rain and snow information is at least one of the rainfall state and the snowfall state, search for The information of the indoor state is used as the information to be selected.
  • the to-be-selected information can also be determined from a plurality of the description information according to the road condition information, and the road condition information is the road condition information of each road within the preset position range of the position information of the electronic device.
  • the road condition information includes the degree of traffic congestion, road construction conditions, etc.
  • the road condition information may be the degree of traffic congestion.
  • the description information of the point of interest includes the point of interest location information of the point of interest. Then determine the congested line within the preset location range of the position information of the electronic device, find the point of interest whose position information of the point of interest is outside the congested line from the multiple description information, and use the description information corresponding to the point of interest as the candidate to be selected information.
  • the target information is determined from the multiple pieces of to-be-selected information according to the user portrait data; the specific implementation manner for determining the push content according to the target information may refer to the foregoing embodiment, and will not be repeated here.
  • S904 Push the pushed content to the target application, and instruct the target application to display the pushed content.
  • FIG. 11 shows a structural block diagram of an information pushing device 1000 provided by an embodiment of the present application.
  • the device may include: an obtaining unit 1001, a first determining unit 1002, a second determining unit 1003, and a pushing unit 1004.
  • the acquiring unit 1001 is configured to acquire location information of the electronic device and user portrait data corresponding to the electronic device.
  • the first determining unit 1002 is configured to determine a target application program according to the user portrait data.
  • the second determining unit 1003 is configured to determine the push content according to the location information.
  • the pushing unit 1004 is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
  • FIG. 12 shows a structural block diagram of an information pushing device 1100 provided by an embodiment of the present application.
  • the device may include: an acquiring unit 1110, a first determining unit 1120, a second determining unit 1130, and a pushing unit 1140.
  • the obtaining unit 1110 is configured to obtain location information of the electronic device and user portrait data corresponding to the electronic device.
  • the acquiring unit 1110 is further configured to acquire the location information of the electronic device sent by the location reporting component installed in the electronic device.
  • the first determining unit 1120 is configured to determine a target application program according to the user portrait data.
  • the first determining unit 1120 is further configured to determine the target application from a plurality of applications installed by the electronic device according to the user portrait data.
  • the first determining unit 1120 includes an operation determining sub-unit 1121 and a program determining sub-unit 1122.
  • the operation determining subunit 1121 is configured to determine an application program in a running state among a plurality of application programs installed by the electronic device.
  • the operating state is a background operating state.
  • the program determining subunit 1122 is used to determine the target application from the running application according to the user portrait data.
  • the user portrait data includes interest preference information
  • the program determining subunit 1122 is further configured to use an application in a background running state as a candidate application; and obtain the application of each application in the candidate application.
  • Type The target application is determined according to the interest preference information and the application type of each application.
  • program determining subunit 1122 is further configured to search for an application program matching the interest preference information from the application type of each application program, as a target application program.
  • the program determining subunit 1122 is further configured to, if there are multiple applications that match the interest preference information in the application type of each application, match the found to the interest preference information A plurality of application programs as candidate applications; obtain the operating parameters of each application in the candidate applications; and determine the target application from the candidate applications according to the operating parameters.
  • the second determining unit 1130 is configured to determine the push content according to the location information.
  • the second determining unit 1130 is further configured to determine multiple points of interest within a preset location range where the location information is located; and determine the push content according to the description information corresponding to each point of interest.
  • the second determining unit 1130 is further configured to determine the push content according to the location information and the user portrait data.
  • the second determining unit 1130 is further configured to determine multiple points of interest within the preset location range where the position information is located; obtain the description information corresponding to each point of interest as the information to be selected; For the portrait data, target information is determined from a plurality of pieces of information to be selected; and the push content is determined according to the target information.
  • the second determining unit 1130 is further configured to determine the push content according to the location information, the user portrait data, and external factor data.
  • the second determining unit 1130 is further configured to determine multiple points of interest within the preset location range of the location information; obtain the description information corresponding to each of the points of interest; according to the user portrait data and external factor data
  • the target information is determined from a plurality of the description information.
  • the second determining unit 1130 is further configured to determine the information to be selected from the plurality of description information according to the external factors; to determine the target information from the plurality of information to be selected according to the user portrait data; The target information determines the push content.
  • the external factors include at least one of weather information and road condition information within the preset location range
  • the second determining unit 1130 is further configured to obtain the information type of each of the to-be-selected information; searching for the candidate information whose information type matches the interest preference information from a plurality of the to-be-selected information, as The target information.
  • the point of interest is a shop
  • the description information is shop information
  • the pushing unit 1140 is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
  • the coupling between the modules may be electrical, mechanical or other forms of coupling.
  • each functional module in each embodiment 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 function modules.
  • the server 200 may be an electronic device capable of running application programs, such as a smart phone, a tablet computer, or an e-book.
  • the server 200 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 server 200, and executes the server by running or executing instructions, programs, code sets, or instruction sets stored in the memory 120, and calling data stored in the memory 120. 200's various functions and processing data.
  • the processor 110 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 server 200 during use.
  • FIG. 14 shows a structural block diagram of a computer-readable storage medium provided by an embodiment of the present application.
  • the computer-readable medium 1300 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 1300 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 1300 includes a non-transitory computer-readable storage medium.
  • the computer-readable storage medium 1300 has storage space for the program code 1310 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 1310 may be compressed in an appropriate form, for example.
  • the information push method, device, server, and computer readable medium provided in this application obtain the location information of the electronic device and the user portrait data corresponding to the electronic device; then, determine the target application program according to the user portrait data , Determine the push content according to the location information; push the push content to the target application, and the target application displays the pushed content. Since the determined target application for receiving and displaying the pushed content is determined based on the user portrait data, the determination of the application can be more in line with the user, more in line with user needs, and avoid unnecessary harassment to the user , Can improve user experience.
  • the tracking of the user's location is more real-time, the positioning of the user is more accurate, and the scene around the user is more comprehensive; combined with the user's app portrait system, it can more accurately locate the user's interest and preference; make the message's scheduled investment more accurate , Which reduces the waste of resources and improves the conversion rate of users.
  • Mobile phone manufacturers can obtain system-level buried point data, and then can locate the user's location in real time, and can quickly analyze the accurate user's location, with a position offset of no more than 20 meters. At the same time, we have more POI information, so we can quickly construct the surrounding situation of the user's location.

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Abstract

The present application discloses an information pushing method and apparatus, a server and a computer-readable medium, relating to the technical field of mobile terminals. Said method comprises: acquiring location information of an electronic device and user image data corresponding to the electronic device; determining a target application program according to the user image data; determining push content according to the location information; and pushing the push content to the target application program to instruct the target application program to display the push content. As the determined target application program for receiving and displaying the push content is determined according to the user image data, the determination of the application program can fit the user, and better satisfy the user's needs, avoiding unnecessary harassment towards the user, and being able to improve the user experience.

Description

信息推送方法、装置、服务器及计算机可读介质Information pushing method, device, server and computer readable medium 技术领域Technical field
本申请涉及移动终端技术领域,更具体地,涉及一种信息推送方法、装置、服务器及计算机可读介质。This application relates to the technical field of mobile terminals, and more specifically, to an information push method, device, server, and computer-readable medium.
背景技术Background technique
目前在为用户推送内容的时候,会确定目前用户正在使用的应用程序,最后将信息通过该应用程序推送给用户,然而,如果所确定的用于接收和显示该推送信息的应用程序不够准确的话,会给用户带来不必要的骚扰,降低用户体验度。At present, when pushing content for the user, the application currently being used by the user will be determined, and finally the information will be pushed to the user through the application. However, if the determined application for receiving and displaying the push information is not accurate enough , Will bring unnecessary harassment to users and reduce user experience.
发明内容Summary of the invention
本申请提出了一种信息推送方法、装置、服务器及计算机可读介质,以改善上述缺陷。This application proposes an information push method, device, server, and computer readable medium to improve the above-mentioned drawbacks.
第一方面,本申请实施例提供了一种信息推送方法,应用于信息推送系统的服务器,所述系统还包括电子设备,所述方法包括:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据;根据所述用户画像数据确定目标应用程序;根据所述位置信息确定推送内容;将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。In the first aspect, an embodiment of the present application provides an information push method, which is applied to a server of an information push system, the system further includes an electronic device, and the method includes: acquiring location information of the electronic device and the electronic device Corresponding user portrait data; determine the target application according to the user portrait data; determine the push content according to the location information; push the push content to the target application, and instruct the target application to display the push content .
第二方面,本申请实施例还提供了一种信息推送装置,应用于信息推送系统的服务器,所述系统还包括电子设备,所述装置包括:获取单元、第一确定单元、第二确定单元和推送单元。获取单元,用于获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。第一确定单元,用于根据所述用户画像数据确定目标应用程序。第二确定单元,用于根据所述位置信息确定推送内容。推送单元,用于将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。In the second aspect, the embodiments of the present application also provide an information push device, which is applied to a server of an information push system, the system further includes an electronic device, and the device includes: an acquisition unit, a first determination unit, and a second determination unit And push unit. The acquiring unit is configured to acquire the location information of the electronic device and the user portrait data corresponding to the electronic device. The first determining unit is configured to determine the target application program according to the user portrait data. The second determining unit is configured to determine the push content according to the location information. The pushing unit is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
第三方面,本申请实施例还提供了一种服务器,应用于信息推送系统,所述系统还包括电子设备,所述服务器包括: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方法。In a third aspect, an embodiment of the present application also provides a server, which is applied to an information push system, the system further includes an electronic device, and the server includes: one or more processors; a memory; one or more application programs, 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 the foregoing method.
第四方面,本申请实施例还提供了一种计算机可读介质,所述计算机可读介质存储有处理器可执行的程序代码,所述程序代码被所述处理器执行时使所述处理器执行上述方法。In a fourth aspect, the embodiments of the present application also provide a computer-readable medium that stores program code executable by a processor, and when the program code is executed by the processor, the processor Perform the above method.
本申请提供的信息推送方法、装置、服务器及计算机可读介质,获取电子设备的位置信息以及电子设备所对应的用户画像数据;然后,根据所述用户画像数据确定目标应用程序,根据所述位置信息确定推送内容;将所述推送内容推送至所述目标应用程序,目标应用程序将该推送内容显示。由于,所确定的用于接收和显示推送内容的目标应用 程序是根据用户画像数据确定,因此,该应用程序的确定能够与用户贴合,更符合用户需求,避免给用户带来不必要的骚扰,能够提升用户体验度。The information push method, device, server, and computer-readable medium provided in this application obtain the location information of the electronic device and the user portrait data corresponding to the electronic device; then, the target application is determined according to the user portrait data, and according to the location The information determines the push content; the push content is pushed to the target application, and the target application displays the pushed content. Since the determined target application for receiving and displaying the pushed content is determined based on the user portrait data, the determination of the application can be more in line with the user, more in line with user needs, and avoid unnecessary harassment to the user , Can improve 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示出了本申请实施例提供的信息推送系统的示意图;Figure 1 shows a schematic diagram of an information push system provided by an embodiment of the present application;
图2示出了现有技术中的信息推送架构的示意图;Figure 2 shows a schematic diagram of an information push architecture in the prior art;
图3示出了本申请一实施例提供的信息推送方法的方法流程图;FIG. 3 shows a method flowchart of an information push method provided by an embodiment of the present application;
图4示出了本申请另一实施例提供的信息推送方法的方法流程图;FIG. 4 shows a method flowchart of an information push method provided by another embodiment of the present application;
图5示出了图4中的S430的方法流程图;FIG. 5 shows a flowchart of the method of S430 in FIG. 4;
图6示出了本申请又一实施例提供的信息推送方法的方法流程图;FIG. 6 shows a method flowchart of an information push method provided by another embodiment of the present application;
图7示出了本申请实施例提供的兴趣点的示意图;FIG. 7 shows a schematic diagram of points of interest provided by an embodiment of the present application;
图8示出了本申请再一实施例提供的信息推送方法的方法流程图FIG. 8 shows a method flowchart of an information push method provided by still another embodiment of the present application
图9示出了本申请一实施例提供的信息推送架构的示意图;FIG. 9 shows a schematic diagram of an information push architecture provided by an embodiment of the present application;
图10示出了本申请再又一实施例提供的信息推送方法的方法流程图FIG. 10 shows a method flowchart of an information push method provided by yet another embodiment of the present application
图11示出了本申请一实施例提供的信息推送装置的模块框图;FIG. 11 shows a block diagram of a module of an information pushing device provided by an embodiment of the present application;
图12示出了本申请另一实施例提供的信息推送装置的模块框图;FIG. 12 shows a block diagram of a module of an information pushing device provided by another embodiment of the present application;
图13示出了本申请实施例提供的服务器的模块框图;FIG. 13 shows a module block diagram of a server provided by an embodiment of the present application;
图14出了本申请实施例提供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. 14 shows a storage unit provided by an embodiment of the present application for storing or carrying program code for implementing the information pushing method according to the 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.
请参阅图1,图1示出了本申请实施例提供的信息推送系统10。如图1中所示,信息推送系统10包括电子设备100和服务器200。电子设备100和服务器200位于无线网络或有线网络中,电子设备100和服务器200进行数据交互。Please refer to FIG. 1, which shows an information push system 10 provided by an embodiment of the present application. As shown in FIG. 1, the information pushing system 10 includes an electronic device 100 and a server 200. The electronic device 100 and the server 200 are located in a wireless network or a wired network, and the electronic device 100 and the server 200 perform data interaction.
在一些实施例中,用户在电子设备通过帐号登录,则该帐号对应的所有信息可以存储在服务器200的存储空间内。服务器200可以是单独的服务器,也可以是服务器集群,可以是本地服务器,也可以是云端服务器。In some embodiments, the user logs in through an account on the electronic device, and all information corresponding to the account can be stored in the storage space of the server 200. The server 200 may be a separate server, or a server cluster, and may be a local server or a cloud server.
则电子设备内安装有多个应用程序,服务器能够向电子设备推送一些内容,具体地,可以是将该个推送至电子设备的某个应用程序,由该应用程序将该内容显示,从而能够将内容推送给到电子设备的用户。There are multiple applications installed in the electronic device, and the server can push some content to the electronic device. Specifically, it can be an application that pushes the electronic device to the electronic device, and the application displays the content, so that the content can be displayed. The content is pushed to the user of the electronic device.
作为一种实施方式,可以是根据用户的位置为用户推送内容。具体地,用户在登录电子设备之后,服务器获取电子设备的位置信息,根据该位置信息确定推送内容,然后再确定一个应用程序,将该内容发送至该应用程序,并且显示。As an implementation manner, the content may be pushed to the user according to the location of the user. Specifically, after the user logs in to the electronic device, the server obtains the location information of the electronic device, determines the push content according to the location information, and then determines an application, sends the content to the application, and displays it.
具体地,用户携带电子设备位于某个位置的时候,服务器能够获取到该电子设备的位置作为用户的位置,根据该位置确定一个内容,将该内容推送给用户,具体地,可以是在电子设备内通过某个应用程序的界面显示该内容,从而用户在使用该应用程序的时 候能够获取到该内容。Specifically, when a user carries an electronic device at a certain location, the server can obtain the location of the electronic device as the user's location, determine a content based on the location, and push the content to the user, specifically, it may be in the electronic device The content is displayed through the interface of an application program, so that the user can obtain the content when using the application program.
然后,发明人在研究中发现,在确定接收并显示推送内容的应用程序的时候,往往是先确定用户正在使用的应用程序,则该正在使用的应用程序包括在电子设备的前台和后台运行的应用程序,具体地,可能是在后台中确定一个应用程序来接收并显示那个内容。由于可能同时存在多个应用程序在后台运行,从而无法准确地判断哪个应用程序是用户正在使用的,例如,可能由于用户错误操作打开某个应用程序但却不是用户目前需要使用的应用程序。Then, the inventor found in his research that when determining the application program that receives and displays the pushed content, it is often the first to determine the application program the user is using, and the application program being used includes those running in the foreground and background of the electronic device. The application, specifically, may determine an application in the background to receive and display that content. Since there may be multiple applications running in the background at the same time, it is impossible to accurately determine which application is being used by the user. For example, an application may be opened due to a user's wrong operation but it is not the application that the user currently needs to use.
具体地,如图2所示,假设电子设备目前处于后台运行状态的应用程序包括APP1、APP2和APP3,其中,APP1和APP2为后台常驻APP,其中,后台常驻APP为处于后台运行状态的时间长度大于第一时间阈值。例如,可以是在用户启动该应用程序之后,本次启动之后该应用程序在后台运行时间长度大于第一时间阈值。而APP3为误打开APP,具体地,该误打开APP为用户无意中打开的APP,具体地,可以是判断该应用程序被启动之后在前台运行的时间长度,如果在前台运行的时间长度小于第二时间阈值,则判定该应用程序为误打开APP。其中,第一时间阈值大于第二时间阈值。Specifically, as shown in Figure 2, it is assumed that the applications currently running in the background of the electronic device include APP1, APP2, and APP3. Among them, APP1 and APP2 are background resident APPs, and the background resident APP is in the background running state. The length of time is greater than the first time threshold. For example, it may be that after the user starts the application, the length of time the application runs in the background after this startup is greater than the first time threshold. And APP3 is an APP opened by mistake. Specifically, the wrong opened APP is an APP opened by the user unintentionally. Specifically, it can be judged the length of time that the application runs in the foreground after it is started. If the length of time running in the foreground is less than the first Second time threshold, it is determined that the application is opened by mistake. Wherein, the first time threshold is greater than the second time threshold.
服务器在获取到电子设备的位置信息之后,确定该电子设备的处于后台运行状态的应用程序,如图2中的APP1、APP2和APP3。服务器由处于后台运行状态的应用程序确定一个应用程序,例如,选中的应用程序为APP1和APP3,然后为每个选中的应用程序推送一个内容,如图2所示,APP1对应的推送内容为内容1,APP3对应的推送内容为内容2。例如,APP1为视频应用,APP3为游戏中心,则内容1为“推送信息:海岸城保利电影院某某电影上影,购票8.5折”,内容2为“推送信息:海岸城电竞中心新开张”。After obtaining the location information of the electronic device, the server determines the application programs of the electronic device in the background running state, such as APP1, APP2, and APP3 in FIG. 2. The server determines an application by the application running in the background. For example, the selected applications are APP1 and APP3, and then push a content for each selected application. As shown in Figure 2, the push content corresponding to APP1 is content 1. The push content corresponding to APP3 is content 2. For example, if APP1 is a video application and APP3 is a game center, content 1 is "Push Information: A certain movie in Poly Cinemas in Coastal City, 15% off on ticket purchases", content 2 is "Push Information: Coastal City E-sports Center newly opened ".
而由于APP3为用户误打开的应用程序,则用户可能短时间内不会打开该应用程序,则会导致所推送的内容3用户无法及时看到,而APP1可能并非是用户感兴趣的APP,从而导致所推送的内容1也并非用户感兴趣的内容。所以,导致用于接收并显示推送内容的应用程序的确定不够准确,而通过该应用程序给用户推送内容的时候,用户可能没有及时获取到或者不感兴趣,从而浪费了资源,并且可能给用户带来了不必要的骚扰。Since APP3 is an application opened by the user by mistake, the user may not open the application in a short time, which will result in the pushed content 3 that the user cannot see in time, and APP1 may not be the APP that the user is interested in. As a result, the pushed content 1 is not the content that the user is interested in. Therefore, the determination of the application used to receive and display the pushed content is not accurate enough, and when the content is pushed to the user through the application, the user may not obtain it in time or is not interested, which wastes resources and may bring users Unnecessary harassment came.
因此,为了克服上述缺陷,本申请实施例提供了一种信息推送方法,如图3所示,该方法应用于上述信息推送系统的服务器,具体地,该方法包括:S301至S304。Therefore, in order to overcome the above shortcomings, an embodiment of the present application provides an information push method, as shown in FIG. 3, the method is applied to the server of the above information push system, specifically, the method includes: S301 to S304.
S301:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。S301: Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
作为一种实施方式,服务器获取电子设备的位置信息的方式可以是通过电子设备所连接的无线网络热点而确定。具体地,服务器内预先存储无线网络列表。该无线网络列表内包括多个无线热点标识和多个位置信息,其中,每个无线热点标识对应一个位置信息,即服务器记录有多个无线热点标识和每个无线热点标识的位置。As an implementation manner, the manner in which the server obtains the location information of the electronic device may be determined by the wireless network hotspot to which the electronic device is connected. Specifically, the wireless network list is pre-stored in the server. The wireless network list includes multiple wireless hotspot identifiers and multiple location information, where each wireless hotspot identifier corresponds to one location information, that is, the server records multiple wireless hotspot identifiers and the location of each wireless hotspot identifier.
然后,电子设备在连接到无线热点的时候,将无线热点的标识发送至服务器,服务器在所述无线网络列表内查找到无线热点对应的位置信息,作为电子设备的位置信息。Then, when the electronic device is connected to the wireless hotspot, it sends the identification of the wireless hotspot to the server, and the server finds the location information corresponding to the wireless hotspot in the wireless network list as the location information of the electronic device.
作为另一种实施方式,服务器获取电子设备的位置信息的方式可以是,电子设备内预先安装有位置上报组件,则获取所述电子设备的位置信息的具体实施方式为,获取安装于所述电子设备内的位置上报组件发送的所述电子设备的位置信息。As another implementation manner, the method for the server to obtain the location information of the electronic device may be that a location reporting component is pre-installed in the electronic device, and the specific implementation manner for obtaining the location information of the electronic device is to obtain the location information installed in the electronic device. The location information of the electronic device sent by the location reporting component in the device.
其中,位置上报组件能够获取到电子设备的位置信息并且上传至服务器,作为一种实施方式,可以是该位置上报组件具有定位功能,能够获取到自身的位置信息,并作为电子设备的位置信息。作为另一种实施方式,电子设备内安装有定位模块,该定位模块是电子设备内的定位芯片,例如,该定位芯片为GPS定位芯片。该位置上报组件能够获取定位模块所定位的位置信息,作为电子设备的位置信息。Wherein, the location reporting component can obtain the location information of the electronic device and upload it to the server. As an implementation manner, the location reporting component may have a positioning function, can obtain its own location information, and use it as the location information of the electronic device. As another implementation manner, a positioning module is installed in the electronic device, and the positioning module is a positioning chip in the electronic device. For example, the positioning chip is a GPS positioning chip. The position reporting component can obtain the position information located by the positioning module as the position information of the electronic device.
具体地,该位置上报组件可以是SDK组件,其中,SDK即“软体开发工具包”,用于为特定的软件包、软件框架、硬件平台、操作系统等建立应用软件的开发工具的集合。 具体地,SDK组件安装在电子设备的操作系统内或者某些应用程序内,与应用程序或者操作系统绑定。SDK组件的作用是为其他应用程序访问数据而提供访问接口,也可以主动采集某些数据并发送至服务器。Specifically, the location reporting component may be an SDK component, where the SDK is a "software development kit", which is used to create a collection of application software development tools for a specific software package, software framework, hardware platform, operating system, etc. Specifically, the SDK component is installed in the operating system or some application programs of the electronic device, and is bound to the application program or the operating system. The function of the SDK component is to provide an access interface for other applications to access data, and it can also actively collect certain data and send it to the server.
作为一种实施方式,该位置上报组件可以是安装在电子设备的应用程序内的SDK组件,其中,该应用程序可以是系统应用程序,也可以是非系统应用程序,其中,电子设备内安装的应用程序可以分为系统应用和非系统应用,其中,系统应用为与电子设备的操作系统绑定安装的应用程序,在电子设备出厂的时候已经在电子设备内安装或者系统应用的应用程序在电子设备出厂的时候已经存储在电子设备内,则在电子设备首次的开机的时候,可以引导的方式将该应用程序安装,并且该系统应用类别的应用程序会跟随电子设备的操作系统的升级而升级,与操作系统属于强耦合的关系,一般不能自动升级或不具备自动升级的能力,例如相机应用,强依赖于电子设备的硬件和系统。而非系统应用为可以独立升级的应用程序,而非必须跟随系统升级而升级。As an implementation manner, the location reporting component may be an SDK component installed in an application of the electronic device, where the application may be a system application or a non-system application, where the application installed in the electronic device Programs can be divided into system applications and non-system applications. Among them, system applications are applications that are bundled and installed with the operating system of the electronic device, and are already installed in the electronic device when the electronic device leaves the factory, or the application of the system application is in the electronic device It has been stored in the electronic device when it leaves the factory. When the electronic device is turned on for the first time, the application can be installed in a guided manner, and the application of the system application category will be upgraded with the upgrade of the operating system of the electronic device. It has a strong coupling relationship with the operating system, and generally cannot be automatically upgraded or does not have the ability to automatically upgrade. For example, camera applications are strongly dependent on the hardware and system of electronic devices. Non-system applications are applications that can be upgraded independently, rather than having to follow system upgrades.
则位置上报组件可以定时上报电子设备的位置信息。于本申请实施例中,该位置信息可以是经纬度信息。Then the location reporting component can periodically report the location information of the electronic device. In the embodiment of the present application, the location information may be latitude and longitude information.
然后,确定获取电子设备对应的用户标识。具体地,确定电子设备当前登录的用户标识。作为一种实施方式,用户登录电子设备的时候,会通过电子设备发送一个登录请求至服务器,该登录请求内包括用户标识和用户密码,服务器在获取到该登录请求之后,解析该登录请求得到用户标识和用户密码,并对用户密码验证,若验证通过,则用户标识能够成功登录该电子设备,服务器记录该用户密码成功登录该电子设备。则当服务器需要确定当前登录电子设备的用户标识的时候,根据预先存储的电子设备的登录记录,确定最近成功登录且未退出登录的用户标识,将所确定的用户标识作为所述电子设备对应的用户标识。作为另一种实施方式,服务器可以发送用户确认请求至电子设备,电子设备在获取到该用户确认请求的时候,查找当前登录电子设备的用户标识,该将用户标识发送至服务器,从而服务器获取到电子设备对应的用户标识。Then, it is determined to obtain the user identification corresponding to the electronic device. Specifically, the identification of the user who is currently logged in to the electronic device is determined. As an implementation manner, when a user logs in to an electronic device, a login request is sent to the server through the electronic device. The login request includes a user ID and a user password. After receiving the login request, the server parses the login request to obtain the user. ID and user password, and verify the user password. If the verification is passed, the user ID can successfully log in to the electronic device, and the server records the user password to successfully log in to the electronic device. Then, when the server needs to determine the user ID of the currently logged-in electronic device, it determines the user ID that has successfully logged in but has not logged out recently according to the pre-stored login record of the electronic device, and uses the determined user ID as the corresponding electronic device User ID. As another implementation manner, the server may send a user confirmation request to the electronic device. When the electronic device obtains the user confirmation request, it searches for the user ID of the currently logged-in electronic device, and sends the user ID to the server, so that the server obtains The user ID corresponding to the electronic device.
于本申请实施例中,服务器能够综合移动终端的系统SDK与应用SDK埋点上报的用户数据,使用统计及数据挖掘技术,提取用户特征并规范化,构建全面且立体的用户画像。In the embodiment of the present application, the server can integrate the user data reported by the system SDK of the mobile terminal and the application SDK, and use statistics and data mining techniques to extract and standardize user characteristics to construct a comprehensive and three-dimensional user portrait.
则具体地,而用户画像是根据特征数据和特征标识得到的。于本申请实施例中,用户画像包括用户基础标签、用户兴趣偏好标签、用户设备属性及行为标签、用户应用行为标签、用户社交标签和心理价值观标签等。其中,用户基础标签对应用户身份信息,指的是用户基础人口属性标签(包括性别年龄、所在区域等),该标签对应的特征数据为用户身份数据,则该数据的获取方式包括用户上报、算法挖掘等。用户兴趣偏好标签对应用户兴趣信息,用户兴趣偏好标签对应用户的兴趣内容,其获取方式也可以是用户上报、算法挖掘等。用户设备属性标签对应的用户所使用的产品的属性信息,其对应的特征数据为用户所使用的产品的配置参数,例如,内存容量、电池容量或屏幕尺寸等,其获取方式可以是用户上报或者通过用户设备内的SDK组件采集。用户设备行为标签对应用户操作移动终端的操作数据,所对应的特征数据为用户操作移动终端所产生的数据,其获取方式可以是通过移动终端的操作系统内的SDK组件收集。用户应用行为标签对应用户操作安装在移动终端内的应用程序的操作数据,所对应的特征数据为用户操作移动终端内安装的应用程序所产生的数据,其获取方式可以是通过移动终端的应用程序内的SDK组件收集。用户社交标签对应用户的社交信息,可以是通过用户在各个社交网站或者社交APP的社交数据而获得,该社交数据可以包括用户的好友数量、被评论的数量、被点赞的数量以及所关注的内容等。心理价值观标签为用户的价值观数据,该价值观数据可以是用户的性格和是非观等,具体地,可以通过获取用户在社交平台上的留言 内容而确定,例如,用户对某个观点的评价,能够提取出用户对该观点支持还是不支持的关键词,从而确定用户的是非观。Specifically, the user portrait is obtained based on feature data and feature identification. In the embodiment of the present application, the user portrait includes user basic tags, user interest preference tags, user equipment attributes and behavior tags, user application behavior tags, user social tags, and psychological value tags. Among them, the user base tag corresponds to user identity information, which refers to the user's basic demographic attribute tag (including gender, age, location, etc.), and the characteristic data corresponding to the tag is user identity data. The data acquisition methods include user reporting, algorithm Digging etc. The user interest preference tag corresponds to user interest information, and the user interest preference tag corresponds to the user's interest content. The acquisition method may also be user reporting, algorithm mining, and so on. The attribute information of the product used by the user corresponding to the user equipment attribute tag, and its corresponding feature data is the configuration parameter of the product used by the user, such as memory capacity, battery capacity, or screen size, etc. The method of obtaining it can be reported by the user or Collected through the SDK component in the user's device. The user equipment behavior tag corresponds to the operation data of the user operating the mobile terminal, and the corresponding characteristic data is the data generated by the user operating the mobile terminal. The method of obtaining it can be collected through the SDK component in the operating system of the mobile terminal. The user application behavior tag corresponds to the operation data of the user operating the application installed in the mobile terminal, and the corresponding characteristic data is the data generated by the user operating the application installed in the mobile terminal. The method of obtaining it can be through the application of the mobile terminal. Collection of SDK components inside. The user’s social tag corresponds to the user’s social information, which can be obtained through the user’s social data on various social websites or social apps. The social data can include the number of friends, the number of comments, the number of likes, and the attention of the user. Content etc. The psychological value label is the user’s value data. The value data can be the user’s personality, right and wrong, etc. Specifically, it can be determined by obtaining the user’s message content on social platforms. For example, the user’s evaluation of a certain point of view can be Extract the keywords that the user supports or not support the view, so as to determine the user's right or wrong view.
S302:根据所述用户画像数据确定目标应用程序。S302: Determine a target application program according to the user portrait data.
用户画像数据能够反应出用户对应用程序的使用习惯以及用户的兴趣爱好等信息,能够作为选择目标应用程序的依据。The user portrait data can reflect the user's usage habits of the application and the user's hobbies and other information, and can be used as a basis for selecting the target application.
作为一种实施方式,用户画像数据包括用户使用应用程序的记录,该记录包括用户使用应用程序的次数,从而能够统计出在一定时间段内的每个应用程序的使用次数,将使用次数满足指定次数条件的应用程序作为目标应用程序,其中,指定次数条件可以是使用次数最大的应用程序。As an implementation manner, the user portrait data includes a record of the user's use of the application, and the record includes the number of times the user uses the application, so that the number of uses of each application within a certain period of time can be counted, and the number of uses meets the specified The application with the frequency condition serves as the target application, and the specified frequency condition may be the application with the largest number of uses.
作为另一种实施方式,用户画像数据包括用户兴趣爱好,该兴趣爱好可以包括美食、美妆、旅游、运动和自拍等,然后,确定多个应用程序的类型,有多个应用程序的类型中查找与用户的兴趣爱好匹配的应用程序作为目标应用程序。例如,用户的兴趣爱好是美食,则可以选择美食类应用程序作为目标应用程序。As another implementation manner, the user portrait data includes user interests and hobbies, which may include food, beauty, travel, sports, and selfies, etc. Then, the types of multiple applications are determined, and there are multiple types of applications. Find an application that matches the user's hobbies as the target application. For example, if the user's hobby is food, then the food application can be selected as the target application.
S303:根据所述位置信息确定推送内容。S303: Determine the push content according to the location information.
作为一种实施方式,服务器内预先存储有位置信息对应的推送内容,具体地,服务器内存储有推送列表,在该列表内包括多个位置信息和推送内容,每个位置信息对应至少一个推送内容。则服务器在获取到电子设备的位置信息之后,在该推送列表内查找该位置信息对应的推送内容,作为用于推送给所述电子设备的推送内容。具体地,该推送列表包括的位置信息可以是一个位置区域,则服务器在获取到电子设备的位置信息的时候确定该位置信息所对应的位置区域,然后在所述推送列表内查找该位置区域对应的推送内容,作为用于推送给所述电子设备的推送内容。例如,该位置区域可以是城市区域,假设电子设备的位置信息所对应的位置区域为城市A,则推送内容可以是与该城市A对应的“欢迎来到城市A,城市A的旅游攻略是****”。As an implementation manner, the server pre-stores the push content corresponding to the location information. Specifically, the server stores the push list. The list includes multiple location information and push content, and each location information corresponds to at least one push content. . After obtaining the location information of the electronic device, the server searches for the push content corresponding to the location information in the push list as the push content for pushing to the electronic device. Specifically, the location information included in the push list may be a location area, and the server determines the location area corresponding to the location information when acquiring the location information of the electronic device, and then searches for the location area corresponding to the location area in the push list. The push content of is used as the push content for pushing to the electronic device. For example, the location area can be a city area. Assuming that the location area corresponding to the location information of the electronic device is city A, the push content can be "Welcome to city A, city A's travel guide is * ***".
作为另一种实施方式,还可以是根据电子设备的位置信息确定该位置信息附近的兴趣点,再根据该兴趣点确定推送内容,具体地,请参阅后续实施例。As another implementation manner, it is also possible to determine a point of interest near the location information according to the location information of the electronic device, and then determine the push content according to the point of interest. For details, please refer to the subsequent embodiments.
S304:将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。S304: Push the pushed content to the target application, and instruct the target application to display the pushed content.
服务器将所确定的推送内容发送至电子设备,电子设备在获取到该推送内容的时候,将该推送内容在目标应用程序内显示。The server sends the determined push content to the electronic device, and when the electronic device obtains the push content, the push content is displayed in the target application.
作为一种实施方式,可以是服务器发送显示请求至电子设备,该显示请求内包括推送内容和目标应用程序的标识,电子设备在获取到该显示请求之后,解析该显示请求获得推送内容和目标应用程序的标识,查找该目标应用程序的标识所对应的应用程序,将该目标应用程序在前台运行,并且指示该目标应用程序在该目标应用程序的指定界面内显示该推送内容。在一些实施例中,还可以是电子设备检测是否获取到目标要程序的启动指令,而并非主动将目标应用程序启动,则该启动指令可以是用户输入的,例如,用户点击该目标应用程序的图标从而将目标应用程序启动,还可以是用户将该目标应用程序从后台切换至前台。则电子设备在获取到用户输入的目标要程序的启动指令之后,控制该目标应用程序在该目标应用程序的指定界面内显示该推送内容。As an implementation manner, the server may send a display request to the electronic device. The display request includes the identification of the pushed content and the target application. After receiving the display request, the electronic device parses the display request to obtain the pushed content and the target application. The identifier of the program searches for the application program corresponding to the identifier of the target application program, runs the target application program in the foreground, and instructs the target application program to display the push content in the designated interface of the target application program. In some embodiments, the electronic device may also detect whether the start instruction of the target program is acquired, instead of actively starting the target application, the start instruction may be input by the user, for example, the user clicks on the target application. The icon thus starts the target application, or the user switches the target application from the background to the foreground. Then, after the electronic device obtains the start instruction of the target program input by the user, it controls the target application to display the push content in the designated interface of the target application.
作为另一种实施方式,服务器发送显示请求至目标应用程序,该显示请求内包括推送内容,目标应用程序接收到该显示请求之后,解析该显示请求以获得推送内容,并且在该目标应用程序的指定界面内显示该推送内容。在一些实施例中,目标应用程序在获取到显示请求之后,立刻将该推送内容显示。在另一些实施例中,目标应用程序在获取到显示请求之后,等待该目标应用程序被启动的时候或者被切换至前台的时候,将该推送内容显示。As another implementation manner, the server sends a display request to the target application, and the display request includes the push content. After the target application receives the display request, it parses the display request to obtain the push content, and displays the content in the target application. The push content is displayed in the specified interface. In some embodiments, the target application displays the pushed content immediately after obtaining the display request. In other embodiments, after obtaining the display request, the target application waits for the target application to be started or is switched to the foreground, and then displays the push content.
另外,服务器发送显示请求至目标应用程序的方式可以是,电子设备将显示请求发送至目标应用程序对应的应用服务器,具体地,该显示请求包括推送内容和目标应用程序的标识,应用服务器根据该目标应用程序的标识,将推送内容发送至该目标应用程序的标识对应的应用程序。In addition, the method for the server to send the display request to the target application may be that the electronic device sends the display request to the application server corresponding to the target application. Specifically, the display request includes the push content and the identification of the target application, and the application server according to the The identification of the target application, and the push content is sent to the application corresponding to the identification of the target application.
请参阅图4,本申请实施例提供了一种信息推送方法,如图4所示,该方法应用于上述信息推送系统的服务器,具体地,该方法包括:S410至S450。Referring to FIG. 4, an embodiment of the present application provides an information push method. As shown in FIG. 4, the method is applied to the server of the above information push system. Specifically, the method includes: S410 to S450.
S410:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据;S410: Acquire location information of the electronic device and user portrait data corresponding to the electronic device;
S420:由所述电子设备安装的多个应用程序中,确定处于运行状态的应用程序。S420: Among the multiple application programs installed by the electronic device, determine an application program that is in a running state.
具体地,根据用户画像数据所确定目标应用程序,可以是电子设备内所安装的应用程序中的一个,要可以是未在电子设备内安装的应用程序。Specifically, the target application program determined according to the user portrait data may be one of the application programs installed in the electronic device, or may be an application program that is not installed in the electronic device.
具体地,上述实施例中,如果服务器发送显示请求至电子设备的时候,电子设备通过该显示请求获取目标应用程序的标识,判断该目标应用程序的标识否为已经安装在所述电子设备内,如果未被安装,则向该目标应用程序的应用服务器发送该目标应用程序的安装请求,从而将目标应用程序安装。Specifically, in the foregoing embodiment, if the server sends a display request to the electronic device, the electronic device obtains the identification of the target application through the display request, and determines whether the identification of the target application is already installed in the electronic device, If it is not installed, then send an installation request of the target application to the application server of the target application, thereby installing the target application.
作为一种实施方式,根据所述用户画像数据确定目标应用程序的具体实施方式可以是,根据所述用户画像数据由所述电子设备安装的多个应用程序中确定所述目标应用程序。其中,电子设备内所安装的应用程序的标识可以被服务器所获取并且被存储在服务器内,则服务器获取电子设备内安装的多个应用程序的标识,根据所述用户画像数据从所安装的多个应用程序中确定目标应用程序,其中,具体的确定策略可以参考前述实施例,在此不再赘述。As an implementation manner, a specific implementation manner of determining a target application program based on the user portrait data may be to determine the target application program from a plurality of applications installed by the electronic device based on the user portrait data. Wherein, the identities of the applications installed in the electronic device can be acquired by the server and stored in the server, and the server acquires the identities of multiple applications installed in the electronic device, and obtains the identities of multiple applications installed in the electronic device according to the user profile data The target application program is determined in each application program, where the specific determination strategy can refer to the foregoing embodiment, and will not be repeated here.
另外,为了保证所确定的目标应用程序为用户有可能使用的应用程序,则根据所述用户画像数据确定目标应用程序的具体实施方式,可以是由所述电子设备安装的多个应用程序中,确定处于运行状态的应用程序;根据所述用户画像数据由处于运行状态的应用程序中确定目标应用程序。In addition, in order to ensure that the determined target application is an application that is likely to be used by the user, the specific implementation manner of determining the target application according to the user profile data may be among multiple applications installed by the electronic device, The application program in the running state is determined; the target application program is determined from the application programs in the running state according to the user portrait data.
其中,应用程序的状态包括前台运行状态、后台运行状态和未运行状态。前台运行状态,是指应用程序在屏幕上由界面运行,用户能够通过界面与该应用程序互动,例如,输入执行指令或由界面观察到一些信息等。后台运行状态,是指应用程序在系统的资源管理器里运行,但是一般没有界面。用户在首次启动应用程序的时候,该应用程序在第一屏幕的屏幕上运行,即处于前台运行状态,在用户点击home键的时候,或者将其他应用切换至前台或者将电子设备锁屏时,该应用程序的状态变更为后台运行状态。未运行状态是指该应用程序未启动,即不处于前台运行状态,也不处于后台运行状态,具体地,可以是当应用程序在前台或者后台运行的时候,该应用程序的进程被杀死,则此时应用程序处于未运行状态,也称为关闭状态。Among them, the state of the application includes the foreground running state, the background running state and the non-running state. The foreground running state refers to the application running on the screen by the interface, and the user can interact with the application through the interface, for example, inputting execution instructions or observing some information from the interface. The background running state means that the application is running in the system's resource manager, but there is generally no interface. When the user starts the application for the first time, the application runs on the first screen, that is, it is in the foreground. When the user clicks the home button, or switches other applications to the foreground or locks the screen of the electronic device, The state of the application is changed to the background running state. The non-running state means that the application is not started, that is, it is not running in the foreground or in the background. Specifically, it can be that the process of the application is killed when the application is running in the foreground or background. At this time, the application is in a non-running state, which is also called a closed state.
在电子设备内存储有应用程序运行状态表,该表内包括当前电子设备所安装的所有应用程序的标识和每个应用程序的标识对应的状态,具体地,该表存储在服务器内,由电子设备将当前运行的应用程序的标识及所对应的状态发送至服务器内存储。从而,服务器能够通过查询该表,得到电子设备内的安装的多个应用程序中,处于运行状态的应用程序的标识。An application program running status table is stored in the electronic device. The table includes the identifiers of all the applications currently installed on the electronic device and the status corresponding to the identifiers of each application. Specifically, the table is stored in the server, and the table is stored in the server. The device sends the identifier of the currently running application program and the corresponding state to the server for storage. Therefore, the server can obtain the identifier of the application program in the running state among the multiple application programs installed in the electronic device by querying the table.
另外,考虑到直接在用户正在使用的应用程序的界面上推送内容的话,可能会打扰用户的操作,则于本申请实施例中,所述运行状态为后台运行状态,则由所述电子设备安装的多个应用程序中,确定处于后台运行状态的应用程序。In addition, considering that pushing content directly on the interface of the application program that the user is using may disturb the user's operation, in the embodiment of the present application, the running state is the background running state, and the electronic device is installed Among multiple applications, determine the application that is running in the background.
S430:根据所述用户画像数据由处于运行状态的应用程序中确定目标应用程序。S430: Determine the target application from the running application according to the user portrait data.
具体地,可以是根据处于运行状态的应用程序中每个应用程序的使用记录和类型中的至少一个,根据用户画像数据确定目标应用程序,具体地,可以参考上述实施例,在 此不再赘述。Specifically, it may be based on at least one of the usage record and type of each application in the running application, and the target application is determined based on the user profile data. Specifically, you can refer to the above-mentioned embodiment, which will not be repeated here. .
于本申请实施例中,可以根据处于运行状态的应用程序中每个应用程序的的类型确定目标应用程序,具体地,请参阅图5,该步骤S430包括步骤S431至S433。In the embodiment of the present application, the target application can be determined according to the type of each application in the running application. Specifically, referring to FIG. 5, this step S430 includes steps S431 to S433.
S431:将处于后台运行状态的应用程序,作为备选应用程序。S431: Use the application in the background running state as a candidate application.
S432:获取所述备选应用程序中每个应用程序的应用类型。S432: Acquire the application type of each application in the candidate applications.
应用程序的类别,可以是应用程序的开发商在开发的时候为应用程序设定的类别,也可以是应用程序在安装在电子设备上之后,用户为应用程序设定的类别,例如,用户在电子设备上安装某个应用程序,在安装完成并进入该应用程序之后,会显示一个对话框,指示用户为应用程序设定类别。则应用程序具体属于哪个类别,可以由用户根据需求而设定,例如,用户可以将某社交软件设置为音频类,或者设置为视频类,或者设置为社交类。The category of the application can be the category set for the application by the developer of the application during development, or the category set by the user for the application after the application is installed on the electronic device. A certain application is installed on the electronic device. After the installation is completed and the application is entered, a dialog box will be displayed instructing the user to set a category for the application. The specific category the application belongs to can be set by the user according to requirements. For example, the user can set a certain social software as an audio category, or as a video category, or as a social category.
另外,电子设备内安装有应用程序安装软件,例如ios系统内的Appstore。则在该应用程序安装软件内设置有应用程序列表,在该列表内用户能够下载应用程序并且能够更新和打开应用程序,而且该应用程序安装软件可以将不同的应用程序按照类别现实,比如,音频类、视频类或者游戏类等。因此,用户在使用该应用程序安装软件安装应用程序的时候,就已经能够知道该应用程序的类别。In addition, application installation software is installed in the electronic device, such as the Appstore in the ios system. Then there is an application list in the application installation software, in which the user can download the application and update and open the application, and the application installation software can display different applications according to categories, such as audio Category, video category or game category, etc. Therefore, when the user installs the application using the application installation software, he can already know the category of the application.
另外,考虑到有些应用程序可以播放视频也可以播放音频,则如果该应用程序支持视频播放的功能,就将该应用程序的类型设置为视频类型,如果不支持视频播放的功能,而仅仅支持音频播放的功能,则就将该应用程序的类型设置为音频类型。而具体地,应用程序是否支持视频播放功能,可以通过该应用程序的功能描述信息中,所包含的功能描述,例如,所支持的播放格式来判断是否支持视频格式的播放,也可以通过检测该应用程序的程序模块内是否播放视频播放模块,例如,某个视频播放的编解码算法等,从而能够确定该应用程序是否支持视频播放功能。In addition, considering that some applications can play video and audio, if the application supports the function of video playback, set the type of the application to the video type. If the function of video playback is not supported, only audio is supported. To play the function, set the type of the application to the audio type. Specifically, whether the application supports the video playback function can be determined by the function description contained in the function description information of the application, for example, the supported playback format, or whether it supports the playback of the video format. Whether the video playback module is played in the program module of the application, for example, the codec algorithm of a certain video playback, etc., so as to determine whether the application supports the video playback function.
再者,如果有些应用程序的功能多样化,则需要根据应用程序的具体操作行为而确定该应用程序的类别,例如,如果有些应用程序能够播放视频,也能够播放音频,例如一些视频播放软件,可以播放纯音频文件,也可以播放视频,则该应用程序的类别可以根据应用程序的使用记录而确定,即根据该应用程序的一定时间段内的使用记录,确定用户使用该应用程序是倾向于播放视频还是更倾向于播放音频。Furthermore, if the functions of some applications are diversified, the category of the application needs to be determined according to the specific operation behavior of the application. For example, if some applications can play video, they can also play audio, such as some video playback software. It can play pure audio files or videos. The category of the application can be determined according to the usage record of the application, that is, according to the usage record of the application within a certain period of time, it is determined that the user is inclined to use the application Playing video is still more inclined to play audio.
具体地,获取该应用程序在预设时间段内的所有用户的操作行为数据,其中,所有用户是指安装过该应用程序的所有用户,则该操作行为数据可以由应用程序对应的服务器内获取,也就是说,用户在使用该应用程序的时候会使用用户对应的用户账号登录该应用程序,而用户账号对应的操作行为数据会发送至应用程序对应的服务器,则服务器将所获取的操作行为数据与用户账号对应存储。在一些实施例中,电子设备发送针对应用程序的操作行为查询请求发送至该应用程序对应的服务器,服务器将一定预设时间段内的所有用户的操作行为数据发送至电子设备。Specifically, obtain the operation behavior data of all users of the application within a preset time period, where all users refer to all users who have installed the application, then the operation behavior data can be obtained from the server corresponding to the application That is to say, when the user uses the application, the user will use the user account corresponding to the user to log in to the application, and the operation behavior data corresponding to the user account will be sent to the server corresponding to the application, and the server will obtain the operation behavior The data is stored corresponding to the user account. In some embodiments, the electronic device sends an operation behavior query request for the application to the server corresponding to the application, and the server sends the operation behavior data of all users within a certain preset time period to the electronic device.
该操作行为数据包括所播放的音频文件的名称和时间、以及所播放的视频文件的名称和时间,通过分析该操作行为数据就能够确定在一定预设时间段内该应用程序播放的音频文件的数量以及总的时间,也可以得到该应用程序播放的视频文件的数量以及总的时间,则根据音频和视频文件的播放总时长在该预定时间段内的占比,确定应用程序的类别,具体地,获取音频和视频文件的播放总时长在该预定时间段内的占比,为方便描述,将音频文件的播放总时长在该预定时间段内的占比记为音频播放占比,将视频文件的播放总时长在该预定时间段内的占比记为视频播放占比,如果视频播放占比大于音频播放占比,则将应用程序的类别设定为视频类型,如果音频播放占比大于视频播放占比,则将应用程序的类别设定为音频类型。例如,预设时间段为30天,即720小时,而音 频文件的播放总时长为200小时,则音频播放占比为27.8%,视频文件的播放总时长为330小时,则视频播放占比为45.8%,则视频播放占比大于音频播放占比,则将应用程序的类别设定为视频类型。The operation behavior data includes the name and time of the played audio file, and the name and time of the played video file. By analyzing the operation behavior data, it is possible to determine the value of the audio file played by the application within a certain preset time period. The number and total time, the number of video files played by the application and the total time can also be obtained. Then, according to the proportion of the total playing time of audio and video files in the predetermined time period, the category of the application is determined, and the specific The proportion of the total playing time of audio and video files in the predetermined time period is obtained. For the convenience of description, the proportion of the total playing time of the audio files in the predetermined time period is recorded as the proportion of audio playback, and the video The proportion of the total playing time of the file in the predetermined time period is recorded as the proportion of video playback. If the proportion of video playback is greater than the proportion of audio playback, the application category is set to the video type. If the proportion of audio playback is greater than For video playback ratio, set the category of the application to the audio type. For example, if the preset time period is 30 days, that is 720 hours, and the total playback time of audio files is 200 hours, the audio playback ratio is 27.8%, and the total playback time of video files is 330 hours, then the video playback ratio is 45.8%, the proportion of video playback is greater than the proportion of audio playback, and the application category is set to the video type.
作为另一种实施方式,电子设备内的应用程序的UID是由一串数字构成的,且该数字的排列存在一定的规律性,不同的类别的应用程序的UID所对应的数字分段区域是不同的,例如,UID为00000至09999的应用程序同属于一个类别,因此,根据该应用程序的UID能够确定该应用程序对应的类别。As another implementation manner, the UID of the application in the electronic device is composed of a series of numbers, and there is a certain regularity in the arrangement of the numbers, and the number segment areas corresponding to the UIDs of different types of applications are Different, for example, applications with UIDs ranging from 00000 to 09999 belong to the same category. Therefore, the category corresponding to the application can be determined according to the UID of the application.
S433:根据所述兴趣偏好信息和每个所述应用程序的应用类型确定目标应用程序。S433: Determine a target application according to the interest preference information and the application type of each application.
所述用户画像数据包括兴趣偏好信息,其中,该兴趣偏好信息可以是美食、音乐、视频、游戏等用户经常关注的内容。而应用程序的应用类型与兴趣偏好信息如果匹配的话,则表示该类应用程序会引起用户的兴趣或者是用户感兴趣的应用程序。The user portrait data includes interest preference information, where the interest preference information may be food, music, video, games and other content that the user often pays attention to. If the application type of the application matches the interest preference information, it means that this type of application will arouse the user's interest or is an application that the user is interested in.
则根据所述兴趣偏好信息和每个所述应用程序的应用类型确定目标应用程序的具体实施方式可以是,由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序,作为目标应用程序。Then, a specific implementation manner for determining the target application program according to the interest preference information and the application type of each application program may be to search for an application program matching the interest preference information from the application type of each application program , As the target application.
例如,用户的兴趣偏好信息为视频类,则由每个所述应用程序的应用类型中查找应用类型为视频类的应用程序,作为目标应用程序。For example, if the user's interest preference information is in the video category, an application whose application type is in the video category is searched from the application types of each of the applications as the target application.
而如果由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序为多个,则可以根据应用程序的运行参数确定目标应用程序。具体地,将所查找到的与所述兴趣偏好信息匹配的多个应用程序作为待选应用程序;获取所述待选应用程序中,每个应用程序的运行参数;根据所述运行参数由所述待选应用程序中确定目标应用程序。However, if there are multiple applications that match the interest preference information in the application type of each application, the target application can be determined according to the operating parameters of the application. Specifically, the multiple applications found matching the interest preference information are used as candidate applications; the operating parameters of each application in the candidate applications are obtained; and the operating parameters are determined according to the operating parameters. The target application is determined in the application to be selected.
其中,应用程序的运行参数可以是应用程序的使用记录,该使用记录包括每次被使用的时间点,从而能够统计得到一定时间段内该应用程序被使用的频率以及最近一次被使用的时刻,其中,应用程序被使用可以是指应用程序被在前台运行。Wherein, the operating parameter of the application program may be the use record of the application program. The use record includes the time point each time it is used, so that the frequency of use of the application program within a certain period of time and the last time it was used can be obtained by statistics. Among them, the application program being used may mean that the application program is running in the foreground.
则作为一种实施方式,可以是在待选应用程序中查找待预设时间段内使用次数最高的应用程序,作为目标应用程序。作为另一种实施方式,还可以是在待选应用程序中查找最近一次使用的应用程序,作为目标应用程序。具体地,可以是获取所述待选应用程序中,每个应用程序的最近一次被使用的时刻,并且获取每个应用程序的最近一次被使用的时刻与当前时刻的时间差,从而获取每个应用程序的时间差,将时间差最小的应用程序作为目标应用程序。As an implementation manner, the application program with the highest number of use within the to-be-predetermined time period may be searched for among the application programs to be selected as the target application program. As another implementation manner, it is also possible to search for the most recently used application among the candidate applications as the target application. Specifically, it may be to obtain the last used time of each application in the candidate applications, and obtain the time difference between the last used time of each application and the current time, so as to obtain each application. The time difference of the program, the application with the smallest time difference is taken as the target application.
S440:根据所述位置信息确定推送内容。S440: Determine the push content according to the location information.
S450:将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。S450: Push the pushed content to the target application, and instruct the target application to display the pushed content.
作为一种实施方式,电子设备在获取到推送内容之后,将目标应用程序从后台切换至前台,并且在目标应用程序的指定界面内显示该推送内容。作为另一种实施方式,电子设备在检测到目标应用程序由后台切换至前台的时候,在目标应用程序的指定界面内显示该推送内容。As an implementation manner, after obtaining the pushed content, the electronic device switches the target application from the background to the foreground, and displays the pushed content in a designated interface of the target application. As another implementation manner, when the electronic device detects that the target application is switched from the background to the foreground, the push content is displayed in the designated interface of the target application.
请参阅图6,本申请实施例提供了一种信息推送方法,如图6所示,该方法应用于上述信息推送系统的服务器,具体地,该方法包括:S601至S605。Referring to FIG. 6, an embodiment of the present application provides an information push method. As shown in FIG. 6, the method is applied to the server of the above information push system. Specifically, the method includes: S601 to S605.
S601:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。S601: Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
S602:根据所述用户画像数据确定目标应用程序。S602: Determine a target application program according to the user portrait data.
S603:确定所述位置信息所在的预设位置范围内的多个兴趣点。S603: Determine multiple points of interest within a preset location range where the location information is located.
其中,兴趣点(Point of Interest,POI)在地理信息系统中,可以是一栋房子、一个商铺、一个邮筒、一个公交站等。Among them, a point of interest (POI) in the geographic information system can be a house, a shop, a post box, a bus stop, etc.
其中,预设位置范围可以是位置信息所在的一个位置区域,具体地,可以是以位置信息为几何中心的一个圆形区域,当然,也可以是矩形区域或者其他形状的区域,在此不做限定。Among them, the preset location range may be a location area where the location information is located. Specifically, it may be a circular area with the location information as the geometric center. Of course, it may also be a rectangular area or an area of other shapes. limited.
具体地,每个兴趣点在地图系统内的位置信息服务器能够预先获知,则确定该位置信息所在的预设位置范围在地图系统内对应的位置范围,然后在地图系统内查找该位置范围内的所有兴趣点,作为位置信息所在的预设位置范围内的多个兴趣点。如图7所示,D为电子设备的位置信息,P1、P2、P3和P4为兴趣点。Specifically, if the location information server of each point of interest in the map system can be known in advance, it is determined that the preset location range where the location information is located is in the corresponding location range in the map system, and then the map system is searched for within the location range. All points of interest are regarded as multiple points of interest within the preset location range where the location information is located. As shown in Figure 7, D is the location information of the electronic device, and P1, P2, P3, and P4 are points of interest.
S604:根据每个所述兴趣点对应的描述信息确定推送内容。S604: Determine the push content according to the description information corresponding to each point of interest.
兴趣点的描述信息可以是该兴趣点的标识或者描述该兴趣点的功能的内容,例如,该兴趣点可以是公交站,则该兴趣点对应的内容可以是该公交站的公交车信息,再例如,该兴趣点可以是商铺,则该兴趣点对应的描述信息可以是商铺信息。其中,该商铺的商铺信息包括商铺的标识(可以是名称)以及商铺的售卖商品信息,该售卖商品信息可以是所售卖的商品的清单也可以是所售卖的商品的类别,该类别可以是电器类、服装类或者餐饮类等。The description information of the point of interest may be the identification of the point of interest or the content describing the function of the point of interest. For example, the point of interest may be a bus stop, and the content corresponding to the point of interest may be the bus information of the bus stop. For example, the point of interest may be a shop, and the description information corresponding to the point of interest may be shop information. Wherein, the shop information of the shop includes the logo of the shop (which can be a name) and the product information of the shop. The product information can be a list of the products sold or the category of the products sold, and the category can be electrical appliances. Category, clothing category or catering category.
作为一种实施方式,服务器从多个兴趣点中确定一个兴趣点,作为目标兴趣点,获取该目标兴趣点的描述信息,作为目标描述信息,然后根据该目标描述信息确定推送内容。具体地,可以是将该描述信息作为推送内容。As an implementation manner, the server determines a point of interest from multiple points of interest as a target point of interest, obtains description information of the target point of interest as target description information, and then determines the push content according to the target description information. Specifically, the description information may be used as the push content.
作为另一种实施范式,服务器根据每个兴趣点的描述信息从多个兴趣点中确定一个兴趣点,作为目标兴趣点,根据目标兴趣点确定推送内容。As another implementation paradigm, the server determines a point of interest from multiple points of interest according to the description information of each point of interest, as a target point of interest, and determines the push content according to the target point of interest.
则具体地,服务器在获取到每个兴趣点的描述信息之后,由该描述信息中确定满足兴趣条件的描述信息,其中,兴趣条件可以是热门话题等。作为一种实施方式,根据的当期的热门话题由每个兴趣点的描述信息中查找与热门话题匹配的描述信息,作为目标描述信息。例如,热门话题是舌尖上的中国,则所确定的描述信息可以是与美食相关的描述信息。将目标描述信息对应的兴趣点作为目标兴趣点。Specifically, after obtaining the description information of each point of interest, the server determines the description information that satisfies the interest condition from the description information, where the interest condition may be a hot topic or the like. As an implementation manner, according to the current hot topic, the description information matching the hot topic is searched from the description information of each point of interest as the target description information. For example, if the hot topic is China on the tip of the tongue, the determined descriptive information may be descriptive information related to food. The point of interest corresponding to the target description information is taken as the target point of interest.
然后,根据目标兴趣点确定推送内容。作为一种实施方式,服务器发送消息获取请求至目标兴趣点对应的目标终端,指示该目标终端返回推送内容。具体地,由于目标兴趣点的目标终端可能在一定时间发送促销信息或者其他的推广内容,则目标兴趣点的目标终端在获取到消息获取请求的时候,可以从推广内容中获取推送内容,并发送至服务器。作为另一种实施方式,服务器确定目标兴趣点之后,可以根据该目标兴趣点的标识作为推送内容。Then, the push content is determined according to the target point of interest. As an implementation manner, the server sends a message acquisition request to the target terminal corresponding to the target point of interest, instructing the target terminal to return the push content. Specifically, since the target terminal of the target point of interest may send promotional information or other promotional content at a certain time, when the target terminal of the target point of interest receives the message acquisition request, it can obtain the pushed content from the promoted content and send it To the server. As another implementation manner, after the server determines the target point of interest, it may push the content according to the identifier of the target point of interest.
S605:将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。S605: Push the pushed content to the target application, and instruct the target application to display the pushed content.
请参阅图8,本申请实施例提供了一种信息推送方法,如图8所示,该方法应用于上述信息推送系统的服务器,具体地,该方法包括:S801至S804。Referring to FIG. 8, an embodiment of the present application provides an information push method. As shown in FIG. 8, the method is applied to the server of the foregoing information push system. Specifically, the method includes: S801 to S804.
S801:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。S801: Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
S802:根据所述用户画像数据确定目标应用程序。S802: Determine a target application program according to the user portrait data.
S803:根据所述位置信息和所述用户画像数据确定推送内容。S803: Determine the push content according to the location information and the user portrait data.
参考上述实施例,服务器在根据位置信息确定推送内容的时候,还可以同时参考用户画像数据。具体地,根据所述位置信息和所述用户画像数据确定推送内容的实施方式可以是:确定所述位置信息所在的预设位置范围内的多个兴趣点;获取每个所述兴趣点对应的描述信息,作为待选信息;根据所述用户画像数据由多个所述待选信息中确定目标信息;根据所述目标信息确定推送内容。With reference to the foregoing embodiment, the server may also refer to the user portrait data when determining the push content according to the location information. Specifically, an implementation manner for determining the push content according to the location information and the user portrait data may be: determining multiple points of interest within a preset location range where the location information is located; acquiring the corresponding point of interest for each point of interest. The description information is used as the information to be selected; the target information is determined from the plurality of information to be selected according to the user portrait data; the push content is determined according to the target information.
其中,用户画像数据能够反应用户的兴趣爱好、价值观以及基础信息等,则可以由多个所述待选信息中确定与用户画像数据匹配的信息作为目标信息。Wherein, the user portrait data can reflect the user's hobbies, values, basic information, etc., and the information that is determined to match the user portrait data among the multiple pieces of to-be-selected information may be used as the target information.
作为一种实施方式,用户画像数据可以是兴趣偏好信息,而兴趣点的描述信息能够描述兴趣点的功能,则由多个所述待选信息中查找与用户的兴趣偏好信息匹配的信息作为目标信息。具体地,获取每个所述待选信息的信息类型;由多个所述待选信息中查找所述信息类型与所述兴趣偏好信息匹配的待选信息,作为所述目标信息。As an implementation manner, the user portrait data may be interest preference information, and the description information of the point of interest can describe the function of the point of interest, and the target is to find information that matches the user’s interest preference information among the multiple pieces of candidate information. information. Specifically, the information type of each piece of the to-be-selected information is obtained; the candidate information whose information type matches the interest preference information is searched for among a plurality of pieces of the to-be-selected information as the target information.
于本申请实施例中,所述兴趣点为商铺,所述描述信息为商铺信息,则待选信息为待选商铺信息。用户画像数据包括消费信息,则根据所述用户画像数据由多个所述待选信息中确定目标信息的实施方式为,根据所述消费信息由多个所述待选商铺信息中确定目标信息。In the embodiment of the present application, the point of interest is a store, and the description information is store information, and the information to be selected is information of the store to be selected. The user portrait data includes consumption information, and an implementation manner of determining the target information from the plurality of candidate information according to the user portrait data is to determine the target information from the plurality of candidate store information according to the consumption information.
具体地,根据所述消费信息查找多个待选商铺信息中满足消费条件的商铺信息,作为目标信息。Specifically, according to the consumption information, the information of the store that meets the consumption condition among the information of the plurality of stores to be selected is searched as the target information.
其中,满足消费条件的商铺信息可以根据用户的需求而设定,例如,可以是根据用户感兴趣的商品而设定,也可以是根据用户的消费水平而设定。Wherein, the shop information that satisfies the consumption conditions can be set according to the needs of the user, for example, it can be set according to the products that the user is interested in, or it can be set according to the user's consumption level.
作为一种实施方式,该商铺信息可以是商铺的商品价格水平,例如,将商品内的均价作为该商铺价格水平,而用户的消费信息包括用户的消费水平,将多个商铺信息中商铺价格水平与用户的消费水平匹配的商铺作为满足消费条件的商铺信息。As an implementation manner, the shop information may be the commodity price level of the shop. For example, the average price in the commodity is taken as the shop price level, and the user's consumption information includes the user's consumption level. Shops whose levels match the user's consumption level are used as shop information that meets the consumption conditions.
作为另一种实施方式,该商铺信息包括售卖商品信息;所述根据所述消费信息查找所述多个商铺信息中满足消费条件的商铺信息的具体实施方式为,根据所述消费信息确定所述用户在预设时间段内感兴趣的商品信息;在多个所述售卖商品信息中查找与所述感兴趣的商品信息匹配的售卖商品信息;将所匹配的售卖商品信息对应的商铺信息作为满足消费条件的商铺信息。As another implementation manner, the shop information includes information about sold commodities; the specific implementation manner of searching for the shop information that satisfies the consumption condition among the plurality of shop information according to the consumption information is to determine the shop information according to the consumption information The product information that the user is interested in within a preset time period; search for the product information that matches the product information of interest among the multiple product information for sale; take the store information corresponding to the matched product information as the satisfaction Shop information for consumption conditions.
其中,用户在预设时间段内感兴趣的商品信息可以是用户在预设时间段内购买过的商品也可以是用户在预设时间段内收藏过的商品,具体地,可以是获取用户在预设时间段内在线上和线下购买过的商品以及在线上收藏过的商品,从而能够确定用户在该预设时间段内的所有购买过的商品和收藏过的商品,即能够获取每个商品的购买次数和收藏次数,根据每个商品的购买次数和收藏次数确定每个商品的兴趣度,即根据所述消费信息确定所述用户在预设时间段内的多个感兴趣商品;确定每个所述感兴趣商品的兴趣度。其中,该兴趣度的确定方式可以是根据下式确定:Among them, the product information that the user is interested in during the preset time period can be the products that the user has purchased within the preset time period or the products that the user has collected during the preset time period. Specifically, it can be obtained by the user The products purchased online and offline within the preset time period and the products collected online, so as to determine all the purchased products and the favorite products of the user within the preset time period, that is, to obtain each The number of purchases and the number of collections of commodities, the degree of interest of each commodity is determined according to the number of purchases and collections of each commodity, that is, a plurality of commodities of interest of the user within a preset time period are determined according to the consumption information; The degree of interest of each of the commodities of interest. Wherein, the method of determining the degree of interest can be determined according to the following formula:
D=g*c1+s*c2;D=g*c1+s*c2;
其中,D标识兴趣度,g表示该商品的购买次数,s表示该商品的收藏次数,c1和c2为常数,即购买次数和收藏次数的权重,作为一种实施方式,c1大于c2,从而能够使得购买次数越多,兴趣度越高,收藏次数变多也会增加兴趣度,但是增加的幅度不及购买次数。Among them, D identifies the degree of interest, g represents the number of purchases of the product, s represents the number of collections of the product, and c1 and c2 are constants, that is, the weight of the number of purchases and the number of collections. As an implementation, c1 is greater than c2, so that The more the number of purchases, the higher the degree of interest, and the greater the number of collections will increase the degree of interest, but the increase is not as high as the number of purchases.
具体地,该商品的兴趣度可以是每个商品型号的兴趣度,例如,XX型号的手机的兴趣度,还可以是该商品类别的兴趣度,则若该商品的兴趣度为该商品类别的兴趣度,则可以根据商品信息确定同一类别下的多个商品的购买次数和收藏次数,统计得到该商品类别的兴趣度。Specifically, the interest degree of the product can be the interest degree of each product model, for example, the interest degree of the XX model mobile phone, or the interest degree of the product category, then if the interest degree of the product is that of the product category Interest degree, the number of purchases and collection times of multiple commodities in the same category can be determined according to the commodity information, and the interest degree of the commodity category can be obtained by statistics.
然后,在多个所述售卖商品信息中查找与所述感兴趣的商品信息匹配的售卖商品信息,具体地,可以是从商品信心内的多个商品对应的兴趣度确定兴趣度满足指定兴趣条件的商品作为参考商品,将所有的商铺中,售卖商品信息与参考商品匹配的售卖商品信息作为感兴趣的商品信息匹配的售卖商品信息,将所匹配的售卖商品信息对应的商铺信息作为满足消费条件的商铺信息。Then, searching for the selling commodity information that matches the interested commodity information among the plurality of selling commodity information, specifically, it may be determined from the interest degree corresponding to the multiple commodities in the commodity confidence that the interest degree satisfies the specified interest condition As a reference product, in all shops, the sales product information matching the reference product is regarded as the sales product information matching the product information of interest, and the store information corresponding to the matched sales product information is regarded as satisfying the consumption condition Store information.
然后,根据所述目标信息确定推送内容,具体地,将该目标信息所对应的兴趣点作为目标兴趣点,然后由该目标兴趣点获取目标推送内容。则具体的获取方式可以参考上述实施例,在此不再赘述。Then, the push content is determined according to the target information, specifically, the point of interest corresponding to the target information is used as the target point of interest, and then the target point of interest obtains the target push content. For the specific acquisition method, reference may be made to the foregoing embodiment, which will not be repeated here.
S804:将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。S804: Push the pushed content to the target application, and instruct the target application to display the pushed content.
另外,由于确定目标应用程序的时候,是根据用户画像数据确定的,同时,在确定推送内容的时候也根据用户画像数据确定的,则可以保证所确定的推送内容和目标应用程序可以是同一个类别。例如,目标应用程序的类型为美食类,所确定的目标信息也是美食类,即推送内容也是美食类,从而能够保证在美食类的应用程序内显示美食类的内容。In addition, since the target application is determined according to the user portrait data when determining the push content, it is also determined according to the user portrait data when determining the push content, it can be guaranteed that the determined push content and the target application can be the same category. For example, the type of the target application is gourmet, and the determined target information is also gourmet, that is, the pushed content is also gourmet, so that it can be ensured that gourmet content is displayed in the gourmet application.
例如,用户当前的位置,及电子设备的位置信息为**商城,用户画像数据包括兴趣偏好信息,具体地,该兴趣偏好信息为看电影,则所确定的目标应用程序为视频类应用程序,并且该视频类应用程序在电子设备的后台运行,该位置信息附近的兴趣点中有电影院,则该电影院对应的描述信息与兴趣偏好信息匹配,从而根据该电影院对应的描述信息确定的推送内容为“某某电影上影”,将该推送内容推送至视频类应用程序并显示。For example, the current location of the user and the location information of the electronic device are **Mall, and the user portrait data includes interest preference information. Specifically, if the interest preference information is watching movies, the determined target application is a video application. And the video application runs in the background of the electronic device, and there is a movie theater in the point of interest near the location information, then the description information corresponding to the movie theater matches the interest preference information, and the push content determined according to the description information corresponding to the movie theater is "Movie on movie", push the content to the video application and display it.
如图9所示,通过用户图像体系内的用户图像数据确定的目标应用程序,能够避免将误打开的应用程序作为目标应用程序用于接收和显示推送内容,并且,所确定的目标应用程序与用户更加相关。As shown in Figure 9, the target application determined by the user image data in the user image system can prevent the application that was opened by mistake as the target application for receiving and displaying the push content, and the determined target application and Users are more relevant.
请参阅图10,本申请实施例提供了一种信息推送方法,如图10所示,该方法应用于上述信息推送系统的服务器,具体地,该方法包括:S901至S904。Referring to FIG. 10, an embodiment of the present application provides an information push method. As shown in FIG. 10, the method is applied to the server of the foregoing information push system. Specifically, the method includes: S901 to S904.
S901:获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。S901: Acquire location information of the electronic device and user portrait data corresponding to the electronic device.
S902:根据所述用户画像数据确定目标应用程序。S902: Determine a target application program according to the user portrait data.
S903:根据所述位置信息、所述用户画像数据和外部因素数据确定推送内容。S903: Determine the push content according to the location information, the user portrait data, and external factor data.
具体地,确定所述位置信息的预设位置范围内的多个兴趣点;获取每个所述兴趣点对应的描述信息;根据所述用户画像数据和外部因素数据由多个所述描述信息中确定目标信息。Specifically, multiple points of interest within a preset location range of the location information are determined; description information corresponding to each point of interest is obtained; according to the user portrait data and external factor data, multiple points of interest are selected from the description information Determine the target information.
其中,确定所述位置信息的预设位置范围内的多个兴趣点,获取每个所述兴趣点对应的描述信息的具体实施方式可以参考上述实施例,在此不再赘述。Wherein, the specific implementation manner for determining multiple points of interest within the preset location range of the location information and obtaining the description information corresponding to each of the points of interest may refer to the above-mentioned embodiment, which will not be repeated here.
根据所述用户画像数据和外部因素数据由多个所述描述信息中确定目标信息的具体实施方式可以是,根据所述外部因素由多个所述描述信息中确定待选信息;根据所述用户画像数据由多个所述待选信息中确定目标信息;根据所述目标信息确定推送内容。The specific implementation manner of determining the target information from the plurality of description information according to the user portrait data and the external factor data may be to determine the information to be selected from the plurality of description information according to the external factor; For the portrait data, target information is determined from a plurality of pieces of information to be selected; and the push content is determined according to the target information.
其中,外部因素可以是位置信息和用户画像数据之外的数据,例如,可以是天气信息和所述预设位置范围内的路况信息中的至少一个,即是属于客观存在因素。Wherein, the external factor may be data other than location information and user portrait data, for example, it may be at least one of weather information and road condition information within the preset location range, that is, it is an objective factor.
若外部因素是天气信息,则可以根据天气信息由多个所述描述信息中确定待选信息。具体地,该描述信息包括该兴趣点的室内外状态和空调状态的至少一种,该室内外状态包括室内状态和室外状态,其中,室外状态标识该兴趣点是露天的,室内状态表示该兴趣点是室内的。而该空调状态包括无空调状态、空调开放状态和空调未开放状态。则天气信息包括温度信息和雨雪信息的至少一种,其中,雨雪信息包括降雨状态和降雪状态以及未降雨雪状态。If the external factor is weather information, the information to be selected may be determined from a plurality of description information according to the weather information. Specifically, the description information includes at least one of an indoor and outdoor state and an air-conditioning state of the point of interest. The indoor and outdoor state includes an indoor state and an outdoor state. The outdoor state indicates that the point of interest is open, and the indoor state indicates the interest. The point is indoor. The air-conditioning state includes no air-conditioning state, air-conditioning open state, and air-conditioning unopened state. The weather information includes at least one of temperature information and rain and snow information, where the rain and snow information includes a rain state, a snowfall state, and a non-precipitation state.
如果天气信息包括温度信息,描述信息包括该兴趣点的空调状态,则确定当前的气候温度是否大于第一阈值或小于第二阈值,若是,则由多个所述描述信息中确定空调开放状态的信息,作为待选信息。If the weather information includes temperature information and the description information includes the air conditioning status of the point of interest, it is determined whether the current climate temperature is greater than the first threshold or less than the second threshold. Information, as the information to be selected.
如果天气信息包括温度信息,描述信息包括该兴趣点的室内外状态,则确定当前的气候温度是否大于第一阈值或小于第二阈值,若是,则由多个所述描述信息中确定室内状态的信息作为待选信息。If the weather information includes temperature information, and the description information includes the indoor and outdoor status of the point of interest, it is determined whether the current climate temperature is greater than the first threshold or less than the second threshold. If so, the indoor status is determined from the multiple description information. Information as candidate information.
如果天气信息包括雨雪信息,描述信息包括该兴趣点的室内外状态,若雨雪信息为 降雨状态和降雪状态中的至少一个,则由多个所述描述信息中确定室内状态的信息作为待选信息。If the weather information includes rain and snow information, the description information includes the indoor and outdoor status of the point of interest. If the rain and snow information is at least one of the rain state and the snowfall state, the information for determining the indoor state among the multiple description information is used as the waiting information. Choose information.
如果天气信息包括温度信息和雨雪信息,且描述信息包括该兴趣点的室内外状态和空调状态。则获取温度信息,确定当前的气候温度是否大于第一阈值或小于第二阈值,若是,则由多个所述描述信息中确定空调开放状态的信息,作为第一信息,然后,如果第一信息为多个,则获取雨雪信息,若雨雪信息为降雨状态和降雪状态中的至少一个,则在多个第一信息中,查找室内状态的信息作为待选信息,若雨雪信息为未降雨雪状态,则可以将第一信息作为待选信息。另外,如果当前的气候温度位于第一阈值和第二阈值之间,则获取雨雪信息,若雨雪信息为降雨状态和降雪状态中的至少一个,则在多个所述描述信息中,查找室内状态的信息作为待选信息。If the weather information includes temperature information and rain and snow information, and the description information includes the indoor and outdoor status and air conditioning status of the point of interest. The temperature information is acquired, and it is determined whether the current climate temperature is greater than the first threshold or less than the second threshold. If so, the information determining the open state of the air conditioner from the multiple description information is used as the first information, and then, if the first information If there are more than one, the rain and snow information is acquired. If the rain and snow information is at least one of the rain state and the snow state, in the multiple first information, the indoor state information is searched as the candidate information, if the rain and snow information is not If it is rain or snow, the first information can be used as the information to be selected. In addition, if the current climate temperature is between the first threshold and the second threshold, the rain and snow information is acquired, and if the rain and snow information is at least one of the rainfall state and the snowfall state, search for The information of the indoor state is used as the information to be selected.
例如,如果当时用户是在步行街商圈,然后用户的兴趣是喜欢吃小吃,并且当时的天气准备下雨。那么就可以通过一些美食APP给用户推荐室内的小吃店,防止下雨淋湿。这样能够给用户推荐更加贴心的信息,让用户的满意度得到最大化。For example, if the user was in a pedestrian street business district at that time, then the user's interest was to eat snacks, and the weather was about to rain. Then you can recommend indoor snack bars to users through some gourmet apps to prevent it from raining and getting wet. This can recommend more intimate information to users and maximize user satisfaction.
另外,还可以根据路况信息由多个所述描述信息中确定待选信息,则路况信息为电子设备的位置信息的预设位置范围内的每条道路的路况信息。具体地,路况信息包括交通堵塞程度、修路状况等,于本申请实施例中,路况信息可以是交通堵塞程度。In addition, the to-be-selected information can also be determined from a plurality of the description information according to the road condition information, and the road condition information is the road condition information of each road within the preset position range of the position information of the electronic device. Specifically, the road condition information includes the degree of traffic congestion, road construction conditions, etc. In the embodiment of the present application, the road condition information may be the degree of traffic congestion.
所述兴趣点的描述信息包括该兴趣点的兴趣点位置信息。则确定电子设备的位置信息的预设位置范围内的拥堵线路,由多个所述描述信息中查找兴趣点位置信息位于拥堵线路之外的兴趣点,将该兴趣点对应的描述信息作为待选信息。The description information of the point of interest includes the point of interest location information of the point of interest. Then determine the congested line within the preset location range of the position information of the electronic device, find the point of interest whose position information of the point of interest is outside the congested line from the multiple description information, and use the description information corresponding to the point of interest as the candidate to be selected information.
然后,根据所述用户画像数据由多个所述待选信息中确定目标信息;根据所述目标信息确定推送内容的具体实施方式,可以参考前述实施例,在此不再赘述。Then, the target information is determined from the multiple pieces of to-be-selected information according to the user portrait data; the specific implementation manner for determining the push content according to the target information may refer to the foregoing embodiment, and will not be repeated here.
S904:将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。S904: Push the pushed content to the target application, and instruct the target application to display the pushed content.
请参阅图11,其示出了本申请实施例提供的一种信息推送装置1000的结构框图,该装置可以包括:获取单元1001、第一确定单元1002、第二确定单元1003和推送单元1004。Please refer to FIG. 11, which shows a structural block diagram of an information pushing device 1000 provided by an embodiment of the present application. The device may include: an obtaining unit 1001, a first determining unit 1002, a second determining unit 1003, and a pushing unit 1004.
获取单元1001,用于获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。The acquiring unit 1001 is configured to acquire location information of the electronic device and user portrait data corresponding to the electronic device.
第一确定单元1002,用于根据所述用户画像数据确定目标应用程序。The first determining unit 1002 is configured to determine a target application program according to the user portrait data.
第二确定单元1003,用于根据所述位置信息确定推送内容。The second determining unit 1003 is configured to determine the push content according to the location information.
推送单元1004,用于将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。The pushing unit 1004 is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
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.
请参阅图12,其示出了本申请实施例提供的一种信息推送装置1100的结构框图,该装置可以包括:获取单元1110、第一确定单元1120、第二确定单元1130和推送单元1140。Please refer to FIG. 12, which shows a structural block diagram of an information pushing device 1100 provided by an embodiment of the present application. The device may include: an acquiring unit 1110, a first determining unit 1120, a second determining unit 1130, and a pushing unit 1140.
获取单元1110,用于获取所述电子设备的位置信息和所述电子设备对应的用户画像数据。The obtaining unit 1110 is configured to obtain location information of the electronic device and user portrait data corresponding to the electronic device.
具体地,获取单元1110还用于获取安装于所述电子设备内的位置上报组件发送的所述电子设备的位置信息。Specifically, the acquiring unit 1110 is further configured to acquire the location information of the electronic device sent by the location reporting component installed in the electronic device.
第一确定单元1120,用于根据所述用户画像数据确定目标应用程序。The first determining unit 1120 is configured to determine a target application program according to the user portrait data.
具体地,第一确定单元1120还用于根据所述用户画像数据由所述电子设备安装的多个应用程序中确定所述目标应用程序。Specifically, the first determining unit 1120 is further configured to determine the target application from a plurality of applications installed by the electronic device according to the user portrait data.
进一步地,第一确定单元1120包括运行确定子单元1121和程序确定子单元1122。Further, the first determining unit 1120 includes an operation determining sub-unit 1121 and a program determining sub-unit 1122.
运行确定子单元1121,用于由所述电子设备安装的多个应用程序中,确定处于运行状态的应用程序。其中,所述运行状态为后台运行状态。The operation determining subunit 1121 is configured to determine an application program in a running state among a plurality of application programs installed by the electronic device. Wherein, the operating state is a background operating state.
程序确定子单元1122,用于根据所述用户画像数据由处于运行状态的应用程序中确定目标应用程序。The program determining subunit 1122 is used to determine the target application from the running application according to the user portrait data.
进一步地,所述用户画像数据包括兴趣偏好信息,程序确定子单元1122还用于将处于后台运行状态的应用程序,作为备选应用程序;获取所述备选应用程序中每个应用程序的应用类型;根据所述兴趣偏好信息和每个所述应用程序的应用类型确定目标应用程序。Further, the user portrait data includes interest preference information, and the program determining subunit 1122 is further configured to use an application in a background running state as a candidate application; and obtain the application of each application in the candidate application. Type: The target application is determined according to the interest preference information and the application type of each application.
进一步地,程序确定子单元1122还用于由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序,作为目标应用程序。Further, the program determining subunit 1122 is further configured to search for an application program matching the interest preference information from the application type of each application program, as a target application program.
进一步地,程序确定子单元1122还用于若由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序为多个,将所查找到的与所述兴趣偏好信息匹配的多个应用程序作为待选应用程序;获取所述待选应用程序中,每个应用程序的运行参数;根据所述运行参数由所述待选应用程序中确定目标应用程序。Further, the program determining subunit 1122 is further configured to, if there are multiple applications that match the interest preference information in the application type of each application, match the found to the interest preference information A plurality of application programs as candidate applications; obtain the operating parameters of each application in the candidate applications; and determine the target application from the candidate applications according to the operating parameters.
第二确定单元1130,用于根据所述位置信息确定推送内容。The second determining unit 1130 is configured to determine the push content according to the location information.
进一步地,第二确定单元1130还用于确定所述位置信息所在的预设位置范围内的多个兴趣点;根据每个所述兴趣点对应的描述信息确定推送内容。Further, the second determining unit 1130 is further configured to determine multiple points of interest within a preset location range where the location information is located; and determine the push content according to the description information corresponding to each point of interest.
进一步地,第二确定单元1130还用于根据所述位置信息和所述用户画像数据确定推送内容。Further, the second determining unit 1130 is further configured to determine the push content according to the location information and the user portrait data.
进一步地,第二确定单元1130还用于确定所述位置信息所在的预设位置范围内的多个兴趣点;获取每个所述兴趣点对应的描述信息,作为待选信息;根据所述用户画像数据由多个所述待选信息中确定目标信息;根据所述目标信息确定推送内容。Further, the second determining unit 1130 is further configured to determine multiple points of interest within the preset location range where the position information is located; obtain the description information corresponding to each point of interest as the information to be selected; For the portrait data, target information is determined from a plurality of pieces of information to be selected; and the push content is determined according to the target information.
进一步地,第二确定单元1130还用于根据所述位置信息、所述用户画像数据和外部因素数据确定推送内容。Further, the second determining unit 1130 is further configured to determine the push content according to the location information, the user portrait data, and external factor data.
进一步地,第二确定单元1130还用于确定所述位置信息的预设位置范围内的多个兴趣点;获取每个所述兴趣点对应的描述信息;根据所述用户画像数据和外部因素数据由多个所述描述信息中确定目标信息。Further, the second determining unit 1130 is further configured to determine multiple points of interest within the preset location range of the location information; obtain the description information corresponding to each of the points of interest; according to the user portrait data and external factor data The target information is determined from a plurality of the description information.
进一步地,第二确定单元1130还用于根据所述外部因素由多个所述描述信息中确定待选信息;根据所述用户画像数据由多个所述待选信息中确定目标信息;根据所述目标信息确定推送内容。Further, the second determining unit 1130 is further configured to determine the information to be selected from the plurality of description information according to the external factors; to determine the target information from the plurality of information to be selected according to the user portrait data; The target information determines the push content.
其中,所述外部因素包括天气信息和所述预设位置范围内的路况信息中的至少一个Wherein, the external factors include at least one of weather information and road condition information within the preset location range
进一步地,第二确定单元1130还用于获取每个所述待选信息的信息类型;由多个所述待选信息中查找所述信息类型与所述兴趣偏好信息匹配的待选信息,作为所述目标信息。Further, the second determining unit 1130 is further configured to obtain the information type of each of the to-be-selected information; searching for the candidate information whose information type matches the interest preference information from a plurality of the to-be-selected information, as The target information.
其中,所述兴趣点为商铺,所述描述信息为商铺信息。Wherein, the point of interest is a shop, and the description information is shop information.
推送单元1140,用于将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。The pushing unit 1140 is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
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, each functional module in each embodiment 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 function modules.
请参考图13,其示出了本申请实施例提供的一种电子设备的结构框图。该服务器200可以是智能手机、平板电脑、电子书等能够运行应用程序的电子设备。本申请中的服务器200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. 13, which shows a structural block diagram of an electronic device provided by an embodiment of the present application. The server 200 may be an electronic device capable of running application programs, such as a smart phone, a tablet computer, or an e-book. The server 200 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服务器200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,执行服务器200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 server 200, and executes the server by running or executing instructions, programs, code sets, or instruction sets stored in the memory 120, and calling data stored in the memory 120. 200's various functions and processing data. 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服务器200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 server 200 during use.
请参考图14,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1300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. 14, which shows a structural block diagram of a computer-readable storage medium provided by an embodiment of the present application. The computer-readable medium 1300 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1300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1300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1300具有执行上述方法中的任何方法步骤的程序代码1310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1310可以例如以适当形式进行压缩。The computer-readable storage medium 1300 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 1300 includes a non-transitory computer-readable storage medium. The computer-readable storage medium 1300 has storage space for the program code 1310 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 1310 may be compressed in an appropriate form, for example.
综上所述,本申请提供的信息推送方法、装置、服务器及计算机可读介质,获取电子设备的位置信息以及电子设备所对应的用户画像数据;然后,根据所述用户画像数据确定目标应用程序,根据所述位置信息确定推送内容;将所述推送内容推送至所述目标应用程序,目标应用程序将该推送内容显示。由于,所确定的用于接收和显示推送内容的目标应用程序是根据用户画像数据确定,因此,该应用程序的确定能够与用户贴合,更符合用户需求,避免给用户带来不必要的骚扰,能够提升用户体验度。In summary, the information push method, device, server, and computer readable medium provided in this application obtain the location information of the electronic device and the user portrait data corresponding to the electronic device; then, determine the target application program according to the user portrait data , Determine the push content according to the location information; push the push content to the target application, and the target application displays the pushed content. Since the determined target application for receiving and displaying the pushed content is determined based on the user portrait data, the determination of the application can be more in line with the user, more in line with user needs, and avoid unnecessary harassment to the user , Can improve user experience.
另外,对用户位置的跟踪更加实时,对用户的定位更加精确,对用户周边的场景塑造更加全面;结合了用户对APP的画像体系,更能准确定位用户的兴趣偏好;让消息的定投更加精准,减少了资源的浪费,提高了用户的转化率。In addition, the tracking of the user's location is more real-time, the positioning of the user is more accurate, and the scene around the user is more comprehensive; combined with the user's app portrait system, it can more accurately locate the user's interest and preference; make the message's scheduled investment more accurate , Which reduces the waste of resources and improves the conversion rate of users.
手机厂商能够获取系统级别的埋点数据,然后能够做到实时定位用户的位置,能够很快解析出精准的用户的位置,位置偏移不超过20米。同时拥有更多的POI信息,所 以很快能构建出用户所处位置的周边情况。Mobile phone manufacturers can obtain system-level buried point data, and then can locate the user's location in real time, and can quickly analyze the accurate user's location, with a position offset of no more than 20 meters. At the same time, we have more POI information, so we can quickly construct the surrounding situation of the user's location.
并且,不单单从用户当时使用哪个APP,或者是打开过哪些APP,去简单粗暴地定义用户的偏好。而是从历史上用户对APP的各种行为,系统化地构建全局的用户画像体系,能够更加精准更加实时地定位用户此时此刻真正的兴趣点。And, not only from which APP the user used at the time, or which APP has been opened, to simply and crudely define the user's preferences. Instead, it systematically builds a global user portrait system based on the various behaviors of users on the APP in history, which can more accurately and real-time locate the real points of interest of users at this moment.
相比现有的大多数信息定向投放,要么是单纯从用户的位置单一维度去考虑,要么是从用户的兴趣偏好单一维度去考虑,对用户目前所处场景和用户的画像无法做到一个整体。此方案将两种维度相结合,让推送给用户的信息更加贴近用户的真实兴趣。Compared with most of the existing information targeted delivery, it is either purely from a single dimension of the user’s location, or from a single dimension of the user’s interest and preferences. It is impossible to achieve a whole picture of the user’s current scene and the user’s portrait. . This solution combines the two dimensions to make the information pushed to the user closer to the user's real interest.
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,应用于信息推送系统的服务器,所述系统还包括电子设备,所述方法包括:An information push method, characterized in that it is applied to a server of an information push system, the system further includes an electronic device, and the method includes:
    获取所述电子设备的位置信息和所述电子设备对应的用户画像数据;Acquiring location information of the electronic device and user portrait data corresponding to the electronic device;
    根据所述用户画像数据确定目标应用程序;Determining a target application program according to the user portrait data;
    根据所述位置信息确定推送内容;Determining the push content according to the location information;
    将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。Push the pushed content to the target application, and instruct the target application to display the pushed content.
  2. 根据权利要求1所述的方法,其特征在于,所述根据所述用户画像数据确定目标应用程序,包括:The method according to claim 1, wherein the determining a target application program according to the user portrait data comprises:
    根据所述用户画像数据由所述电子设备安装的多个应用程序中确定所述目标应用程序。The target application is determined from a plurality of applications installed by the electronic device according to the user portrait data.
  3. 根据权利要求2所述的方法,其特征在于,所述根据所述用户画像数据由所述电子设备安装的多个应用程序中确定所述目标应用程序,包括:The method according to claim 2, wherein the determining the target application from a plurality of applications installed by the electronic device according to the user portrait data comprises:
    由所述电子设备安装的多个应用程序中,确定处于运行状态的应用程序;Among the multiple application programs installed by the electronic device, determine the application program that is in a running state;
    根据所述用户画像数据由处于运行状态的应用程序中确定目标应用程序。According to the user portrait data, the target application is determined from the application in the running state.
  4. 根据权利要求3所述的方法,其特征在于,所述运行状态为后台运行状态。The method according to claim 3, wherein the operating state is a background operating state.
  5. 根据权利要求4所述的方法,其特征在于,所述用户画像数据包括兴趣偏好信息,所述根据所述用户画像数据由处于运行状态的应用程序中确定目标应用程序,包括:The method according to claim 4, wherein the user portrait data includes interest preference information, and the determining the target application from the running applications according to the user portrait data comprises:
    将处于后台运行状态的应用程序,作为备选应用程序;Use applications running in the background as alternative applications;
    获取所述备选应用程序中每个应用程序的应用类型;Acquiring the application type of each application in the candidate applications;
    根据所述兴趣偏好信息和每个所述应用程序的应用类型确定目标应用程序。The target application is determined according to the interest preference information and the application type of each application.
  6. 根据权利要求5所述的方法,其特征在于,根据所述兴趣偏好信息和每个所述应用程序的应用类型确定目标应用程序,包括:The method according to claim 5, wherein determining the target application according to the interest preference information and the application type of each of the applications comprises:
    由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序,作为目标应用程序。From the application type of each application, an application matching the interest preference information is searched for as a target application.
  7. 根据权利要求6所述的方法,其特征在于,还包括:The method according to claim 6, further comprising:
    若由每个所述应用程序的应用类型中查找与所述兴趣偏好信息匹配的应用程序为多个,将所查找到的与所述兴趣偏好信息匹配的多个应用程序作为待选应用程序;If there are multiple applications found matching the interest preference information from the application type of each application, the multiple applications found matching the interest preference information are used as candidate applications;
    获取所述待选应用程序中,每个应用程序的运行参数;Acquiring the operating parameters of each application in the candidate application;
    根据所述运行参数由所述待选应用程序中确定目标应用程序。The target application is determined from the to-be-selected applications according to the operating parameters.
  8. 根据权利要求1-7任一所述的方法,其特征在于,所述根据所述位置信息确定推送内容,包括:The method according to any one of claims 1-7, wherein the determining push content according to the location information comprises:
    确定所述位置信息所在的预设位置范围内的多个兴趣点;Determining multiple points of interest within a preset location range where the location information is located;
    根据每个所述兴趣点对应的描述信息确定推送内容。The push content is determined according to the description information corresponding to each point of interest.
  9. 根据权利要求1-7任一所述的方法,其特征在于,所述根据所述位置信息确定推送内容,包括:The method according to any one of claims 1-7, wherein the determining push content according to the location information comprises:
    根据所述位置信息和所述用户画像数据确定推送内容。The push content is determined according to the location information and the user portrait data.
  10. 根据权利要求9所述的方法,其特征在于,所述根据所述位置信息和所述用户画像数据确定推送内容,包括:The method according to claim 9, wherein the determining the push content according to the location information and the user portrait data comprises:
    确定所述位置信息所在的预设位置范围内的多个兴趣点;Determining multiple points of interest within a preset location range where the location information is located;
    获取每个所述兴趣点对应的描述信息,作为待选信息;Acquiring the description information corresponding to each of the points of interest as the information to be selected;
    根据所述用户画像数据由多个所述待选信息中确定目标信息;Determining target information from a plurality of pieces of to-be-selected information according to the user portrait data;
    根据所述目标信息确定推送内容。Determine the push content according to the target information.
  11. 根据权利要求1-7任一所述的方法,其特征在于,所述根据所述位置信息确定推送内容,包括:The method according to any one of claims 1-7, wherein the determining push content according to the location information comprises:
    根据所述位置信息、所述用户画像数据和外部因素数据确定推送内容。The push content is determined according to the location information, the user portrait data, and external factor data.
  12. 根据权利要求11所述的方法,其特征在于,所述根据所述位置信息、所述用户画像数据和外部因素数据确定推送内容,包括:The method according to claim 11, wherein the determining the push content according to the location information, the user portrait data, and external factor data comprises:
    确定所述位置信息的预设位置范围内的多个兴趣点;Determining multiple points of interest within a preset location range of the location information;
    获取每个所述兴趣点对应的描述信息;Acquiring description information corresponding to each of the points of interest;
    根据所述用户画像数据和外部因素数据由多个所述描述信息中确定目标信息。According to the user portrait data and external factor data, target information is determined from a plurality of the description information.
  13. 根据权利要求12所述的方法,其特征在于,所述根据所述用户画像数据和外部因素数据由多个所述描述信息中确定目标信息,包括:The method according to claim 12, wherein said determining target information from a plurality of said description information according to said user portrait data and external factor data comprises:
    根据所述外部因素由多个所述描述信息中确定待选信息;Determine the information to be selected from the plurality of description information according to the external factors;
    根据所述用户画像数据由多个所述待选信息中确定目标信息;Determining target information from a plurality of pieces of to-be-selected information according to the user portrait data;
    根据所述目标信息确定推送内容。Determine the push content according to the target information.
  14. 根据权利要求13所述的方法,其特征在于,所述外部因素包括天气信息和所述预设位置范围内的路况信息中的至少一个。The method according to claim 13, wherein the external factor includes at least one of weather information and road condition information within the preset location range.
  15. 根据权利要求10或13所述的方法,其特征在于,所述用户画像数据包括兴趣偏好信息,所述根据所述用户画像数据由多个所述待选信息中确定目标信息,包括:The method according to claim 10 or 13, wherein the user portrait data includes interest preference information, and the determination of target information from a plurality of pieces of information to be selected according to the user portrait data includes:
    获取每个所述待选信息的信息类型;Acquiring the information type of each of the to-be-selected information;
    由多个所述待选信息中查找所述信息类型与所述兴趣偏好信息匹配的待选信息,作为所述目标信息。Searching for candidate information matching the information type with the interest preference information from a plurality of the candidate information is used as the target information.
  16. 根据权利要求8、10或12所述的方法,其特征在于,所述兴趣点为商铺,所述描述信息为商铺信息。The method according to claim 8, 10 or 12, wherein the point of interest is a shop, and the description information is shop information.
  17. 根据权利要求1-16任一所述的方法,其特征在于,所述获取所述电子设备的位置信息,包括:The method according to any one of claims 1-16, wherein the acquiring location information of the electronic device comprises:
    获取安装于所述电子设备内的位置上报组件发送的所述电子设备的位置信息。Obtain the location information of the electronic device sent by the location reporting component installed in the electronic device.
  18. 一种信息推送装置,其特征在于,应用于信息推送系统的服务器,所述系统还包括电子设备,所述装置包括:An information push device, characterized in that it is applied to a server of an information push system, the system further includes electronic equipment, and the device includes:
    获取单元,用于获取所述电子设备的位置信息和所述电子设备对应的用户画像数据;An acquiring unit, configured to acquire location information of the electronic device and user portrait data corresponding to the electronic device;
    第一确定单元,用于根据所述用户画像数据确定目标应用程序;The first determining unit is configured to determine a target application program according to the user portrait data;
    第二确定单元,用于根据所述位置信息确定推送内容;The second determining unit is configured to determine the push content according to the location information;
    推送单元,用于将所述推送内容推送至所述目标应用程序,指示所述目标应用程序显示所述推送内容。The pushing unit is configured to push the pushed content to the target application, and instruct the target application to display the pushed content.
  19. 一种服务器,其特征在于,应用于信息推送系统,所述系统还包括电子设备,所述服务器包括:A server, characterized in that it is applied to an information push system, the system further includes electronic equipment, and the server includes:
    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. 一种计算机可读介质,其特征在于,所述计算机可读介质存储有处理器可执行的程序代码,所述程序代码被所述处理器执行时使所述处理器执行权利要求1-17任一项所述方法。A computer-readable medium, wherein the computer-readable medium stores a program code executable by a processor, and when the program code is executed by the processor, the processor executes any of claims 1-17. One of the methods described.
PCT/CN2019/118869 2019-11-15 2019-11-15 Information pushing method and apparatus, server and computer-readable medium WO2021092922A1 (en)

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