CN113420225A - Application recommendation method and device, electronic equipment and storage medium - Google Patents
Application recommendation method and device, electronic equipment and storage medium Download PDFInfo
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Abstract
The application relates to an application recommendation method and device, electronic equipment and a storage medium. The method comprises the following steps: in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event; searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the download statistical information of more than two applications when the applications with the same first attribute are more than two; acquiring hardware configuration information and/or operating system information of electronic equipment; and determining the application of which the download statistical information of the more than two applications is matched with the hardware configuration information and/or the information of the operating system, and identifying the matched application as the recommended downloaded application. The application downloading method and the application downloading device provide better application downloading experience for the user, and even if the user does not know the installation configuration requirement of the application, the installation of the application which is adaptive to the configuration of the electronic equipment can be realized.
Description
Technical Field
The embodiment of the application relates to an application downloading technology, and in particular relates to an application recommendation method and device, electronic equipment and a storage medium.
Background
At present, because the operating systems installed on the electronic devices are different and have different hardware configurations, the installed apps provided for the electronic devices with different configurations are different, for example, in the application market of an android platform, a user searches for a QQ to see the situations of multiple versions such as a QQ mobile phone version, a QQ HD, a QQ light chat version, and the user may not know which version is most suitable for the user's own device when entering an application store for downloading.
In addition to the mobile platforms of Google and Apple, Windows and Linux platforms provide application store functions in recent years, especially Linux such as a domestic Unified Operating System (UOS) and the like, and in order to extend application programs that can be used by users, Android applications are often compatible through a virtual machine or a container technology, so that when an application store on the system performs application search, for example, WPS search, WPS Android and WPS Linux coexist. For applications of different versions, it is difficult for a user to determine which version of the application the electronic device of the user is suitable for without trial or online search, which causes inconvenience to the user.
Disclosure of Invention
In view of the above, embodiments of the present application provide an application recommendation method and apparatus, an electronic device, and a storage medium, so as to at least solve the above technical problems in the prior art.
According to a first aspect of embodiments of the present application, there is provided an application recommendation method, including:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the download statistical information of more than two applications when the applications with the same first attribute are more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
and determining the application of which the download statistical information of the more than two applications is matched with the hardware configuration information and/or the information of the operating system, and identifying the matched application as the recommended downloaded application.
In one embodiment, the method further comprises: when the number of the applications with the same first attribute is more than two, acquiring the installation environment requirements of the more than two applications;
in the case that the application adaptive to the hardware configuration information and/or the information of the operating system is not determined based on the downloading statistical information, searching whether the information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement;
and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
In one embodiment, when the number of the applications with the same first attribute is more than two, comment information of the more than two applications is also acquired;
analyzing the comment information if an application that is adapted to the hardware configuration information and/or information of the operating system is not determined based on the download statistics;
and determining an application adapting the hardware configuration information and/or the operating system based on the comment information analysis result, and taking the adapted application as a recommended downloaded application.
In one embodiment, the application is used as the application recommended to be downloaded, and the method comprises the following steps:
generating guidance information containing installation related information of the recommended application;
and receiving a selection instruction aiming at the guidance information, and outputting an application installation interface so as to download a corresponding application when an input installation request is received.
According to a second aspect of the embodiments of the present application, there is provided an application recommendation method, including:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the installation environment requirements of more than two applications when the number of the applications with the same first attribute is more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
searching whether information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement;
and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
According to a third aspect of the embodiments of the present application, there is provided an application download recommendation method, including:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring comment information of more than two applications when the number of the applications with the same first attribute is more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
analyzing the comment information to determine an application adapted to the hardware configuration information and/or operating system, and taking the adapted application as a recommended downloaded application.
According to a fourth aspect of the embodiments of the present application, there is provided an application download recommendation apparatus, including:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring the download statistical information of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for determining the application of which the download statistical information of the more than two applications is adaptive to the hardware configuration information and/or the information of the operating system, and identifying the adaptive application determined by the determining unit as the recommended downloaded application.
In one embodiment, the second obtaining unit is further configured to: when the number of the applications with the same first attribute is more than two, acquiring the installation environment requirements of the more than two applications;
the determining unit is further configured to: in the case that the application adaptive to the hardware configuration information and/or the information of the operating system is not determined based on the downloading statistical information, searching whether the information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement; and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
In one embodiment, the second obtaining unit is further configured to: when the number of the applications with the same first attribute is more than two, comment information of the more than two applications is also acquired;
the determining unit is further configured to: analyzing the comment information if an application that is adapted to the hardware configuration information and/or information of an operating system is not determined based on the statistical information; and determining an application adapting the hardware configuration information and/or the operating system based on the comment information analysis result, and taking the adapted application as a recommended downloaded application.
In one embodiment, the determining unit is further configured to: generating guidance information containing installation related information of the recommended application; and receiving a selection instruction aiming at the guidance information, and outputting an application installation interface so as to download a corresponding application when an input installation request is received.
According to a fifth aspect of embodiments of the present application, there is provided an application recommendation apparatus including:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring the installation environment requirements of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for searching whether information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement, and taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application under the condition that the information adaptive to the hardware configuration information and/or the information of the operating system exists.
According to a sixth aspect of an embodiment of the present application, there is provided an application download recommendation apparatus including:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring comment information of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for analyzing the comment information to determine an application which is adaptive to the hardware configuration information and/or the operating system, and taking the adaptive application as the recommended downloaded application.
According to a seventh aspect of the embodiments of the present application, there is provided an electronic device, including a processor, a memory, and an executable program stored on the memory and capable of being executed by the processor, wherein the processor executes the steps of the application recommendation method when executing the executable program.
According to an eighth aspect of embodiments of the present application, there is provided a storage medium on which an executable program is stored, the executable program, when executed by a processor, implementing the steps of the application recommendation method.
In the embodiment of the application, after the first event is detected, the relevant application to be downloaded by the user is determined, and when the relevant application is multiple, one application suitable for installation of the electronic device is determined in the multiple applications according to the relevant configuration of the electronic device, so that when the installation environment of the application to be downloaded by the user is not particularly clear, the application suitable for the corresponding version installed by the electronic device can be recommended to the user. According to the embodiment of the application, the App suitable for the electronic equipment of the user can be determined through the downloading evaluation and the like of the related application according to the function configuration information of the electronic equipment of the user, such as the CPU type, the display screen type and the like, so that better application downloading experience is provided for the user, and the application suitable for the configuration of the electronic equipment can be installed even if the user does not know the installation configuration requirement of the application.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below. It is obvious that the drawings in the following description are some embodiments of the invention, and that for a person skilled in the art, other drawings can be derived from them without inventive effort.
Fig. 1 is a schematic flowchart of an application download recommendation method according to an embodiment of the present application;
fig. 2 is a schematic structural diagram of an application download recommendation device according to an embodiment of the present application;
FIG. 3 is a schematic diagram illustrating a structure of an application download recommendation device according to an embodiment of the present application;
FIG. 4 is a schematic diagram illustrating a structure of an application download recommendation device according to an embodiment of the present application;
fig. 5 is a block diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The essence of the technical solution of the embodiments of the present application is explained in detail below with reference to the accompanying drawings.
Fig. 1 is a flowchart illustrating an application download recommendation method according to an embodiment of the present application, and as shown in fig. 1, the application recommendation method according to the embodiment of the present application includes the following processing steps:
In the embodiment of the present application, the first event includes an event of performing application search or search in an application store, an event of performing a click operation on a certain application icon in the application store, and the like. In the embodiment of the present application, the first event is not limited to application search and application icon click in an application store, and may also include events such as application search and application icon click in a Web page.
Although not explicitly described, the first event may also include an operation in which the user triggers an application operation, a search, a click through a voice operation, a gesture operation, or the like, for example, the user expresses "download WeChat" or the like in a voice manner.
And acquiring the application corresponding to the operation object of the first event after the first event is determined to occur. The method comprises the steps of acquiring relevant applications clicked or searched by a user, determining whether the applications have multiple downloaded versions or not based on the acquired applications, and determining the application version suitable for the configuration of the electronic equipment of the user according to the configuration information of the electronic equipment of the user, relevant installation requirements of the applications and other information when determining that the corresponding applications have multiple versions, so that the user can install the applications conveniently.
102, searching all applications with the same first attribute based on the first attribute of the applications, and acquiring download statistical information of more than two applications when the number of the applications with the same first attribute is more than two; and acquiring hardware configuration information and/or operating system information of the electronic equipment.
In this embodiment of the application, the first attribute includes information such as a name, a graphic identifier, and a keyword of the application, such as a QQ, a WeChat, and a penguin identifier, which may be the first attribute information. For example, when a user wishes to download a QQ, the QQ is input in a search bar of an application store, and if a search result includes installation packages of multiple Android versions such as QQ Android, QQ HD, and QQ chat versions, it is difficult for a general user to determine which version of the QQ is suitable for the application.
In the embodiment of the application, based on applications of different versions, electronic equipment configured in the same kind can be retrieved to select which version of application to install, and according to the downloading situation of each equipment type counted by an application store background to the application with the related name, for example, the user equipment counts and finds the equipment types of a similar screen and a similar processor by detecting as a mobile phone, a vertical 6-inch touch screen and a high-pass 855 processor, and mostly selects to download the QQ HD in three versions of the QQ, and the QQ HD is prepositioned in a search result of the user or the user is directly guided to the position of a download button of the QQ HD.
In the embodiment of the application, after the installation environment requirement information of the application is acquired, which installation environment requirement of the application is adapted to the hardware configuration information of the electronic device and/or the information of the operating system is determined, so that the adapted application is taken as a recommended application, and the application is recommended to the user to be downloaded by the user respectively.
As an implementation manner, when the number of the applications with the same first attribute is more than two, the installation environment requirements of the more than two applications are also obtained; correspondingly, when the application adaptive to the hardware configuration information and/or the information of the operating system is not determined based on the statistical information, whether the information adaptive to the hardware configuration information and/or the information of the operating system exists is searched in the installation environment requirement, and if the information adaptive to the hardware configuration information and/or the information of the operating system exists, the application corresponding to the installation environment requirement with the adaptive information exists is used as the recommended downloading application. When the statistical information of the plurality of applications does not have the information adaptive to the hardware configuration information and/or the information of the operating system, the application adaptive to the electronic device can be determined according to the installation environment requirements of the application, that is, the current configuration information of the electronic device is determined to be more suitable for which application according to the installation environment requirements of the application, so that the adaptive application is determined for the electronic device.
Or, as an implementation manner, when the number of the applications having the same first attribute is more than two, obtaining comment information of the more than two applications; when the application which is matched with the hardware configuration information and/or the information of the operating system is not determined based on the installation environment requirement, analyzing the comment information, determining the application which is matched with the hardware configuration information and/or the operating system based on the analysis result, and taking the matched application as the recommended downloaded application. In the embodiment of the application, when the application suitable for downloading cannot be determined for the user in the plurality of applications according to the installation environment requirement and the statistical information, comment information of the application is further acquired, whether the comment information is matched with hardware configuration information of the electronic equipment of the user and/or information of an operating system is determined according to keywords and the like in the comment information, and the application suitable for downloading is determined for the electronic equipment.
In one embodiment, the review information is analyzed, such as review information that may be obtained by a search engine, such as review information that may be applied in an application store.
The comment information can be analyzed based on the existing comment analysis systems, such as an Baidu AI customer comment analysis platform, a Chinese academy NLPIR system, a Baidu Senta sentiment analysis tool and the like.
In the embodiment of the present application, taking an application as an application recommended to be downloaded includes: generating guidance information containing installation related information of recommended applications, receiving a selection instruction aiming at the guidance information, and outputting an application installation interface so as to download corresponding applications when an input installation request is received.
When a user searches applications in an application store, after determining the recommended applications of the electronic equipment for the user based on the application recommendation algorithm of the embodiment of the application, information such as recommendation information of related applications or installation configuration requirements of the applications is displayed to the user together with search results, and the information is used as download guide information for the user to better download and install the recommended applications.
As an example, the user is guided to download the recommended application, the user may be directly guided to download and install in the application search result display frame, or the user may jump to an installation interface of the corresponding application after clicking the search result. And for the condition that the user clicks the application icon instead of inputting the application name in the input box for application installation or search, determining the recommended application for the user in the application store background in response to the user click, and outputting guide information suitable for the user to install the recommended application.
The embodiment of the application also discloses an application recommendation method, which comprises the following steps: when a first event is detected, acquiring an application corresponding to an operation object of the first event; searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the installation environment requirements of more than two applications when the number of the applications with the same first attribute is more than two; acquiring hardware configuration information and/or operating system information of the electronic equipment; and searching whether information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement, and if the information adaptive to the hardware configuration information and/or the information of the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application. The application recommendation method of the example determines whether to adapt to the hardware configuration information and/or the operating system adaptation information of the electronic device directly based on the installation environment requirement of the application, so as to determine the corresponding recommended application for the electronic device.
The embodiment of the application also discloses an application recommendation method, which comprises the following steps: when a first event is detected, acquiring an application corresponding to an operation object of the first event; searching all applications with the same first attribute based on the first attribute of the applications, and acquiring comment information of more than two applications when the number of the applications with the same first attribute is more than two; acquiring hardware configuration information and/or operating system information of the electronic equipment; analyzing the comment information to determine an application adapted to the hardware configuration information and/or operating system, and taking the adapted application as a recommended downloaded application. According to the application recommendation method, whether the application recommendation method is matched with the hardware configuration information and/or the operating system matching information of the electronic equipment is determined directly based on the analysis result of the comment information of the application, and accordingly the corresponding recommended application is determined for the electronic equipment.
The essence of the technical solution of the embodiments of the present application is further clarified below by specific examples.
In the embodiment of the application, when it is detected that a user searches for an application based on an application store or clicks an icon of an application, it is determined that a first event is detected. Acquiring an application name input by a user in a first event, for example, inputting an application name in an application search box of an application store, or clicking an application icon by the user, and determining that the first event occurs when a default user needs to install a corresponding application.
For example, the user's input at the app store is obtained, e.g., the user has entered WPS, QQ, etc. in a search box, or the user has clicked on an icon of QQ.
At the moment, searching is carried out in an application store based on the application name input by the user or the clicked application name, all version information of the application is determined, and when the fact that the number of the versions of the application to be downloaded by the user is more than two is determined, the specific type and the related configuration information of the electronic equipment of the user are obtained.
For example, it is distinguished whether the electronic device of the user is a mobile phone or a tablet, whether the CPU is X86 or ARM, whether the screen is a vertical screen or a horizontal screen, whether it is a non-touch screen or a touch screen, and the like.
As an example, the app store obtains device configuration information of the user, such as a 6 "vertical touchable OLED screen, which detects that the user's device is a cell phone, and a processor of the ARM v8 instruction set.
Based on the configuration related information of the electronic equipment of the user and the installation related requirements of the application, which version of App is more suitable for the installation of the electronic equipment of the user is determined, so that the application suitable for the configuration of the electronic equipment is recommended for the user, and the user can conveniently download and install the App directly based on the recommended application.
In the embodiment of the application, which version in the same-name application is more suitable for the current electronic equipment of the user is judged based on the relevant configuration information of the electronic equipment of the user.
For example, when a user inputs QQ, the result searched in the application store includes installation packages of multiple Android versions such as QQ Android, QQ HD, and QQ chat, and based on the installation request of the QQ application and the configuration information of the electronic device, if the QQ HD version is found to be the most suitable for the current electronic device of the user, the user is recommended to install the QQ HD, which is the QQ application of the version.
For example, the user inputs the WPS, the installation packages of the WPS Android and the WPS Linux exist in an application store, and if the WPS Linux version is found to be most suitable for the current equipment of the user, the user is recommended to install the version.
The method for determining the recommended application for the user based on the relevant information of the application and the relevant information of the configuration of the electronic equipment specifically comprises at least one of the following methods:
(1) and searching the devices with the same configuration, selecting which application version is installed, and downloading the related name application according to the types of the devices counted by the background of the application store.
For example, if the user device is detected to be a mobile phone, a vertical 6-inch touch screen, and a high-pass 855 processor, the device types of the similar screen and the similar processor are statistically found, and the downloading of the QQ HD is mostly selected in the three versions of the QQ, the QQ HD is prepended or the user is directly guided to the downloading button position of the QQ HD in the search result of the user. The method for determining the recommended application based on the statistical information is suitable for the cool market, the Play market and the like.
(2) And popping up a comparison table to a user according to the permission requesting conditions of different versions of the same-name application.
For example, for WPS Android, WPS Linux, a feature comparison table pops up to the user, as shown in table 1 below:
| software name | WPS Android | WPS Linux |
| Processor requirements | ARM v7 or more | X86-64 |
| Supporting a touch screen | Support for | Support for |
| Layout | Longitudinal direction | Transverse direction |
| External keyboard | Do not support | Support for |
| Type of device | Mobile phone | Flat plate |
TABLE 1
By comparing the configuration of the user device to the function table based on the application installation requirements shown in table 1, it is facilitated to determine which version of the application is appropriate for installation of the user's electronic device.
In the embodiment of the application, in order to facilitate the user to intuitively determine which application is the recommended application, the configuration item corresponding to the installation requirement in the application matched with the current device of the user may be highlighted or colored and displayed, so that the user can see whether the application is matched with the electronic device of the user.
(3) And collecting user comments of different versions of the same-name application to determine which is more suitable for the current user.
Specifically, comments of the user under the corresponding application can be collected and analyzed to obtain a comment tendency of the user to the corresponding application, so that whether the corresponding application is suitable for some electronic equipment or not is determined. For example, the comment of the user can be decomposed into a single word through a Chinese word segmentation algorithm and a tool kit, for example, the comment of the user is that "the QQ of the version has a poor use effect on a tablet", the comment of the user is decomposed into "the/rz version/n/ude 1QQ/x on/p tablet/n/f use/v effect/n not/d good/a", an overall comment tendency can be obtained by performing sentiment analysis after segmenting a large number of comments, it is known that the feeling of the application used by a large number of users on the tablet device is positive or negative, and thus whether the application version is suitable for the current device of the user is judged.
As an example, in the embodiment of the present application, a usage scoring method may also be used as whether the application is suitable for installation of an electronic device with a certain configuration, and by collecting a scoring condition of a user of a similar electronic device on an application version, for example, for WPS Android, the user of the electronic device with the similar configuration scores the application for 3 on average, and for WPS Linux, the user of the electronic device with the similar configuration scores the application for 4 on average, it may be preliminarily determined that the user of the same type is more inclined to use WPS Linux, so as to recommend using WPS Linux.
After the recommended application is determined for the user, the user can be guided to download the recommended application, the user can be directly guided to download and install in the search result display frame, and the user can also jump to the installation interface of the corresponding application after clicking the search result.
According to the embodiment of the application, the App suitable for the electronic equipment of the user can be determined through the downloading evaluation and the like of the related application according to the function configuration information of the electronic equipment of the user, such as the CPU type, the display screen type and the like, better application downloading experience is provided for the user, and even if the user does not know the installation configuration requirement of the application, the installation of the application suitable for the electronic equipment configuration can be realized.
Fig. 2 is a schematic diagram of a structure of a file access apparatus according to an embodiment of the present application, and as shown in fig. 2, an application recommendation apparatus according to an embodiment of the present application includes:
a detecting unit 20, configured to detect a first event, and in response to detecting the first event, trigger the first obtaining unit 21;
a first obtaining unit 21, configured to obtain an application corresponding to an operation object of the first event;
the searching unit 22 is configured to search all applications having the same first attribute based on the first attribute of the application, and trigger the second obtaining unit 23 when the number of the applications having the same first attribute is more than two;
a second obtaining unit 23, configured to obtain statistical information of two or more applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
a determining unit 24, configured to determine an application for which the statistical information of the two or more applications is adapted to the hardware configuration information and/or the information of the operating system, and identify the adapted application determined by the determining unit 24 as the application recommended to be downloaded.
In an embodiment, the second obtaining unit 23 is further configured to: when the number of the applications with the same first attribute is more than two, acquiring the installation environment requirements of the more than two applications;
the determining unit 24 is further configured to: in the case that the application adaptive to the hardware configuration information and/or the information of the operating system is not determined based on the downloading statistical information, searching whether the information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement; and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
In an embodiment, the second obtaining unit 23 is further configured to: when the number of the applications with the same first attribute is more than two, comment information of the more than two applications is also acquired;
the determining unit 24 is further configured to: analyzing the comment information if an application that is adapted to the hardware configuration information and/or information of an operating system is not determined based on the statistical information; and determining an application adapting the hardware configuration information and/or the operating system based on the comment information analysis result, and taking the adapted application as a recommended downloaded application.
In one embodiment, the determining unit 24 is further configured to: generating guidance information containing installation related information of the recommended application; and receiving a selection instruction aiming at the guidance information, and outputting an application installation interface so as to download a corresponding application when an input installation request is received.
In an exemplary embodiment, the detection Unit 20, the first acquisition Unit 21, the lookup Unit 22, the second acquisition Unit 23, the determination Unit 24, and the like may be implemented by one or more Central Processing Units (CPUs), Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Programmable Logic Devices (PLDs), Complex Programmable Logic Devices (CPLDs), Field Programmable Gate Arrays (FPGAs), general purpose processors, controllers, Micro Controllers (MCUs), microprocessors (microprocessors), or other electronic elements for performing the steps of the Application recommendation method of the foregoing embodiments.
In the embodiment of the present disclosure, the specific manner in which each unit in the application recommendation device shown in fig. 2 performs operations has been described in detail in the embodiment related to the method, and will not be elaborated here.
Fig. 3 is a schematic structural diagram of an application recommendation device according to an embodiment of the present application, and as shown in fig. 3, the application recommendation device according to the embodiment of the present application includes:
a detecting unit 30, configured to detect a first event, and in response to detecting the first event, trigger a first obtaining unit 31;
a first obtaining unit 31, configured to obtain an application corresponding to an operation object of the first event;
the searching unit 32 is configured to search all applications having the same first attribute based on the first attribute of the application, and trigger the second obtaining unit 33 when the number of the applications having the same first attribute is more than two;
a second obtaining unit 33, configured to obtain installation environment requirements of two or more applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
a determining unit 34, configured to search, in the installation environment requirement, whether information adapted to the hardware configuration information and/or the information of the operating system exists, and if the information adapted to the hardware configuration information and/or the information of the operating system exists, take an application corresponding to the installation environment requirement in which the adapted information exists as the application recommended to be downloaded.
In an exemplary embodiment, the detection Unit 30, the first acquisition Unit 31, the lookup Unit 32, the second acquisition Unit 33, the determination Unit 34, and the like may be implemented by one or more Central Processing Units (CPUs), Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Programmable Logic Devices (PLDs), Complex Programmable Logic Devices (CPLDs), Field Programmable Gate Arrays (FPGAs), general purpose processors, controllers, Micro Controllers (MCUs), microprocessors (microprocessors), or other electronic elements for performing the steps of the Application recommendation method of the foregoing embodiments.
In the embodiment of the present disclosure, the specific manner in which each unit in the application recommendation device shown in fig. 3 performs operations has been described in detail in the embodiment related to the method, and will not be elaborated here.
Fig. 4 is a schematic structural diagram of an application recommendation device according to an embodiment of the present application, and as shown in fig. 4, the application recommendation device according to the embodiment of the present application includes:
a detecting unit 40, configured to detect a first event, and in response to detecting the first event, trigger a first obtaining unit 41;
a first obtaining unit 41, configured to obtain an application corresponding to an operation object of the first event;
a searching unit 42, configured to search all applications having the same first attribute based on the first attribute of the application, and trigger the second obtaining unit 43 when there are more than two applications having the same first attribute;
a second acquiring unit 43 for acquiring comment information of two or more applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
a determining unit 44, configured to analyze the comment information to determine an application adapted to the hardware configuration information and/or the operating system, and use the adapted application as an application recommended for downloading.
In an exemplary embodiment, the detection Unit 40, the first acquisition Unit 41, the lookup Unit 42, the second acquisition Unit 43, the determination Unit 44, and the like may be implemented by one or more Central Processing Units (CPUs), Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Programmable Logic Devices (PLDs), Complex Programmable Logic Devices (CPLDs), Field Programmable Gate Arrays (FPGAs), general purpose processors, controllers, Micro Controllers (MCUs), microprocessors (microprocessors), or other electronic elements for performing the steps of the Application recommendation method of the foregoing embodiments.
In the embodiment of the present disclosure, the specific manner in which each unit in the application recommendation device shown in fig. 4 performs operations has been described in detail in the embodiment related to the method, and will not be elaborated here.
Next, an electronic apparatus 11 according to an embodiment of the present application is described with reference to fig. 5.
As shown in fig. 5, the electronic device 11 includes one or more processors 111 and memory 112.
The processor 111 may be a Central Processing Unit (CPU) or other form of processing unit having data processing capabilities and/or instruction execution capabilities, and may control other components in the electronic device 11 to perform desired functions.
Memory 112 may include one or more computer program products that may include various forms of computer-readable storage media, such as volatile memory and/or non-volatile memory. The volatile memory may include, for example, Random Access Memory (RAM), cache memory (cache), and/or the like. The non-volatile memory may include, for example, Read Only Memory (ROM), hard disk, flash memory, etc. One or more computer program instructions may be stored on the computer-readable storage medium and executed by processor 111 to implement the authentication methods of the various embodiments of the present application described above and/or other desired functions. Various contents such as an input signal, a signal component, a noise component, etc. may also be stored in the computer-readable storage medium.
In one example, the electronic device 11 may further include: an input device 113 and an output device 114, which are interconnected by a bus system and/or other form of connection mechanism (not shown).
The input device 113 may include, for example, a keyboard, a mouse, and the like.
The output device 114 may output various information including the determined distance information, direction information, and the like to the outside. The output devices 114 may include, for example, a display, speakers, a printer, and a communication network and remote output devices connected thereto, among others.
Of course, for the sake of simplicity, only some of the components of the electronic device 11 relevant to the present application are shown in fig. 5, and components such as buses, input/output interfaces, and the like are omitted. In addition, the electronic device 11 may include any other suitable components, depending on the particular application.
The embodiment of the present application also describes a storage medium, on which an executable program is stored, and the executable program is executed by a processor to execute the steps of the file access method of the foregoing embodiment.
In addition to the above-described methods and apparatus, embodiments of the present application may also be a computer program product comprising computer program instructions that, when executed by a processor, cause the processor to perform the steps in the methods according to the various embodiments of the present application described in the "exemplary methods" section of this specification, above.
The computer program product may be written with program code for performing the operations of embodiments of the present application in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server.
Furthermore, embodiments of the present application may also be a computer-readable storage medium having stored thereon computer program instructions that, when executed by a processor, cause the processor to perform steps in a method according to various embodiments of the present application described in the "exemplary methods" section above of this specification.
The computer-readable storage medium may take any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may include, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The foregoing describes the general principles of the present application in conjunction with specific embodiments, however, it is noted that the advantages, effects, etc. mentioned in the present application are merely examples and are not limiting, and they should not be considered essential to the various embodiments of the present application. Furthermore, the foregoing disclosure of specific details is for the purpose of illustration and description and is not intended to be limiting, since the foregoing disclosure is not intended to be exhaustive or to limit the disclosure to the precise details disclosed.
The block diagrams of devices, apparatuses, systems referred to in this application are only given as illustrative examples and are not intended to require or imply that the connections, arrangements, configurations, etc. must be made in the manner shown in the block diagrams. These devices, apparatuses, devices, systems may be connected, arranged, configured in any manner, as will be appreciated by those skilled in the art. Words such as "including," "comprising," "having," and the like are open-ended words that mean "including, but not limited to," and are used interchangeably therewith. The words "or" and "as used herein mean, and are used interchangeably with, the word" and/or, "unless the context clearly dictates otherwise. The word "such as" is used herein to mean, and is used interchangeably with, the phrase "such as but not limited to".
It should also be noted that in the devices, apparatuses, and methods of the present application, the components or steps may be decomposed and/or recombined. These decompositions and/or recombinations are to be considered as equivalents of the present application.
The previous description of the disclosed aspects is provided to enable any person skilled in the art to make or use the present application. Various modifications to these aspects will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other aspects without departing from the scope of the application. Thus, the present application is not intended to be limited to the aspects shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
The foregoing description has been presented for purposes of illustration and description. Furthermore, the description is not intended to limit embodiments of the application to the form disclosed herein. While a number of example aspects and embodiments have been discussed above, those of skill in the art will recognize certain variations, modifications, alterations, additions and sub-combinations thereof.
Claims (11)
1. An application recommendation method, characterized in that the method comprises:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the download statistical information of more than two applications when the applications with the same first attribute are more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
and determining the application of which the download statistical information of the more than two applications is matched with the hardware configuration information and/or the information of the operating system, and identifying the matched application as the recommended downloaded application.
2. The method of claim 1, further comprising: when the number of the applications with the same first attribute is more than two, acquiring the installation environment requirements of the more than two applications;
in the case that the application adaptive to the hardware configuration information and/or the information of the operating system is not determined based on the downloading statistical information, searching whether the information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement;
and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
3. The method according to claim 1, characterized in that when there are more than two applications having the same first attribute, comment information of the more than two applications is also acquired;
analyzing the comment information if an application that is adapted to the hardware configuration information and/or information of the operating system is not determined based on the download statistics;
and determining an application adapting the hardware configuration information and/or the operating system based on the comment information analysis result, and taking the adapted application as a recommended downloaded application.
4. The method according to any one of claims 1 to 3, wherein the step of using the application as a recommended download application comprises:
generating guidance information containing installation related information of the recommended application;
and receiving a selection instruction aiming at the guidance information, and outputting an application installation interface so as to download a corresponding application when an input installation request is received.
5. An application recommendation method, characterized in that the method comprises:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring the installation environment requirements of more than two applications when the number of the applications with the same first attribute is more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
searching whether information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement;
and under the condition that the information adaptive to the hardware configuration information and/or the operating system exists, taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application.
6. An application recommendation method, characterized in that the method comprises:
in response to the detection of a first event, acquiring an application corresponding to an operation object of the first event;
searching all applications with the same first attribute based on the first attribute of the applications, and acquiring comment information of more than two applications when the number of the applications with the same first attribute is more than two;
acquiring hardware configuration information and/or operating system information of electronic equipment;
analyzing the comment information to determine an application adapted to the hardware configuration information and/or operating system, and taking the adapted application as a recommended downloaded application.
7. An application recommendation apparatus, characterized in that the apparatus comprises:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring the download statistical information of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for determining the application of which the download statistical information of the more than two applications is adaptive to the hardware configuration information and/or the information of the operating system, and identifying the adaptive application determined by the determining unit as the recommended downloaded application.
8. An application recommendation apparatus, characterized in that the apparatus comprises:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring the installation environment requirements of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for searching whether information adaptive to the hardware configuration information and/or the information of the operating system exists in the installation environment requirement, and taking the application corresponding to the installation environment requirement with the adaptive information as the recommended downloaded application under the condition that the information adaptive to the hardware configuration information and/or the information of the operating system exists.
9. An application recommendation apparatus, characterized in that the apparatus comprises:
the detection unit is used for detecting a first event and triggering the first acquisition unit in response to the detection of the first event;
a first obtaining unit, configured to obtain an application corresponding to an operation object of the first event;
the searching unit is used for searching all the applications with the same first attribute based on the first attribute of the applications, and when the number of the applications with the same first attribute is more than two, the second obtaining unit is triggered;
the second acquisition unit is used for acquiring comment information of more than two applications; acquiring hardware configuration information and/or operating system information of the electronic equipment;
and the determining unit is used for analyzing the comment information to determine an application which is adaptive to the hardware configuration information and/or the operating system, and taking the adaptive application as the recommended downloaded application.
10. An electronic device comprising a processor, a memory and an executable program stored on the memory and executable by the processor, the processor executing the steps of the application recommendation method of any of claims 1 to 6 when executing the executable program.
11. A storage medium having stored thereon an executable program which, when executed by a processor, carries out the steps of the application recommendation method of any one of claims 1 to 6.
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| CN202110816986.XA CN113420225A (en) | 2021-07-20 | 2021-07-20 | Application recommendation method and device, electronic equipment and storage medium |
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