技术领域technical field
本发明涉及通信技术领域，尤其涉及一种应用推荐方法、服务器及移动终端。The invention relates to the field of communication technology, in particular to an application recommendation method, a server and a mobile terminal.
背景技术Background technique
随着互联网信息的不断丰富，各种应用也越来越多，用户可通过应用商店搜索和下载应用。但是，目前用户在应用商店搜索某类型应用时，有同类型的多个应用出现，用户无法确定哪一个应用才是自己所需要的，用户可能下载一些本来不是自己需要的应用，等下载完成后又得重新卸载，应用推荐的精准性差。With the continuous enrichment of Internet information, there are more and more various applications, and users can search and download applications through the application store. However, when a user searches for a certain type of application in the application store, multiple applications of the same type appear, and the user cannot determine which application is what he needs. It has to be uninstalled again, and the accuracy of application recommendations is poor.
发明内容Contents of the invention
本发明实施例提供了一种应用推荐方法、服务器及移动终端，以解决现有技术中应用推荐精准性差的问题。Embodiments of the present invention provide an application recommendation method, a server, and a mobile terminal to solve the problem of poor accuracy of application recommendation in the prior art.
第一方面，本发明实施例提供了一种应用推荐方法，应用于服务器，包括：In a first aspect, an embodiment of the present invention provides an application recommendation method applied to a server, including:
获取移动终端发送的携带有用户身份信息的应用搜索请求；Obtaining an application search request carrying user identity information sent by the mobile terminal;
根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；According to user identity information, send a recommended application list for an application search request to the mobile terminal; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate applications and interface information related to the operation of the candidate application;
将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端。The selected candidate application in the recommended application list is determined as the target application and sent to the mobile terminal.
第二方面，本发明实施例还提供了一种服务器，其特征在于，包括：In the second aspect, the embodiment of the present invention also provides a server, which is characterized in that it includes:
第一获取模块，用于获取移动终端发送的携带有用户身份信息的应用搜索请求；The first obtaining module is used to obtain the application search request carrying user identity information sent by the mobile terminal;
第一发送模块，用于根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；The first sending module is used to send the recommended application list of the application search request to the mobile terminal according to the user identity information; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: Statistical information related to the download status of the application and interface information related to the operation of the candidate application;
第二发送模块，用于将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端。The second sending module is configured to determine the selected candidate application in the recommended application list as the target application and send it to the mobile terminal.
第三方面，本发明实施例还提供了一种服务器，服务器包括处理器、存储器以及存储于存储器上并可在处理器上运行的计算机程序，处理器执行计算机程序时实现上述的应用推荐方法的步骤。In the third aspect, the embodiment of the present invention also provides a server, the server includes a processor, a memory, and a computer program stored on the memory and operable on the processor, when the processor executes the computer program, the above-mentioned application recommendation method is implemented step.
第四方面，本发明实施例还提供了一种应用推荐方法，应用于移动终端，包括：In a fourth aspect, the embodiment of the present invention also provides an application recommendation method applied to a mobile terminal, including:
向服务器发送携带有用户身份信息的应用搜索请求；Send an application search request carrying user identity information to the server;
接收服务器根据用户身份信息确定的应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；Receiving the recommended application list of the application search request determined by the server according to the user identity information; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate application and interface information related to the operation of the candidate application;
选择推荐应用列表中的目标应用并下载。Select the target application in the recommended application list and download it.
第五方面，本发明实施例还提供了一种移动终端，包括：In the fifth aspect, the embodiment of the present invention also provides a mobile terminal, including:
第一请求模块，用于向服务器发送携带有用户身份信息的应用搜索请求；The first request module is configured to send an application search request carrying user identity information to the server;
第一接收模块，用于接收服务器根据用户身份信息确定的应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；The first receiving module is used to receive the recommended application list of the application search request determined by the server according to the user identity information; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: Statistical information related to the download status and interface information related to the operation of the candidate application;
下载模块，用于选择推荐应用列表中的目标应用并下载。The download module is used for selecting and downloading target applications in the recommended application list.
第六方面，本发明实施例还提供了一种移动终端，移动终端包括处理器，存储器，存储于存储器上并可在处理器上运行的计算机程序，处理器执行计算机程序时实现上述的应用推荐方法的步骤。In the sixth aspect, the embodiment of the present invention also provides a mobile terminal. The mobile terminal includes a processor, a memory, and a computer program stored in the memory and operable on the processor. When the processor executes the computer program, the above-mentioned application recommendation is implemented. method steps.
第七方面，本发明实施例还提供了一种计算机可读存储介质，计算机可读存储介质上存储有计算机程序，计算机程序被处理器执行时实现上述的应用推荐方法的步骤。In a seventh aspect, the embodiment of the present invention also provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the steps of the above application recommendation method are implemented.
这样，本发明实施例的服务器在获取到移动终端发送的应用搜索请求时，根据移动终端的用户身份信息确定相应的个性化推荐应用列表，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过详情信息选择自己需要的应用，提高应用推荐及下载的精准性。In this way, when the server in the embodiment of the present invention obtains the application search request sent by the mobile terminal, it determines the corresponding personalized recommended application list according to the user identity information of the mobile terminal, and each candidate in the recommended application list has a corresponding The respective detailed information is for users to view, and users can select the application they need through the detailed information to improve the accuracy of application recommendation and download.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案，下面将对本发明实施例的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发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动性的前提下，还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following will briefly introduce the accompanying drawings that need to be used in the description of the embodiments of the present invention. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention , for those skilled in the art, other drawings can also be obtained according to these drawings without paying creative labor.
图1表示本发明实施例中服务器侧应用推荐方法的流程示意图；FIG. 1 shows a schematic flow diagram of a server-side application recommendation method in an embodiment of the present invention;
图2表示本发明实施例中服务器的模块结构示意图图；Fig. 2 shows a schematic diagram of the module structure of the server in the embodiment of the present invention;
图3表示本发明实施例的服务器框图；Fig. 3 represents the server block diagram of the embodiment of the present invention;
图4表示本发明实施例中移动终端侧应用推荐方法的流程示意图；FIG. 4 shows a schematic flow diagram of a method for recommending applications at the mobile terminal side in an embodiment of the present invention;
图5表示本发明实施例中候选应用详情信息的显示界面示意图；Fig. 5 shows a schematic diagram of a display interface of candidate application detailed information in an embodiment of the present invention;
图6表示本发明实施例的移动终端的模块结构示意图；FIG. 6 shows a schematic diagram of a module structure of a mobile terminal according to an embodiment of the present invention;
图7表示本发明实施例的移动终端框图。FIG. 7 shows a block diagram of a mobile terminal according to an embodiment of the present invention.
具体实施方式Detailed ways
下面将参照附图更详细地描述本发明的示例性实施例。虽然附图中显示了本发明的示例性实施例，然而应当理解，可以以各种形式实现本发明而不应被这里阐述的实施例所限制。相反，提供这些实施例是为了能够更透彻地理解本发明，并且能够将本发明的范围完整的传达给本领域的技术人员。Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present invention are shown in the drawings, it should be understood that the invention may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present invention and to fully convey the scope of the present invention to those skilled in the art.
如图1所示，本发明的实施例提供了一种应用推荐方法，应用于服务器，该方法具体包括：As shown in FIG. 1, the embodiment of the present invention provides an application recommendation method applied to a server, and the method specifically includes:
步骤101：获取移动终端发送的携带有用户身份信息的应用搜索请求。Step 101: Obtain an application search request carrying user identity information sent by a mobile terminal.
其中，服务器指的是应用商店的后台服务器，用户身份信息包括但不限于以下几种：终端ID号、手机号码、应用商店的账号信息、社交程序的账号信息等。当移动终端向应用商店的服务器发送应用搜索请求时，在应用搜索请求中除了携带目标应用的关键字信息，还携带有用户身份信息。Wherein, the server refers to the background server of the application store, and the user identity information includes but not limited to the following: terminal ID number, mobile phone number, account information of the application store, account information of social program, etc. When the mobile terminal sends an application search request to the server of the application store, the application search request not only carries keyword information of the target application, but also carries user identity information.
步骤102：根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表。Step 102: Send the recommended application list requested by the application search to the mobile terminal according to the user identity information.
其中，服务器根据应用搜索请求中的用户身份信息，查找移动终端的相似用户，根据相似用户的下载情况，确定该移动终端的推荐应用列表并发送至该移动终端。其中，推荐应用列表中包括至少两个候选应用，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息。其中，统计信息包括：下载量、好评率、启动时间分布、下载用户性别比例和年龄比例。界面信息为候选应用启动时静默截屏的图片。Wherein, the server searches for similar users of the mobile terminal according to the user identity information in the application search request, determines the recommended application list of the mobile terminal and sends it to the mobile terminal according to the download status of the similar users. Wherein, the recommended application list includes at least two candidate applications, and each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate applications and operations related to the candidate applications Related interface information. Among them, the statistical information includes: download volume, favorable rate, start-up time distribution, gender ratio and age ratio of downloading users. The interface information is a picture of a silent screen capture when the candidate application is started.
步骤103：将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端。Step 103: Determine the selected candidate application in the recommended application list as the target application and send it to the mobile terminal.
服务器将推荐应用列表发送至移动终端，用户可选择该推荐应用列表中的某个候选应用进行下载，移动终端在获取到选择候选应用的触控操作时，向服务器发送下载请求，以使服务器将被选择的候选应用确定为目标应用并发送至移动终端完成应用的下载。The server sends the recommended application list to the mobile terminal, and the user can select a candidate application in the recommended application list to download. When the mobile terminal obtains a touch operation for selecting a candidate application, it sends a download request to the server, so that the server will The selected candidate application is determined as the target application and sent to the mobile terminal to complete the download of the application.
进一步地，步骤102可参照以下并不限于以下方式实现：Further, step 102 can be implemented with reference to the following methods but not limited to:
方式一、确定与用户身份信息相似度高于预设相似度阈值的相似用户；根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端。Method 1: Identify similar users whose identity information similarity with the user is higher than the preset similarity threshold; obtain the user information of the historically downloaded requesting application according to the requesting application corresponding to the application search request, generate a recommended application list for the application search request, and send it to mobile terminal.
其中，推荐应用列表中的应用为用户信息中相似用户的数目或比例超过预设门限的应用。用户身份信息可以是各种应用下的账户信息，账户信息记载有用户的年龄、性别、所属地区、职业等个性化信息，服务器在接收到应用搜索请求时，可根据用户身份信息查找相似用户，再根据与应用搜索请求中关键字匹配的应用的下载量中相似用户数目或比例超过预设门限的应用，生成应用搜索请求的推荐应用列表。也就是说，服务器生成的推荐应用列表中的候选应用为与应用搜索请求中关键字匹配的应用的下载量中相似用户数目或比例超过预设门限的应用，这样即可达到为移动终端推荐个性化的候选应用的目的。Wherein, the applications in the recommended application list are applications whose number or proportion of similar users in the user information exceeds a preset threshold. User identity information can be account information under various applications. The account information records personalized information such as the user's age, gender, region, occupation, etc. When the server receives an application search request, it can search for similar users based on the user identity information. Then, according to the applications whose downloads of applications matching the keywords in the application search request have a number or proportion of similar users exceeding a preset threshold, a list of recommended applications for the application search request is generated. That is to say, the candidate applications in the recommended application list generated by the server are applications whose downloads of the applications matching the keywords in the application search request exceed the preset threshold, and the number or proportion of similar users exceeds the preset threshold. The purpose of the candidate application of the optimization.
方式二、根据用户身份信息，确定相应的好友用户；根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端。Method 2: Determine the corresponding friend user according to the user identity information; obtain the user information of the historical download request application according to the request application corresponding to the application search request, generate a list of recommended applications requested by the application search, and send it to the mobile terminal.
其中，推荐应用列表中的应用为用户信息中所述好友用户的数目或比例超过预设门限的应用。用户身份信息可以是各种应用下的账户信息，各种账户信息下均可添加多个好友，这样，服务器根据用户身份信息可确定其好友用户，根据与应用搜索请求中关键字匹配的应用的下载量中好友用户数目或比例超过预设门限的应用，生成应用搜索请求的推荐应用列表。也就是说，服务器生成的推荐应用列表中的候选应用为与应用搜索请求中关键字匹配的应用的下载量中好友用户数目或比例超过预设门限的应用，这样即可达到为移动终端推荐个性化的候选应用的目的。Wherein, the applications in the recommended application list are applications whose number or proportion of the friend users mentioned in the user information exceeds a preset threshold. User identity information can be account information under various applications, and multiple friends can be added under various account information. In this way, the server can determine its friend users according to the user identity information, and according to the application information that matches the keywords in the application search request For applications whose download volume or proportion of friend users exceeds a preset threshold, a recommended application list for the application search request is generated. That is to say, the candidate applications in the recommended application list generated by the server are the applications whose downloads of the applications matching the keywords in the application search request exceed the preset threshold, so as to recommend personalized The purpose of the candidate application of the optimization.
此外，还可根据用户身份信息，向移动终端发送应用搜索请求所请求的与职业、所属地区等个性化的推荐应用列表。In addition, according to the user identity information, a personalized recommended application list related to occupation, region, etc. requested by the application search request may be sent to the mobile terminal.
进一步地，在步骤102之后还包括：获取移动终端发送的详情请求信息；根据该详情请求信息，将与特定候选应用相关联的详情信息发送至移动终端。其中，详情请求信息用于请求推荐应用列表中特定候选应用的详情信息，特定候选应用为推荐应用列表中候选应用中的一个。移动终端在获取到推荐应用列表中任一候选应用上特定操作动作时，向服务器发送该候选应用的详情请求信息。Further, after step 102, the method further includes: acquiring detail request information sent by the mobile terminal; and sending detail information associated with a specific candidate application to the mobile terminal according to the detail request information. Wherein, the detail request information is used to request detailed information of a specific candidate application in the recommended application list, and the specific candidate application is one of the candidate applications in the recommended application list. When the mobile terminal acquires a specific operation action on any candidate application in the recommended application list, it sends a detailed request information of the candidate application to the server.
在服务器根据详情请求信息，将与特定候选应用相关联的详情信息发送至移动终端的步骤之前还包括：获取其他移动终端发送的与特定候选应用的操作相关的界面信息。其中，界面信息是其他移动终端在特定候选应用的运行过程中截屏并发送的，其他移动终端指的是下载有特定候选应用的终端。也就是说，移动终端可设置特定的情景模式，在该特定的情景模式下，移动终端可上报一些行为数据给应用商店的服务器，服务器通过大数据埋点，获取不同用户的行为习惯，如使用某款应用的时候，可以在后台随机静默截屏，上报用户使用应用的具体情形。服务器的大数据平台对上报数据进行汇总分析，得出某款应用的详情信息，例如：用户男女比例、用户年龄段人群分布比例、用户好评率、好友使用数、好友使用高峰时段、好友使用时长等；同时还对静默截屏的图片进行识别归类、分类存储。Before the server sends the detailed information associated with the specific candidate application to the mobile terminal according to the detailed request information, the method further includes: acquiring interface information related to the operation of the specific candidate application sent by other mobile terminals. Wherein, the interface information is captured and sent by other mobile terminals during the running of the specific candidate application, and other mobile terminals refer to the terminals that have downloaded the specific candidate application. That is to say, the mobile terminal can set a specific scenario mode. In this specific scenario mode, the mobile terminal can report some behavior data to the server of the application store. When using a certain app, you can randomly and silently take screenshots in the background and report the specific situation of the user using the app. The big data platform of the server aggregates and analyzes the reported data to obtain detailed information about an application, such as: the ratio of male to female users, the distribution ratio of users in age groups, the rate of user praise, the number of friends used, the peak hours of friends used, and the duration of friends used etc.; at the same time, the pictures of silent screenshots are identified, categorized, and stored in categories.
同样地，在服务器将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端的步骤之后还包括：获取该移动终端在目标应用的运行过程中截屏并发送的目标应用界面信息，也就是说当移动终端下载目标应用后，对该应用的使用情况亦可发送给服务器，以便于服务器为其他未下载该目标应的移动终端提供详情信息。Similarly, after the server determines the selected candidate application in the recommended application list as the target application and sends it to the mobile terminal, it also includes: acquiring the target application interface information sent by the mobile terminal during the running of the target application, That is to say, after the mobile terminal downloads the target application, the usage of the application can also be sent to the server, so that the server can provide detailed information for other mobile terminals that have not downloaded the target application.
本发明实施例的应用推荐方法中，服务器在获取到移动终端发送的应用搜索请求时，根据移动终端的用户身份信息确定相应的个性化推荐应用列表，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过详情信息选择自己需要的应用，提高应用推荐及下载的精准性。In the application recommendation method of the embodiment of the present invention, when the server obtains the application search request sent by the mobile terminal, it determines the corresponding personalized recommended application list according to the user identity information of the mobile terminal, and each candidate in the recommended application list should have Each has its own detailed information for users to view, and users can select the applications they need through the detailed information to improve the accuracy of application recommendation and download.
以上实施例分别详细介绍了不同场景下的应用推荐方法，下面将结合图2对与其对应的服务器做进一步介绍。The above embodiments respectively introduce the application recommendation methods in different scenarios in detail, and the corresponding servers will be further introduced below in conjunction with FIG. 2 .
如图2所示，本发明实施例的服务器200，能实现上述实施例中获取移动终端发送的携带有用户身份信息的应用搜索请求；根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端方法的细节，并达到相同的效果，该服务器200具体包括以下功能模块：As shown in Figure 2, the server 200 of the embodiment of the present invention can realize the acquisition of the application search request carrying the user identity information sent by the mobile terminal in the above embodiment; according to the user identity information, send the recommended application of the application search request to the mobile terminal list; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate application and interface information related to the operation of the candidate application; the recommended application list The selected candidate application is determined as the target application and sent to the details of the method of the mobile terminal, and achieves the same effect. The server 200 specifically includes the following functional modules:
第一获取模块210，用于获取移动终端发送的携带有用户身份信息的应用搜索请求；The first acquiring module 210 is configured to acquire an application search request carrying user identity information sent by the mobile terminal;
第一发送模块220，用于根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；The first sending module 220 is configured to send the recommended application list of the application search request to the mobile terminal according to the user identity information; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: Statistical information related to the download status of the application and interface information related to the operation of the candidate application;
第二发送模块230，用于将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端。The second sending module 230 is configured to determine the selected candidate application in the recommended application list as a target application and send it to the mobile terminal.
其中，第一发送模块220包括：Wherein, the first sending module 220 includes:
第一确定子模块，用于确定与用户身份信息相似度高于预设相似度阈值的相似用户；The first determining submodule is used to determine similar users whose similarity with user identity information is higher than a preset similarity threshold;
第一发送子模块，用于根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端；其中，推荐应用列表中的应用为用户信息中相似用户的数目或比例超过预设门限的应用。The first sending sub-module is used to obtain the user information of the historical download request application according to the request application corresponding to the application search request, generate a recommended application list requested by the application search request, and send it to the mobile terminal; wherein, the applications in the recommended application list are users The number or proportion of similar users in the information exceeds the preset threshold.
其中，第一发送模块220还包括：Wherein, the first sending module 220 also includes:
第二确定子模块，用于根据用户身份信息，确定相应的好友用户；The second determination sub-module is used to determine the corresponding friend user according to the user identity information;
第二发送子模块，用于根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端；其中，推荐应用列表中的应用为用户信息中好友用户的数目或比例超过预设门限的应用。The second sending sub-module is used to obtain the user information of the historical download request application according to the request application corresponding to the application search request, generate a recommended application list requested by the application search request, and send it to the mobile terminal; wherein, the applications in the recommended application list are users The number or proportion of friend users in the information exceeds the preset threshold.
其中，服务器200还包括：Wherein, the server 200 also includes:
第二获取模块，用于获取移动终端发送的详情请求信息；其中，详情请求信息用于请求推荐应用列表中特定候选应用的详情信息，特定候选应用为推荐应用列表中候选应用中的一个；The second acquiring module is used to acquire the detail request information sent by the mobile terminal; wherein, the detail request information is used to request the detail information of a specific candidate application in the recommended application list, and the specific candidate application is one of the candidate applications in the recommended application list;
第三发送模块，用于根据详情请求信息，将与特定候选应用相关联的详情信息发送至移动终端。The third sending module is configured to send the detailed information associated with the specific candidate application to the mobile terminal according to the detailed request information.
其中，服务器200还包括：Wherein, the server 200 also includes:
第三获取模块，用于获取其他移动终端发送的与特定候选应用的操作相关的界面信息；其中，界面信息是其他移动终端在特定候选应用的运行过程中截屏并发送的。The third obtaining module is used to obtain interface information related to the operation of the specific candidate application sent by other mobile terminals; wherein, the interface information is captured and sent by other mobile terminals during the operation of the specific candidate application.
其中，服务器200还包括：Wherein, the server 200 also includes:
第四获取模块，用于获取移动终端在目标应用的运行过程中截屏并发送的目标应用界面信息。The fourth obtaining module is used to obtain the target application interface information sent by the mobile terminal when the target application is running.
值得指出的是，本发明实施例的服务器是与上述应用推荐方法对应的，上述方法的实施方式和实现的技术效果均适用于该服务器的实施例中。其中，该服务器在获取到移动终端发送的应用搜索请求时，根据移动终端的用户身份信息确定相应的个性化推荐应用列表，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过详情信息选择自己需要的应用，提高应用推荐及下载的精准性。It is worth noting that the server in this embodiment of the present invention corresponds to the above-mentioned application recommendation method, and the implementation manners and technical effects achieved by the above-mentioned method are applicable to this embodiment of the server. Wherein, when the server obtains the application search request sent by the mobile terminal, it determines the corresponding personalized recommended application list according to the user identity information of the mobile terminal, and each candidate in the recommended application list should have its own detailed information For users to view, users can select the application they need through detailed information, improving the accuracy of application recommendation and download.
为了更好的实现上述目的，本发明的实施例还提供了一种服务器，该服务器包括处理器、存储器以及存储于存储器上并可在处理器上运行的计算机程序，处理器执行计算机程序时实现如上所述的应用推荐方法中的步骤。发明实施例还提供了一种计算机可读存储介质，该计算机可读存储介质上存储有计算机程序，计算机程序被处理器执行时实现如上所述的应用推荐方法的步骤。In order to better achieve the above object, an embodiment of the present invention also provides a server, the server includes a processor, a memory, and a computer program stored on the memory and operable on the processor, when the processor executes the computer program, it realizes Apply the steps in the recommended method as described above. The embodiment of the invention also provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the steps of the above-mentioned application recommendation method are realized.
具体地，本发明的实施例还提供了一种服务器。如图3所示，该服务器300包括：处理器31、存储器32和收发机33。处理器31与存储器32连接，以调用存储器32中的程序，执行以上方法实施例中所述的操作。Specifically, the embodiment of the present invention also provides a server. As shown in FIG. 3 , the server 300 includes: a processor 31 , a memory 32 and a transceiver 33 . The processor 31 is connected to the memory 32 to call the program in the memory 32 to execute the operations described in the above method embodiments.
这里的处理器31可以是一个处理器，也可以是多个处理元件的统称，例如，该处理器31的一个或多个集成电路，例如：一个或多个微处理器DSP，或，一个或者多个现场可编程门阵列FPGA等。存储元件可以是一个存储器，也可以是多个存储元件的统称。The processor 31 here may be a processor, or a general term for multiple processing elements, for example, one or more integrated circuits of the processor 31, for example: one or more microprocessors DSP, or, one or Multiple Field Programmable Gate Arrays, FPGAs, etc. A storage element may be a memory, or may be a general term for multiple storage elements.
存储器32可以是易失性存储器或非易失性存储器，或可包括易失性和非易失性存储器两者。其中，非易失性存储器可以是只读存储器(Read-Only Memory，简称ROM)、可编程只读存储器(Programmable ROM，简称PROM)、可擦除可编程只读存储器(Erasable PROM，简称EPROM)、电可擦除可编程只读存储器(Electrically EPROM，简称EEPROM)或闪存。易失性存储器可以是随机存取存储器(Random Access Memory，简称RAM)，其用作外部高速缓存。通过示例性但不是限制性说明，许多形式的RAM可用，例如静态随机存取存储器(StaticRAM，简称SRAM)、动态随机存取存储器(Dynamic RAM，简称DRAM)、同步动态随机存取存储器(Synchronous DRAM，简称SDRAM)、双倍数据速率同步动态随机存取存储器(Double DataRate SDRAM，简称DDRSDRAM)、增强型同步动态随机存取存储器(Enhanced SDRAM，简称ESDRAM)、同步连接动态随机存取存储器(Synchlink DRAM，简称SLDRAM)和直接内存总线随机存取存储器(Direct Rambus RAM，简称DRRAM)。本申请描述的存储器32旨在包括但不限于这些和任意其它适合类型的存储器。Memory 32 may be volatile memory or nonvolatile memory, or may include both volatile and nonvolatile memory. Wherein, the non-volatile memory may be a read-only memory (Read-Only Memory, referred to as ROM), a programmable read-only memory (Programmable ROM, referred to as PROM), an erasable programmable read-only memory (Erasable PROM, referred to as EPROM) , Electrically Erasable Programmable Read-Only Memory (Electrically Erasable EPROM, EEPROM for short) or flash memory. The volatile memory may be random access memory (Random Access Memory, RAM for short), which is used as an external cache. By way of illustration and not limitation, many forms of RAM are available such as Static RAM (SRAM for short), Dynamic RAM (DRAM for short), Synchronous DRAM (Synchronous DRAM for short), , referred to as SDRAM), double data rate synchronous dynamic random access memory (Double DataRate SDRAM, referred to as DDRSDRAM), enhanced synchronous dynamic random access memory (Enhanced SDRAM, referred to as ESDRAM), synchronous connection dynamic random access memory (Synchlink DRAM , referred to as SLDRAM) and direct memory bus random access memory (Direct Rambus RAM, referred to as DRRAM). The memory 32 described herein is intended to include, but not be limited to, these and any other suitable types of memory.
具体地，本发明实施例的服务器还包括：存储在存储器32上并可在处理器31上运行的计算机程序，处理器31调用存储器32中的计算机程序执行图2所示各模块执行的方法。Specifically, the server in the embodiment of the present invention further includes: a computer program stored in the memory 32 and executable on the processor 31, and the processor 31 invokes the computer program in the memory 32 to execute the method performed by each module shown in FIG. 2 .
具体地，计算机程序被处理器31调用时可用于执行：获取移动终端发送的携带有用户身份信息的应用搜索请求；Specifically, when the computer program is invoked by the processor 31, it may be used to execute: acquiring an application search request carrying user identity information sent by the mobile terminal;
根据用户身份信息，向移动终端发送应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；According to user identity information, send a recommended application list for an application search request to the mobile terminal; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate applications and interface information related to the operation of the candidate application;
将推荐应用列表中被选择的候选应用确定为目标应用并发送至移动终端。The selected candidate application in the recommended application list is determined as the target application and sent to the mobile terminal.
具体地，计算机程序被处理器31调用时可用于执行：确定与用户身份信息相似度高于预设相似度阈值的相似用户；Specifically, when the computer program is invoked by the processor 31, it may be used to perform: determine a similar user whose identity information similarity with the user is higher than a preset similarity threshold;
根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端；其中，推荐应用列表中的应用为用户信息中相似用户的数目或比例超过预设门限的应用。According to the request application corresponding to the application search request, obtain the user information of the historical download request application, generate the recommended application list of the application search request and send it to the mobile terminal; wherein, the applications in the recommended application list are the number or proportion of similar users in the user information Applications that exceed a preset threshold.
具体地，计算机程序被处理器31调用时可用于执行：根据用户身份信息，确定相应的好友用户；Specifically, when the computer program is called by the processor 31, it can be used to execute: determine the corresponding friend user according to the user identity information;
根据应用搜索请求对应的请求应用，获取历史下载请求应用的用户信息，生成应用搜索请求的推荐应用列表并发送至移动终端；其中，推荐应用列表中的应用为用户信息中好友用户的数目或比例超过预设门限的应用。According to the requesting application corresponding to the application search request, obtain the user information of the historical download request application, generate a recommended application list for the application search request and send it to the mobile terminal; wherein, the applications in the recommended application list are the number or proportion of friend users in the user information Applications that exceed a preset threshold.
具体地，计算机程序被处理器31调用时可用于执行：获取移动终端发送的详情请求信息；其中，详情请求信息用于请求推荐应用列表中特定候选应用的详情信息，特定候选应用为推荐应用列表中候选应用中的一个；Specifically, when the computer program is invoked by the processor 31, it can be used to execute: obtain the detail request information sent by the mobile terminal; wherein, the detail request information is used to request the detail information of a specific candidate application in the recommended application list, and the specific candidate application is the recommended application list one of the candidate applications in
根据详情请求信息，将与特定候选应用相关联的详情信息发送至移动终端。According to the detail request information, the detail information associated with the specific candidate application is sent to the mobile terminal.
具体地，计算机程序被处理器31调用时可用于执行：获取其他移动终端发送的与特定候选应用的操作相关的界面信息；其中，界面信息是其他移动终端在特定候选应用的运行过程中截屏并发送的。Specifically, when the computer program is invoked by the processor 31, it can be used to perform: obtaining interface information related to the operation of the specific candidate application sent by other mobile terminals; sent.
具体地，计算机程序被处理器31调用时可用于执行：获取移动终端在目标应用的运行过程中截屏并发送的目标应用界面信息。Specifically, when the computer program is invoked by the processor 31, it may be used to execute: acquire the target application interface information sent by the mobile terminal during the running of the target application by taking a screenshot.
其中，统计信息包括：下载量、好评率、启动时间分布、下载用户性别比例和年龄比例。Among them, the statistical information includes: download volume, favorable rate, start-up time distribution, gender ratio and age ratio of downloading users.
本发明实施例中的服务器，在获取到移动终端发送的应用搜索请求时，根据移动终端的用户身份信息确定相应的个性化推荐应用列表，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过详情信息选择自己需要的应用，提高应用推荐及下载的精准性。The server in the embodiment of the present invention, when obtaining the application search request sent by the mobile terminal, determines the corresponding personalized recommended application list according to the user identity information of the mobile terminal, and each candidate in the recommended application list should have a corresponding The respective detailed information is for users to view, and users can select the application they need through the detailed information to improve the accuracy of application recommendation and download.
以上从服务器侧介绍了本发明实施例的应用推荐方法，下面本实施例将结合附图对移动终端侧的应用推荐方法作进一步说明。The application recommendation method of the embodiment of the present invention is introduced from the server side above, and the application recommendation method of the mobile terminal side will be further described in this embodiment below with reference to the accompanying drawings.
如图4所示，本发明实施例的应用推荐方法，应用于移动终端，具体包括以下步骤：As shown in FIG. 4, the application recommendation method of the embodiment of the present invention is applied to a mobile terminal, and specifically includes the following steps:
步骤401：向服务器发送携带有用户身份信息的应用搜索请求。Step 401: Send an application search request carrying user identity information to the server.
其中，服务器指的是应用商店的后台服务器，用户身份信息包括但不限于以下几种：终端ID号、手机号码、应用商店的账号信息、社交程序的账号信息等。Wherein, the server refers to the background server of the application store, and the user identity information includes but not limited to the following: terminal ID number, mobile phone number, account information of the application store, account information of social program, etc.
步骤402：接收服务器根据用户身份信息确定的应用搜索请求的推荐应用列表。Step 402: Receive the recommended application list from the application search request determined by the server according to the user identity information.
其中，推荐应用列表中包括至少两个候选应用，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息。其中，统计信息包括：下载量、好评率、启动时间分布、下载用户性别比例和年龄比例。界面信息为候选应用启动时静默截屏的图片。Wherein, the recommended application list includes at least two candidate applications, and each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate applications and operations related to the candidate applications Related interface information. Among them, the statistical information includes: download volume, favorable rate, start-up time distribution, gender ratio and age ratio of downloading users. The interface information is a picture of a silent screen capture when the candidate application is started.
步骤403：确定推荐应用列表中的目标应用并下载。Step 403: Determine and download the target application in the recommended application list.
用户可选择该推荐应用列表中的某个候选应用进行下载，移动终端在获取到选择候选应用的触控操作时，向服务器发送下载请求，服务器根据该下载请求，将被选择的候选应用确定为目标应用并发送至移动终端完成应用的下载。The user can select a candidate application in the recommended application list to download, and when the mobile terminal obtains a touch operation for selecting a candidate application, it sends a download request to the server, and the server determines the selected candidate application as The target application is sent to the mobile terminal to complete the download of the application.
在步骤402之后还包括：向服务器发送请求推荐应用列表中特定候选应用的详情信息的详情请求信息；接收服务器发送的与特定候选应用相关联的详情信息；通过预设界面显示与特定候选应用相关联的详情信息。其中，特定候选应用为推荐应用列表中候选应用中的一个。具体地，移动终端在获取到推荐应用列表中任一候选应用上特定操作动作时，向服务器发送该候选应用的详情请求信息。如图5所示，例如，移动终端向服务器发送携带有搜索关键字美颜的应用搜索请求，服务器根据该应用搜索请求发送推荐应用列表，如图5中左一图所示，推荐应用列表中的每个候选应用的右侧显示一个功能按钮，按钮文本为“详情信息”。用户点击某个应用右侧的“详情信息”后，移动终端向服务器发送请求推荐应用列表中特定候选应用(如美颜相机)的详情信息的详情请求信息；接收服务器发送的与特定候选应用相关联的详情信息；并通过预设界面显示与特定候选应用相关联的详情信息，如图5的左二图所示，用户点击美颜相机右侧的“详情信息”的时候，可以看到与美颜相机相关的详情信息，即预设界面显示与美颜相机相关联的用户好评率、好友使用数、男女比例、使用高峰时段、人群分布等统计信息，以及一个预览功能按钮，该预览功能按钮用于控制显示与美颜相机相关联的界面信息。当用户点击该预览功能按钮时，如图5中右一图所示，移动终端进入一个图片轮播界面，展示的图片是服务器下发的与美颜相机相关联的界面信息，该界面信息为服务器搜集的其他移动终端在后台静默截屏上报的用户使用美颜相机的图片。具体地，服务器通过收集与该移动终端相关联的社交好友在社交应用中分享的该应用相关的使用心得、截图、效果照片等，在该应用的推荐界面上进行显示。进一步地，用户还可以选择具体某一个好友的使用情况进行查看，而这些内容可以通过对好友分享的信息进行关键字查找、应用图像匹配等方式获得。After step 402, it also includes: sending to the server details request information requesting detailed information of a specific candidate application in the recommended application list; receiving detailed information associated with the specific candidate application sent by the server; displaying information related to the specific candidate application through a preset interface. link details. Wherein, the specific candidate application is one of the candidate applications in the recommended application list. Specifically, when the mobile terminal acquires a specific operation action on any candidate application in the recommended application list, it sends the detailed request information of the candidate application to the server. As shown in Figure 5, for example, the mobile terminal sends an application search request carrying the search keyword beauty-beauty to the server, and the server sends a recommended application list according to the application search request, as shown in the left figure in Figure 5, the recommended application list A function button with the text "Details" is displayed on the right side of each candidate application in . After the user clicks "detailed information" on the right side of an application, the mobile terminal sends to the server a detailed information request requesting detailed information of a specific candidate application (such as a beauty camera) in the recommended application list; and the detailed information associated with a specific candidate application is displayed through the preset interface, as shown in the second left picture of Figure 5, when the user clicks the "detailed information" on the right side of the beauty camera, the user can see the detailed information related to the Detailed information related to the beauty camera, that is, the preset interface displays statistical information such as user ratings associated with the beauty camera, the number of friends using it, the ratio of men to women, peak hours of use, and crowd distribution, as well as a preview function button. The button is used to control the display of interface information associated with the beauty camera. When the user clicks the preview function button, as shown in the right picture in Figure 5, the mobile terminal enters a picture carousel interface, and the picture displayed is the interface information associated with the beauty camera issued by the server. The interface information is The server collects other mobile terminals silently taking screenshots in the background and reporting the pictures of the user using the beauty camera. Specifically, the server collects user experience, screenshots, effect photos, etc. related to the application shared by social friends associated with the mobile terminal in the social application, and displays them on the recommendation interface of the application. Furthermore, the user can also select a specific friend to view the usage status, and these contents can be obtained by searching keywords, applying image matching, etc. to the information shared by the friend.
同样地，步骤403之后，还包括：在目标应用的运行过程中，截取与目标应用的操作相关的目标应用界面信息；将目标应用界面信息上报至服务器。也就是说当移动终端下载目标应用后，对该应用的使用情况亦可上报给服务器，以便于服务器为其他未下载该目标应的移动终端提供详情信息。Similarly, after step 403, it also includes: during the running process of the target application, intercepting the target application interface information related to the operation of the target application; and reporting the target application interface information to the server. That is to say, after the mobile terminal downloads the target application, the usage of the application can also be reported to the server, so that the server can provide detailed information for other mobile terminals that have not downloaded the target application.
本发明实施例的应用推荐方法中，移动终端向服务器发送应用搜索请求，服务器根据应用搜索请求中的用户身份信息确定相应的个性化推荐应用列表并反馈至移动终端，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过移动终端显示的详情信息选择自己需要的应用，提高应用推荐及下载的精准性。In the application recommendation method of the embodiment of the present invention, the mobile terminal sends an application search request to the server, and the server determines the corresponding personalized recommended application list according to the user identity information in the application search request and feeds it back to the mobile terminal. Each candidate should have its own detailed information for the user to view. The user can select the application he needs through the detailed information displayed on the mobile terminal, which improves the accuracy of application recommendation and download.
以上实施例介绍了不同场景下的应用推荐方法，下面将结合附图对与其对应的移动终端做进一步介绍。The above embodiments have introduced application recommendation methods in different scenarios, and the corresponding mobile terminals will be further introduced below in conjunction with the accompanying drawings.
如图6所示，本发明实施例的移动600，能实现上述实施例中向服务器发送携带有用户身份信息的应用搜索请求；接收服务器根据用户身份信息确定的应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；确定推荐应用列表中的目标应用并下载方法的细节，并达到相同的效果，该移动终端600具体包括以下功能模块：As shown in Figure 6, mobile 600 according to the embodiment of the present invention can realize sending an application search request carrying user identity information to the server in the above embodiment; receiving the recommended application list of the application search request determined by the server according to the user identity information; wherein , each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: statistical information related to the download status of the candidate application and interface information related to the operation of the candidate application; determine the target in the recommended application list To apply and download the details of the method, and to achieve the same effect, the mobile terminal 600 specifically includes the following functional modules:
第一请求模块610，用于向服务器发送携带有用户身份信息的应用搜索请求；The first request module 610 is configured to send an application search request carrying user identity information to the server;
第一接收模块620，用于接收服务器根据用户身份信息确定的应用搜索请求的推荐应用列表；其中，推荐应用列表中的每个候选应用均对应有各自的详情信息，详情信息包括：与候选应用的下载情况相关的统计信息以及与候选应用的操作相关的界面信息；The first receiving module 620 is configured to receive the recommended application list determined by the server according to the user identity information for the application search request; wherein, each candidate application in the recommended application list corresponds to its own detailed information, and the detailed information includes: Statistical information related to the download status of the application and interface information related to the operation of the candidate application;
下载模块630，用于确定推荐应用列表中的目标应用并下载。The download module 630 is configured to determine and download target applications in the recommended application list.
其中，移动终端600还包括：Wherein, the mobile terminal 600 also includes:
第二请求模块，用于向服务器发送请求推荐应用列表中特定候选应用的详情信息的详情请求信息；其中，特定候选应用为推荐应用列表中候选应用中的一个；The second request module is configured to send to the server details request information requesting detailed information of a specific candidate application in the recommended application list; wherein, the specific candidate application is one of the candidate applications in the recommended application list;
第二接收模块，用于接收服务器发送的与特定候选应用相关联的详情信息；The second receiving module is used to receive the detailed information associated with the specific candidate application sent by the server;
显示模块，用于通过预设界面显示与特定候选应用相关联的详情信息。The display module is configured to display detailed information associated with a specific candidate application through a preset interface.
其中，移动终端600还包括：Wherein, the mobile terminal 600 also includes:
截取模块，用于在目标应用的运行过程中，截取与目标应用的操作相关的目标应用界面信息；An interception module, configured to intercept target application interface information related to the operation of the target application during the running of the target application;
上报模块，用于将目标应用界面信息上报至服务器。The reporting module is used to report the target application interface information to the server.
本发明实施例的移动终端向服务器发送应用搜索请求，服务器根据应用搜索请求中的用户身份信息确定相应的个性化推荐应用列表并反馈至移动终端，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过移动终端显示的详情信息选择自己需要的应用，提高应用推荐及下载的精准性。The mobile terminal in the embodiment of the present invention sends an application search request to the server, and the server determines the corresponding personalized recommended application list according to the user identity information in the application search request and feeds it back to the mobile terminal. Each candidate in the recommended application list should have Correspondingly, there are respective detailed information for users to view, and users can select the application they need through the detailed information displayed on the mobile terminal, which improves the accuracy of application recommendation and download.
进一步地，图7为实现本发明各个实施例的一种移动终端的硬件结构示意图，该移动终端70包括但不限于：射频单元71、网络模块72、音频输出单元73、输入单元74、传感器75、显示单元76、用户输入单元77、接口单元78、存储器79、处理器710、以及电源711等部件。本领域技术人员可以理解，图7中示出的移动终端结构并不构成对移动终端的限定，移动终端可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。在本发明实施例中，移动终端包括但不限于手机、平板电脑、笔记本电脑、掌上电脑、车载终端、可穿戴设备、以及计步器等。Further, FIG. 7 is a schematic diagram of a hardware structure of a mobile terminal implementing various embodiments of the present invention. The mobile terminal 70 includes but is not limited to: a radio frequency unit 71, a network module 72, an audio output unit 73, an input unit 74, and a sensor 75 , a display unit 76 , a user input unit 77 , an interface unit 78 , a memory 79 , a processor 710 , and a power supply 711 and other components. Those skilled in the art can understand that the structure of the mobile terminal shown in FIG. 7 does not constitute a limitation on the mobile terminal, and the mobile terminal may include more or less components than shown in the figure, or combine some components, or different components layout. In the embodiment of the present invention, the mobile terminal includes, but is not limited to, a mobile phone, a tablet computer, a notebook computer, a palmtop computer, a vehicle-mounted terminal, a wearable device, and a pedometer.
其中，射频单元71，用于向服务器发送携带有用户身份信息的应用搜索请求；接收所述服务器根据所述用户身份信息确定的所述应用搜索请求的推荐应用列表；其中，所述推荐应用列表中的每个候选应用均对应有各自的详情信息，所述详情信息包括：与所述候选应用的下载情况相关的统计信息以及与所述候选应用的操作相关的界面信息；Wherein, the radio frequency unit 71 is configured to send an application search request carrying user identity information to the server; receive the recommended application list of the application search request determined by the server according to the user identity information; wherein, the recommended application list Each candidate application in the above corresponds to its own detailed information, and the detailed information includes: statistical information related to the download situation of the candidate application and interface information related to the operation of the candidate application;
处理器710，用于确定所述推荐应用列表中的目标应用并下载。The processor 710 is configured to determine and download a target application in the recommended application list.
本发明实施例的移动终端，向服务器发送应用搜索请求，服务器根据应用搜索请求中的用户身份信息确定相应的个性化推荐应用列表并反馈至移动终端，该推荐应用列表中的每个候选应有均对应有各自的详情信息供用户查看，用户可通过移动终端显示的详情信息选择自己需要的应用，提高应用推荐及下载的精准性。The mobile terminal in the embodiment of the present invention sends an application search request to the server, and the server determines the corresponding personalized recommended application list according to the user identity information in the application search request and feeds it back to the mobile terminal. Each candidate in the recommended application list should have Each has its own detailed information for users to view. Users can select the applications they need through the detailed information displayed on the mobile terminal, improving the accuracy of application recommendation and downloading.
应理解的是，本发明实施例中，射频单元71可用于收发信息或通话过程中，信号的接收和发送，具体的，将来自基站的下行数据接收后，给处理器710处理；另外，将上行的数据发送给基站。通常，射频单元71包括但不限于天线、至少一个放大器、收发信机、耦合器、低噪声放大器、双工器等。此外，射频单元71还可以通过无线通信系统与网络和其他设备通信。It should be understood that, in the embodiment of the present invention, the radio frequency unit 71 can be used for receiving and sending signals during sending and receiving information or during a call. Specifically, the downlink data from the base station is received and processed by the processor 710; Uplink data is sent to the base station. Generally, the radio frequency unit 71 includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier, a duplexer, and the like. In addition, the radio frequency unit 71 can also communicate with the network and other devices through a wireless communication system.
移动终端通过网络模块72为用户提供了无线的宽带互联网访问，如帮助用户收发电子邮件、浏览网页和访问流式媒体等。The mobile terminal provides users with wireless broadband Internet access through the network module 72, such as helping users to send and receive emails, browse web pages, and access streaming media.
音频输出单元73可以将射频单元71或网络模块72接收的或者在存储器79中存储的音频数据转换成音频信号并且输出为声音。而且，音频输出单元73还可以提供与移动终端70执行的特定功能相关的音频输出(例如，呼叫信号接收声音、消息接收声音等等)。音频输出单元73包括扬声器、蜂鸣器以及受话器等。The audio output unit 73 may convert audio data received by the radio frequency unit 71 or the network module 72 or stored in the memory 79 into an audio signal and output as sound. Also, the audio output unit 73 may also provide audio output related to a specific function performed by the mobile terminal 70 (eg, call signal reception sound, message reception sound, etc.). The audio output unit 73 includes a speaker, a buzzer, a receiver, and the like.
输入单元74用于接收音频或视频信号。输入单元74可以包括图形处理器(Graphics Processing Unit，GPU)741和麦克风742，图形处理器741对在视频捕获模式或图像捕获模式中由图像捕获装置(如摄像头)获得的静态图片或视频的图像数据进行处理。处理后的图像帧可以显示在显示单元76上。经图形处理器741处理后的图像帧可以存储在存储器79(或其它存储介质)中或者经由射频单元71或网络模块72进行发送。麦克风742可以接收声音，并且能够将这样的声音处理为音频数据。处理后的音频数据可以在电话通话模式的情况下转换为可经由射频单元71发送到移动通信基站的格式输出。The input unit 74 is used to receive audio or video signals. The input unit 74 can include a graphics processing unit (Graphics Processing Unit, GPU) 741 and a microphone 742, and the graphics processing unit 741 is used for still pictures or video images obtained by an image capture device (such as a camera) in a video capture mode or an image capture mode. The data is processed. The processed image frames may be displayed on the display unit 76 . The image frames processed by the graphics processor 741 may be stored in the memory 79 (or other storage media) or sent via the radio frequency unit 71 or the network module 72 . The microphone 742 can receive sound and can process such sound into audio data. The processed audio data can be converted into a format that can be transmitted to a mobile communication base station via the radio frequency unit 71 for output in the case of a phone call mode.
移动终端70还包括至少一种传感器75，比如光传感器、运动传感器以及其他传感器。具体地，光传感器包括环境光传感器及接近传感器，其中，环境光传感器可根据环境光线的明暗来调节显示面板761的亮度，接近传感器可在移动终端70移动到耳边时，关闭显示面板761和/或背光。作为运动传感器的一种，加速计传感器可检测各个方向上(一般为三轴)加速度的大小，静止时可检测出重力的大小及方向，可用于识别移动终端姿态(比如横竖屏切换、相关游戏、磁力计姿态校准)、振动识别相关功能(比如计步器、敲击)等；传感器75还可以包括指纹传感器、压力传感器、虹膜传感器、分子传感器、陀螺仪、气压计、湿度计、温度计、红外线传感器等，在此不再赘述。The mobile terminal 70 also includes at least one sensor 75, such as a light sensor, a motion sensor, and other sensors. Specifically, the light sensor includes an ambient light sensor and a proximity sensor, wherein the ambient light sensor can adjust the brightness of the display panel 761 according to the brightness of the ambient light, and the proximity sensor can turn off the display panel 761 and the display panel 761 when the mobile terminal 70 moves to the ear. / or backlighting. As a kind of motion sensor, the accelerometer sensor can detect the magnitude of acceleration in various directions (generally three axes), and can detect the magnitude and direction of gravity when it is still, and can be used to identify the posture of mobile terminals (such as horizontal and vertical screen switching, related games, etc.) , magnetometer attitude calibration), vibration recognition related functions (such as pedometer, knocking), etc.; the sensor 75 can also include a fingerprint sensor, a pressure sensor, an iris sensor, a molecular sensor, a gyroscope, a barometer, a hygrometer, a thermometer, Infrared sensors, etc., will not be repeated here.
显示单元76用于显示由用户输入的信息或提供给用户的信息。显示单元76可包括显示面板761，可以采用液晶显示器(Liquid Crystal Display，LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示面板761。The display unit 76 is used to display information input by the user or information provided to the user. The display unit 76 may include a display panel 761, and the display panel 761 may be configured in the form of a liquid crystal display (Liquid Crystal Display, LCD), an organic light-emitting diode (Organic Light-Emitting Diode, OLED), or the like.
用户输入单元77可用于接收输入的数字或字符信息，以及产生与移动终端的用户设置以及功能控制有关的键信号输入。具体地，用户输入单元77包括触控面板771以及其他输入设备772。触控面板771，也称为触摸屏，可收集用户在其上或附近的触摸操作(比如用户使用手指、触笔等任何适合的物体或附件在触控面板771上或在触控面板771附近的操作)。触控面板771可包括触摸检测装置和触摸控制器两个部分。其中，触摸检测装置检测用户的触摸方位，并检测触摸操作带来的信号，将信号传送给触摸控制器；触摸控制器从触摸检测装置上接收触摸信息，并将它转换成触点坐标，再送给处理器710，接收处理器710发来的命令并加以执行。此外，可以采用电阻式、电容式、红外线以及表面声波等多种类型实现触控面板771。除了触控面板771，用户输入单元77还可以包括其他输入设备772。具体地，其他输入设备772可以包括但不限于物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆，在此不再赘述。The user input unit 77 can be used to receive input numbers or character information, and generate key signal input related to user settings and function control of the mobile terminal. Specifically, the user input unit 77 includes a touch panel 771 and other input devices 772 . The touch panel 771, also referred to as a touch screen, can collect touch operations of the user on or near it (for example, the user uses any suitable object or accessory such as a finger or a stylus on the touch panel 771 or near the touch panel 771). operate). The touch panel 771 may include two parts, a touch detection device and a touch controller. Among them, the touch detection device detects the user's touch orientation, and detects the signal brought by the touch operation, and transmits the signal to the touch controller; the touch controller receives the touch information from the touch detection device, converts it into contact coordinates, and sends it to the For the processor 710, receive the command sent by the processor 710 and execute it. In addition, the touch panel 771 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic wave. In addition to the touch panel 771 , the user input unit 77 may also include other input devices 772 . Specifically, other input devices 772 may include, but are not limited to, physical keyboards, function keys (such as volume control keys, switch keys, etc.), trackballs, mice, and joysticks, which will not be repeated here.
进一步的，触控面板771可覆盖在显示面板761上，当触控面板771检测到在其上或附近的触摸操作后，传送给处理器710以确定触摸事件的类型，随后处理器710根据触摸事件的类型在显示面板761上提供相应的视觉输出。虽然在图中，触控面板771与显示面板761是作为两个独立的部件来实现移动终端的输入和输出功能，但是在某些实施例中，可以将触控面板771与显示面板761集成而实现移动终端的输入和输出功能，具体此处不做限定。Further, the touch panel 771 can be covered on the display panel 761. When the touch panel 771 detects a touch operation on or near it, it will send it to the processor 710 to determine the type of the touch event. The type of event provides a corresponding visual output on the display panel 761 . Although in the figure, the touch panel 771 and the display panel 761 are used as two independent components to realize the input and output functions of the mobile terminal, in some embodiments, the touch panel 771 and the display panel 761 can be integrated to form Realize the input and output functions of the mobile terminal, which is not limited here.
接口单元78为外部装置与移动终端70连接的接口。例如，外部装置可以包括有线或无线头戴式耳机端口、外部电源(或电池充电器)端口、有线或无线数据端口、存储卡端口、用于连接具有识别模块的装置的端口、音频输入/输出(I/O)端口、视频I/O端口、耳机端口等等。接口单元78可以用于接收来自外部装置的输入(例如，数据信息、电力等等)并且将接收到的输入传输到移动终端70内的一个或多个元件或者可以用于在移动终端70和外部装置之间传输数据。The interface unit 78 is an interface for connecting an external device to the mobile terminal 70 . For example, an external device may include a wired or wireless headset port, an external power (or battery charger) port, a wired or wireless data port, a memory card port, a port for connecting a device with an identification module, audio input/output (I/O) ports, video I/O ports, headphone ports, and more. The interface unit 78 can be used to receive input from an external device (for example, data information, power, etc.) transfer data between devices.
存储器79可用于存储软件程序以及各种数据。存储器79可主要包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序(比如声音播放功能、图像播放功能等)等；存储数据区可存储根据手机的使用所创建的数据(比如音频数据、电话本等)等。此外，存储器79可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。The memory 79 can be used to store software programs as well as various data. The memory 79 can mainly include a program storage area and a data storage area, wherein the program storage area can store an operating system, at least one function required application program (such as a sound playback function, an image playback function, etc.) etc.; Data created by the use of mobile phones (such as audio data, phonebook, etc.), etc. In addition, the memory 79 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage devices.
处理器710是移动终端的控制中心，利用各种接口和线路连接整个移动终端的各个部分，通过运行或执行存储在存储器79内的软件程序和/或模块，以及调用存储在存储器79内的数据，执行移动终端的各种功能和处理数据，从而对移动终端进行整体监控。处理器710可包括一个或多个处理单元；优选的，处理器710可集成应用处理器和调制解调处理器，其中，应用处理器主要处理操作系统、用户界面和应用程序等，调制解调处理器主要处理无线通信。可以理解的是，上述调制解调处理器也可以不集成到处理器710中。The processor 710 is the control center of the mobile terminal, and uses various interfaces and lines to connect various parts of the entire mobile terminal, by running or executing software programs and/or modules stored in the memory 79, and calling data stored in the memory 79 , execute various functions of the mobile terminal and process data, so as to monitor the mobile terminal as a whole. The processor 710 may include one or more processing units; preferably, the processor 710 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface and application programs, etc., and the modem The processor mainly handles wireless communication. It can be understood that the foregoing modem processor may not be integrated into the processor 710 .
移动终端70还可以包括给各个部件供电的电源711(比如电池)，优选的，电源711可以通过电源管理系统与处理器710逻辑相连，从而通过电源管理系统实现管理充电、放电、以及功耗管理等功能。The mobile terminal 70 can also include a power supply 711 (such as a battery) for supplying power to various components. Preferably, the power supply 711 can be logically connected to the processor 710 through a power management system, so as to manage charging, discharging, and power consumption through the power management system. and other functions.
另外，移动终端70包括一些未示出的功能模块，在此不再赘述。In addition, the mobile terminal 70 includes some functional modules not shown, which will not be repeated here.
优选的，本发明实施例还提供一种移动终端，包括处理器710，存储器79，存储在存储器79上并可在所述处理器710上运行的计算机程序，该计算机程序被处理器110执行时实现上述应用推荐方法实施例的各个过程，且能达到相同的技术效果，为避免重复，这里不再赘述。Preferably, the embodiment of the present invention also provides a mobile terminal, including a processor 710, a memory 79, and a computer program stored on the memory 79 and operable on the processor 710. When the computer program is executed by the processor 110 Each process of the above embodiment of the application recommendation method can be realized and the same technical effect can be achieved. In order to avoid repetition, details are not repeated here.
本发明实施例还提供一种计算机可读存储介质，计算机可读存储介质上存储有计算机程序，该计算机程序被处理器执行时实现上述应用推荐方法实施例的各个过程，且能达到相同的技术效果，为避免重复，这里不再赘述。其中，所述的计算机可读存储介质，如只读存储器(Read-Only Memory，简称ROM)、随机存取存储器(Random Access Memory，简称RAM)、磁碟或者光盘等。The embodiment of the present invention also provides a computer-readable storage medium. A computer program is stored on the computer-readable storage medium. When the computer program is executed by a processor, each process of the above-mentioned application recommendation method embodiment is realized, and the same technology can be achieved. Effect, in order to avoid repetition, will not repeat them here. Wherein, the computer-readable storage medium is, for example, a read-only memory (Read-Only Memory, ROM for short), a random access memory (Random Access Memory, RAM for short), a magnetic disk or an optical disk, and the like.
本领域普通技术人员可以意识到，结合本文中所公开的实施例描述的各示例的单元及算法步骤，能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行，取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能，但是这种实现不应认为超出本发明的范围。Those skilled in the art can appreciate that the units and algorithm steps of the examples described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Skilled artisans may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present invention.
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，上述描述的系统、装置和单元的具体工作过程，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 brevity of the description, the specific working process of the above-described system, device and unit can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.
在本申请所提供的实施例中，应该理解到，所揭露的装置和方法，可以通过其它的方式实现。例如，以上所描述的装置实施例仅仅是示意性的，例如，所述单元的划分，仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式，例如多个单元或组件可以结合或者可以集成到另一个系统，或一些特征可以忽略，或不执行。另一点，所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口，装置或单元的间接耦合或通信连接，可以是电性，机械或其它的形式。In the embodiments provided in this application, it should be understood that the disclosed devices and methods may be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components can be combined or May be integrated into another system, or some features may be ignored, or not implemented. In another point, the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的，作为单元显示的部件可以是或者也可以不是物理单元，即可以位于一个地方，或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.
另外，在本发明各个实施例中的各功能单元可以集成在一个处理单元中，也可以是各个单元单独物理存在，也可以两个或两个以上单元集成在一个单元中。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit.
所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时，可以存储在一个计算机可读取存储介质中。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储介质中，包括若干指令用以使得一台计算机设备(可以是个人计算机或服务器等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括：U盘、移动硬盘、ROM、RAM、磁碟或者光盘等各种可以存储程序代码的介质。If the functions described above are realized in the form of software function units and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on this understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer or a server, etc.) execute all or part of the steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: various media capable of storing program codes such as U disk, mobile hard disk, ROM, RAM, magnetic disk or optical disk.
以上所述的是本发明的优选实施方式，应当指出对于本技术领域的普通人员来说，在不脱离本发明所述的原理前提下还可以作出若干改进和润饰，这些改进和润饰也在本发明的保护范围内。What has been described above is a preferred embodiment of the present invention. It should be pointed out that for those skilled in the art, some improvements and modifications can also be made without departing from the principles described in the present invention. within the scope of protection of the invention.
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| CN201810052792.5ACN108322523B (en) | 2018-01-19 | 2018-01-19 | Application recommendation method, server and mobile terminal |
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