技术领域technical field
本申请涉及计算机技术领域，特别是涉及一种信息推荐方法、装置、移动终端及计算机可读存储介质。The present application relates to the field of computer technology, in particular to an information recommendation method, device, mobile terminal and computer-readable storage medium.
背景技术Background technique
随着互联网的高速发展，用户在终端上浏览页面或使用应用时，通常会在页面或应用中向用户展示一些推荐信息，用户可根据需求对推荐的信息进行查看。例如，在视频页面中，可展示一些推荐的视频，在应用商店中，可展示一些推荐安装的应用等。With the rapid development of the Internet, when a user browses a page or uses an application on a terminal, some recommended information is usually displayed to the user on the page or application, and the user can view the recommended information according to requirements. For example, some recommended videos may be displayed on a video page, and some recommended applications for installation may be displayed on an application store.
发明内容Contents of the invention
本申请实施例提供一种信息推荐方法、装置、移动终端及计算机可读存储介质，可以使推荐的资源更贴合用户需求，提高用户粘度。Embodiments of the present application provide an information recommendation method, device, mobile terminal, and computer-readable storage medium, which can make recommended resources more suitable for user needs and increase user stickiness.
一种信息推荐方法，包括：A method for recommending information, comprising:
获取推荐版块的版块类型；Obtain the forum type of the recommended forum;
根据与所述版块类型对应的预设方式获取推荐资源；Acquiring recommended resources according to a preset method corresponding to the board type;
确定获取的各个推荐资源在预设时间段内的展示次数；Determine the number of impressions of each acquired recommended resource within a preset time period;
将在所述预设时间段内的展示次数小于预设阈值的推荐资源进行展示。Displaying the recommended resources whose number of impressions within the preset time period is less than a preset threshold.
一种信息推荐装置，包括：An information recommendation device, comprising:
版块类型获取模块，用于获取推荐版块的版块类型；A forum type acquisition module, used to acquire the forum type of the recommended forum;
资源获取模块，用于根据与所述版块类型对应的预设方式获取推荐资源；A resource acquisition module, configured to acquire recommended resources according to a preset method corresponding to the board type;
次数确定模块，用于确定获取的各个推荐资源在预设时间段内的展示次数；A times determination module, configured to determine the number of impressions obtained for each recommended resource within a preset time period;
展示模块，用于将在所述预设时间段内的展示次数小于预设阈值的推荐资源进行展示。A display module, configured to display recommended resources whose display times within the preset time period are less than a preset threshold.
一种移动终端，包括存储器及处理器，所述存储器中存储有计算机程序，所述计算机程序被所述处理器执行时，使得所述处理器实现如上所述的方法。A mobile terminal includes a memory and a processor, where a computer program is stored in the memory, and when the computer program is executed by the processor, the processor implements the above method.
一种计算机可读存储介质，其上存储有计算机程序，所述计算机程序被处理器执行时实现如上所述的方法。A computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the above method is implemented.
上述信息推荐方法、装置、移动终端及计算机可读存储介质，获取推荐版块的版块类型，根据与版块类型对应的预设方式获取推荐资源，确定获取的各个推荐资源在预设时间段内的展示次数，并将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，可以使推荐的资源更贴合用户需求，提高用户粘度。The above-mentioned information recommendation method, device, mobile terminal and computer-readable storage medium obtain the board type of the recommended board, obtain recommended resources according to a preset method corresponding to the board type, and determine the display of each recommended resource acquired within a preset time period The number of times, and displaying the recommended resources whose display times are less than the preset threshold within the preset time period can make the recommended resources more suitable for user needs and increase user stickiness.
附图说明Description of drawings
图1为一个实施例中移动终端的框图；Fig. 1 is a block diagram of a mobile terminal in an embodiment;
图2为一个实施例中信息推荐方法的流程示意图；Fig. 2 is a schematic flow chart of an information recommendation method in an embodiment;
图3为一个实施例中页面包含的推荐版块示意图；FIG. 3 is a schematic diagram of recommended sections contained in a page in an embodiment;
图4为一个实施例中根据与版块类型对应的预设方式获取推荐资源的流程示意图；FIG. 4 is a schematic flow diagram of obtaining recommended resources according to a preset method corresponding to a board type in an embodiment;
图5为另一个实施例中根据与版块类型对应的预设方式获取推荐资源的流程示意图；FIG. 5 is a schematic flow diagram of obtaining recommended resources according to a preset method corresponding to a board type in another embodiment;
图6为一个实施例中对推荐资源添加隐藏标签的流程示意图；FIG. 6 is a schematic flow diagram of adding hidden tags to recommended resources in an embodiment;
图7为一个实施例中信息推荐装置的框图；Fig. 7 is a block diagram of an information recommendation device in an embodiment;
图8为另一个实施例中移动终端的框图。Fig. 8 is a block diagram of a mobile terminal in another embodiment.
具体实施方式Detailed ways
为了使本申请的目的、技术方案及优点更加清楚明白，以下结合附图及实施例，对本申请进行进一步详细说明。应当理解，此处所描述的具体实施例仅用以解释本申请，并不用于限定本申请。In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.
可以理解，本申请所使用的术语“第一”、“第二”等可在本文中用于描述各种元件，但这些元件不受这些术语限制。这些术语仅用于将第一个元件与另一个元件区分。举例来说，在不脱离本申请的范围的情况下，可以将第一客户端称为第二客户端，且类似地，可将第二客户端称为第一客户端。第一客户端和第二客户端两者都是客户端，但其不是同一客户端。It can be understood that the terms "first", "second" and the like used in this application may be used to describe various elements herein, but these elements are not limited by these terms. These terms are only used to distinguish one element from another element. For example, a first client could be termed a second client, and, similarly, a second client could be termed a first client, without departing from the scope of the present application. Both the first client and the second client are clients, but they are not the same client.
图1为一个实施例中上述移动终端的框图。如图1所示，该移动终端包括通过系统总线连接的处理器、存储器、网络接口、显示屏和输入装置。其中，存储器可包括非易失性存储介质及处理器。移动终端的非易失性存储介质存储有操作系统及计算机程序，该计算机程序被处理器执行时以实现本申请实施例中提供的一种信息推荐方法。该处理器用于提供计算和控制能力，支撑整个移动终端的运行。移动终端中的内存储器为非易失性存储介质中的计算机程序的运行提供环境。该移动终端的网络接口用于据以与外部的服务器通过网络连接通信，比如从服务器获取推荐资源等。移动终端的显示屏可以是液晶显示屏或者电子墨水显示屏等，输入装置可以是显示屏上覆盖的触摸层，也可以是移动终端外壳上设置的按键、轨迹球或触控板，也可以是外接的键盘、触控板或鼠标等。该移动终端可以是手机、平板电脑或者个人数字助理或穿戴式设备等。本领域技术人员可以理解，图1中示出的结构，仅仅是与本申请方案相关的部分结构的框图，并不构成对本申请方案所应用于其上的移动终端的限定，具体的移动终端可以包括比图中所示更多或更少的部件，或者组合某些部件，或者具有不同的部件布置。FIG. 1 is a block diagram of the mobile terminal described above in one embodiment. As shown in FIG. 1 , the mobile terminal includes a processor, a memory, a network interface, a display screen and an input device connected through a system bus. Wherein, the memory may include a non-volatile storage medium and a processor. The non-volatile storage medium of the mobile terminal stores an operating system and a computer program, and when the computer program is executed by a processor, an information recommendation method provided in an embodiment of the present application is implemented. The processor is used to provide computing and control capabilities to support the operation of the entire mobile terminal. The internal memory in the mobile terminal provides an environment for running computer programs in the non-volatile storage medium. The network interface of the mobile terminal is used to communicate with an external server through a network connection, such as obtaining recommended resources from the server. The display screen of the mobile terminal can be a liquid crystal display screen or an electronic ink display screen, etc., and the input device can be a touch layer covered on the display screen, or a button, a trackball or a touch pad provided on the mobile terminal shell, or a External keyboard, touchpad or mouse etc. The mobile terminal may be a mobile phone, a tablet computer, a personal digital assistant, or a wearable device. Those skilled in the art can understand that the structure shown in Figure 1 is only a block diagram of a partial structure related to the solution of this application, and does not constitute a limitation on the mobile terminal to which the solution of this application is applied. The specific mobile terminal can be More or fewer components than shown in the figures may be included, or some components may be combined, or have a different arrangement of components.
如图2所示，在一个实施例中，提供一种信息推荐方法，包括以下步骤：As shown in Figure 2, in one embodiment, a method for recommending information is provided, comprising the following steps:
步骤210，获取推荐版块的版块类型。Step 210, acquiring the type of the recommended board.
当用户通过移动终端浏览页面或启动应用进行使用时，移动终端可在展示的页面中展示推荐资源，其中，推荐资源可包括但不限于文字资源、图片资源、音视频资源等。当移动终端跳转至即将进行展示的页面时，可先检测该页面中是否包含推荐版块，可选地，推荐版块可携带有推荐标签，当移动终端检测到页面中存在携带有推荐标签的版块时，可确定该版块为推荐版块。When a user browses a page or starts an application through a mobile terminal, the mobile terminal may display recommended resources on the displayed page, wherein the recommended resources may include but not limited to text resources, picture resources, audio and video resources, and the like. When the mobile terminal jumps to the page to be displayed, it can first detect whether the page contains a recommended section. Optionally, the recommended section can carry a recommended label. When the mobile terminal detects that there is a section carrying the recommended label in the page , it can be determined that the section is a recommended section.
当移动终端检测到页面中包含推荐版块时，可获取各个推荐版块的版块类型，版块类型可包括热门版块、搜索版块、喜好版块等中的一种或多种，其中，热门版块可用于推荐受大众用户欢迎的资源，搜索版块可用于推荐与用户输入的搜索关键字匹配的资源，喜好版块可用于推荐与当前用户的喜好对应的资源等。可选地，移动终端可获取页面中各个推荐版块的版块标识，根据版块标识获取推荐版块的版块类型，其中，版块标识可由数字、字母及字符等中的一种或多种组成。版块标识中可包含类型标志位，不同版块类型可对应不同的类型标志位，例如，热门版块对应的类型标志位为1，喜欢版块对应的类型标志位为2等，但不限于此。移动终端可从版块标识中读取类型标志位，并根据类型标志位确定版块类型。When the mobile terminal detects that the page contains recommended sections, it can obtain the section types of each recommended section. Resources popular with the general public, the search section can be used to recommend resources that match the search keywords entered by the user, and the preferences section can be used to recommend resources corresponding to the preferences of the current user. Optionally, the mobile terminal can obtain the board identification of each recommended board in the page, and obtain the board type of the recommended board according to the board logo, wherein the board logo can be composed of one or more of numbers, letters and characters. The board identification may include a type flag, and different board types may correspond to different type flags, for example, the type flag corresponding to the popular board is 1, and the type flag corresponding to the favorite board is 2, etc., but not limited thereto. The mobile terminal can read the type flag bit from the block identifier, and determine the block type according to the type flag bit.
可选地，页面中可包含一个或多个推荐版块，不同的推荐版块可对应不同的版块类型，不同的推荐版块可位于页面不同的展示位置，也可具备不同的展示样式。Optionally, the page may contain one or more recommended sections, and different recommended sections may correspond to different section types, and different recommended sections may be located at different display positions on the page, and may also have different display styles.
图3为一个实施例中页面包含的推荐版块示意图。如图3所示，页面中可包含有搜索框310、喜好版块320及热门版块330，其中，喜好版块320位于搜索框310的下方，而热门版块则位于喜好版块320的右下侧。当用户在搜索框310中输入搜索字键字时，可通过下拉等方式弹出搜索版块312，当搜索版块312弹出时可覆盖在喜好版块320上。可以理解地，页面中推荐版块的展示位置及展示样式等并不仅限于图3所示的方式，也可以是其他方式，页面中可包括比图3更多或更少的推荐版块，在此不作限定。Fig. 3 is a schematic diagram of recommended sections contained in a page in an embodiment. As shown in FIG. 3 , the page may include a search box 310 , a favorite section 320 and a popular section 330 , wherein the favorite section 320 is located below the search box 310 , and the popular section is located at the lower right side of the favorite section 320 . When the user inputs a search word in the search box 310, the search block 312 can be popped up by means of pull-down or the like, and when the search block 312 pops up, it can be overlaid on the favorite block 320. It can be understood that the display position and display style of the recommended sections on the page are not limited to the method shown in Figure 3, and can also be in other ways. The page can include more or less recommended sections than in Figure 3, which will not be described here limited.
步骤220，根据与版块类型对应的预设方式获取推荐资源。Step 220, acquire recommended resources according to a preset method corresponding to the board type.
移动终端可根据推荐版块的版块类型获取预设的推荐资源获取方式，并根据预育婴的推荐资源获取方式获取推荐资源。不同版块类型可对应不同的推荐资源获取方式，例如，喜好版块可通过统计当前用户在一定时间内的搜索关键词确定当前用户在近段时间的关注点，并获取与该关注点匹配的推荐资源；热门版块可根据各个资源在大众用户的浏览量、点击量和/或下载量等确定热门资源，并将热门资源进行推荐展示等，但不限于此。不同版块类型对应的推荐资源获取方式可根据实际需求进行设定。The mobile terminal can acquire the preset recommended resource acquisition method according to the recommended section type, and acquire the recommended resource according to the recommended resource acquisition method for the pre-parenting baby. Different board types can correspond to different methods of obtaining recommended resources. For example, the favorite board can determine the current user's focus in the recent period by counting the current user's search keywords within a certain period of time, and obtain recommended resources that match the focus. ; The popular section can determine popular resources based on the number of views, clicks and/or downloads of each resource among general users, and recommend and display popular resources, but is not limited to this. The recommended resource acquisition methods corresponding to different board types can be set according to actual needs.
移动终端可根据与推荐版块的版块类型对应的推荐资源获取方式获取推荐资源，可选地，移动终端可根据与版块类型对应的预设方式从服务器的数据库中获取推荐资源，也可将所有的资源缓存在本地的资源库中，从资源库中直接获取推荐资源。The mobile terminal can obtain the recommended resources according to the recommended resource acquisition method corresponding to the type of the recommended board. Optionally, the mobile terminal can obtain the recommended resources from the database of the server according to the preset method corresponding to the type of the recommended board. Resources are cached in the local resource library, and recommended resources are obtained directly from the resource library.
步骤230，确定获取的各个推荐资源在预设时间段内的展示次数。Step 230, determining the display times of each acquired recommended resource within a preset time period.
移动终端获取推荐资源后，可根据推荐资源的资源标识确定各个推荐资源在预设时间段内的展示次数，其中，资源标识可由数字、字符及字母等中的一种或多种组成，用于唯一标识资源，预设时间段可根据需求进行设置，例如，1个月内、3星期内、20天内等。推荐资源在预设时间段内的展示次数指的是推荐资源通过当前的移动终端向用户展示的次数，可不仅包括在该推荐版块的展示次数，还可包括在其他推荐版块的展示次数及在其他页面的展示次数等。After the mobile terminal obtains the recommended resources, it can determine the display times of each recommended resource within a preset time period according to the resource identifier of the recommended resource. Uniquely identify resources, and the preset time period can be set according to requirements, for example, within 1 month, within 3 weeks, within 20 days, etc. The number of impressions of recommended resources within a preset time period refers to the number of times that recommended resources are displayed to users through the current mobile terminal, which may include not only the number of impressions in this recommended section, but also the number of impressions in other recommended sections and in impressions for other pages, etc.
步骤240，将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示。Step 240, displaying recommended resources whose display times within a preset time period are less than a preset threshold.
移动终端可将推荐资源在预设时间段内的展示次数与预设阈值进行比较，当推荐资源在预设时间段内的展示次数大于或等于预设阈值时，可说明该推荐资源的展示次数较多，若是持续展示，可能造成推荐版块的浪费，无法向用户展示更具吸引力的推荐资源。移动终端可不对在预设时间段内的展示次数大于或等于预设阈值的推荐资源进行展示，可获取预设时间段内的展示次数小于预设阈值的推荐资源，并在推荐版块中展示在预设时间段内的展示次数小于预设阈值的推荐资源。The mobile terminal can compare the number of impressions of the recommended resource within the preset time period with the preset threshold, and when the number of impressions of the recommended resource within the preset time period is greater than or equal to the preset threshold, it can indicate the number of impressions of the recommended resource More, if it is continuously displayed, it may cause a waste of recommended sections, and it will not be possible to display more attractive recommended resources to users. The mobile terminal does not need to display the recommended resources whose display times are greater than or equal to the preset threshold within the preset time period, and can obtain the recommended resources whose display times are less than the preset threshold within the preset time period, and display them in the recommended section Recommended resources whose number of impressions within a preset time period is less than a preset threshold.
在本实施例中，获取推荐版块的版块类型，根据与版块类型对应的预设方式获取推荐资源，确定获取的各个推荐资源在预设时间段内的展示次数，并将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，可以使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the section type of the recommended section is acquired, the recommended resource is acquired according to the preset method corresponding to the section type, the display times of each acquired recommended resource within the preset time period are determined, and the Displaying recommended resources whose number of impressions is less than the preset threshold can make the recommended resources more suitable for user needs and increase user stickiness.
如图4所示，在一个实施例中，步骤220根据与版块类型对应的预设方式获取推荐资源，包括以下步骤：As shown in FIG. 4 , in one embodiment, step 220 acquires recommended resources according to a preset method corresponding to the board type, including the following steps:
步骤402，当版块类型为第一类型时，获取用户行为习惯数据。Step 402, when the board type is the first type, acquire user behavior habit data.
若推荐版块的版块类型为第一类型，该第一类型可以是喜好版块等，移动终端可获取用户行为习惯数据，该用户行为习惯数据中可记录有用户的历史操作、操作时刻、操作内容等数据。可选地，用户行为习惯数据可以是用户对移动终端的行为习惯数据，可包括用户在移动终端上使用的应用、使用时长、使用频率等数据。用户行为习惯数据也可以是用户在页面所属的网站或应用中的行为习惯数据，可包括用户在该网站或应用中浏览的内容、搜索的内容等数据。If the board type of the recommended board is the first type, the first type can be a favorite board, etc., and the mobile terminal can obtain user behavior habit data, which can record the user's historical operations, operation time, operation content, etc. data. Optionally, the user's behavior habit data may be the user's behavior habit data on the mobile terminal, which may include data such as the applications used by the user on the mobile terminal, the duration of use, and the frequency of use. The user behavior habit data may also be the behavior habit data of the user in the website or application to which the page belongs, and may include data such as content browsed and searched by the user in the website or application.
步骤404，通过预设的分析模型对用户行为习惯数据进行分析，确定用户属性。Step 404, analyze user behavior habit data through a preset analysis model, and determine user attributes.
移动终端可通过预设的分析模型对用户行为习惯数据进行分析，分析模型可提取用户行为习惯数据的行为特征，通过对行为特征的分析，可确定用户属性。可选地，分析模型可根据行为特征添加一个或多个用户标签，移动终端可根据用户标签确定用户属性。例如，分析模型提取的行为特征包括1天玩游戏5小时、每天都玩游戏、玩的游戏属于网络游戏，则分析模型可添加游戏爱好者、重度玩游戏、网络游戏等标签，则移动终端根据用户标签可确定用户属性为重度游戏爱好者，喜欢网络游戏等。The mobile terminal can analyze the user behavior habit data through the preset analysis model, and the analysis model can extract the behavior characteristics of the user behavior habit data, and through the analysis of the behavior characteristics, the user attributes can be determined. Optionally, the analysis model can add one or more user tags according to the behavior characteristics, and the mobile terminal can determine user attributes according to the user tags. For example, if the behavioral features extracted by the analysis model include playing games for 5 hours a day, playing games every day, and playing games belonging to online games, then the analysis model can add tags such as game lovers, heavy gamers, and online games, and the mobile terminal will be based on The user tag can determine that the user attribute is a serious game lover, likes online games, and so on.
在一个实施例中，分析模型可通过机器深度学习进行构建，可采集大量的用户行为习惯数据作为样本，并在样本中对用户添加相应的用户标签，可将样本导入分析模型，分析模型可对带有用户标签的样本进行学习构建。In one embodiment, the analysis model can be constructed through machine deep learning, and a large amount of user behavior habit data can be collected as samples, and corresponding user tags can be added to the users in the samples, and the samples can be imported into the analysis model, and the analysis model can Samples with user labels for learning construction.
步骤406，获取与用户属性匹配的推荐资源。Step 406, acquiring recommended resources matching user attributes.
移动终端可根据用户属性获取与用户属性匹配的推荐资源，可选地，每个资源具有对应的资源类型，移动终端可选取资源类型与用户属性匹配的资源作为推荐资源。例如，用户属性为重度游戏爱好者，则可选取资源类型为游戏的资源作为推荐资源，进一步地，若用户属性为重度游戏爱好者，且喜欢网络游戏，则可获取资源类型为网络游戏的资源作为推荐资源；用户属性为年轻妈妈，则可选取资源类型为育儿的资源作为推荐资源；用户属性为理财达人，则可选取资源类型为金融类型的资源作为推荐资源等，但不限于此。The mobile terminal can obtain recommended resources matching the user attributes according to the user attributes. Optionally, each resource has a corresponding resource type, and the mobile terminal can select resources whose resource types match the user attributes as recommended resources. For example, if the user attribute is a heavy game lover, then the resource type is a game resource can be selected as the recommended resource. Further, if the user attribute is a heavy game lover and likes online games, then the resource type can be obtained. As a recommended resource; if the user attribute is a young mother, resources whose resource type is parenting can be selected as recommended resources; if the user attribute is a financial expert, resources whose resource type is financial can be selected as recommended resources, etc., but not limited to this.
在本实施例中，可根据用户行为习惯数据确定用户属性，并获取与用户属性匹配的推荐资源，可使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, user attributes can be determined according to user behavior data, and recommended resources matching user attributes can be obtained, which can make recommended resources more suitable for user needs and increase user stickiness.
在一个实施例中，步骤220根据与版块类型对应的预设方式获取推荐资源，包括以下步骤：In one embodiment, step 220 acquires recommended resources according to a preset method corresponding to the board type, including the following steps:
步骤502，当版块类型为第二类型时，从资源库中获取各个资源的浏览次数和/或下载次数。Step 502, when the board type is the second type, the number of views and/or download times of each resource is obtained from the resource library.
若推荐版块的版块类型为第二类型，该第二类型可以是热门类型等，移动终端可从资源库中获取各个资源在大众用户的浏览次数和/或下载次数，并根据浏览次数和/或下载次数确定各个资源的热门程度。可选地，移动终端可获取各个资源在一定时间段内的浏览次数和/或下载次数，例如，可获取各个资源在3个月内的浏览次数和/或下载次数，或是各个资源在1个月内的浏览次数和/或下载次数等。If the block type of the recommended block is the second type, the second type can be a popular type, etc., the mobile terminal can obtain the number of views and/or downloads of each resource from the resource library among the general users, and based on the number of views and/or The number of downloads determines the popularity of each resource. Optionally, the mobile terminal can obtain the number of views and/or downloads of each resource within a certain period of time, for example, the number of views and/or downloads of each resource within 3 months can be obtained, or the number of views and/or downloads of each resource within 1 Views and/or downloads etc. within a month.
步骤504，根据浏览次数和/或下载次数确定各个资源的热门程度，并根据热门程度获取预设数量的推荐资源。In step 504, the popularity of each resource is determined according to the number of views and/or downloads, and a preset number of recommended resources are obtained according to the popularity.
移动终端可根据获取的各个资源的浏览次数和/或下载次数确定各个资源的热门程度。可选地，移动终端预先建立浏览次数和/或下载次数与热门程度的对应关系，获取各个资源的浏览次数和/或下载次数后，可根据预先建立的对应关系确定热门程度。在一个实施例中，对应关系可以是具体的关系式，比如下载次数可与热门程度可以是正相关的线性关系，下载次数越多，热门程度可越高。对应关系还可以是区间对应关系，移动终端可预先划分浏览次数或下载次数的数值区间，不同的数值区间可对应不同的数值范围。比如，可将浏览次数划分为5个数值区间，包括小于一千次，一千次至一万次，一万次至二十万次，二十万次至五十万次，五十万次以上等，但不限于此，每个数值区间可对应不同的热门程度。可选地，当移动终端获取各个资源的浏览次数和下载次数后，可先分别根据浏览次数及下载次数确定对应的热门程度，再通过预设的权重进行加权和，得到最终的热门程序等。The mobile terminal can determine the popularity of each resource according to the acquired browsing times and/or download times of each resource. Optionally, the mobile terminal pre-establishes the corresponding relationship between browsing times and/or downloading times and popularity, and after acquiring the browsing times and/or downloading times of each resource, the popularity can be determined according to the pre-established corresponding relationship. In an embodiment, the corresponding relationship may be a specific relational expression, for example, the number of downloads may be positively correlated with the degree of popularity, and the more times of downloads, the higher the degree of popularity may be. The corresponding relationship may also be an interval corresponding relationship, the mobile terminal may pre-divide the numerical intervals of the browsing times or the downloading times, and different numerical intervals may correspond to different numerical ranges. For example, the number of views can be divided into 5 numerical ranges, including less than 1,000, 1,000 to 10,000, 10,000 to 200,000, 200,000 to 500,000, and 500,000 The above and so on, but not limited thereto, each numerical range may correspond to a different degree of popularity. Optionally, after the mobile terminal obtains the browsing times and downloading times of each resource, it can first determine the corresponding popularity according to the browsing times and downloading times respectively, and then carry out weighted sum by preset weights to obtain the final popular programs and the like.
移动终端可根据各个资源的热门程度获取推荐资源，可将热门程度大于预设程度的资源选取为推荐资源。The mobile terminal can obtain recommended resources according to the popularity of each resource, and can select resources whose popularity is greater than a preset degree as recommended resources.
可以理解地，移动终端获取推荐资源的方式并不仅限于上述几种方式。例如，若版块类型为第三类型，第三类型可以是搜索版块等，移动终端可获取用户输入的搜索关键字，并获取与搜索关键字匹配的资源。移动终端可获取用户行为习惯数据，可通过预设的分析模型对用户行为习惯数据进行分析，确定用户属性。移动终端可根据用户属性确定与搜索关键字匹配的各个资源的用户喜爱程度，并根据用户喜爱程度从中选取推荐资源。进一步地，移动终端还可在搜索版块中按照用户喜爱程度从大至少进行排列展示。但不限于此，也可以是其他方式获取推荐资源。It can be understood that the ways for the mobile terminal to obtain recommended resources are not limited to the above-mentioned ways. For example, if the board type is the third type, and the third type may be a search board, etc., the mobile terminal may obtain the search keyword input by the user, and obtain resources matching the search keyword. The mobile terminal can obtain user behavior habit data, and can analyze the user behavior habit data through a preset analysis model to determine user attributes. The mobile terminal can determine the user's favorite degree of each resource matching the search keyword according to the user's attribute, and select recommended resources according to the user's favorite degree. Furthermore, the mobile terminals can also be arranged and displayed in the search section according to the degree of user preference, from the largest to the smallest. But it is not limited to this, and the recommended resources may also be acquired in other ways.
在本实施例中，可根据各个资源的浏览次数和/或下载次数确定资源的热门程度，并根据热门程度选取推荐资源，可使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the popularity of each resource can be determined according to the number of views and/or downloads of each resource, and recommended resources can be selected according to the popularity, so that the recommended resources can better meet user needs and increase user stickiness.
在一个实施例中，步骤240将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，包括：确定在预设时间段内的展示次数小于预设阈值的推荐资源，按照展示次数从小到大对确定的推荐资源进行排列，并将排列在前第一预设位的推荐资源进行展示。In one embodiment, step 240 displays the recommended resources whose display times within the preset time period are less than the preset threshold, including: determining the recommended resources whose display times within the preset time period are less than the preset threshold, and displaying the recommended resources according to the display The determined recommended resources are arranged in ascending order of frequency, and the recommended resources arranged in the first preset position are displayed.
移动终端根据与推荐版块的版块类型对应的预设方式获取推荐资源，可获取各个推荐资源在预设时间段内的展示次数，并确定在预设时间段内的展示次数小于预设阈值的推荐资源。移动终端可按照展示次数从小到大，对展示次数小于预设阈值的推荐资源进行排列，并将排列在前第一预设位的推荐资源进行展示，其中，第一预设位可根据需求进行设定，例如，可将排列在前5位的推荐资源进行展示，或是将排列在前6位的推荐资源进行展示、将排列在前10位的推荐资源进行展示等。The mobile terminal obtains the recommended resources according to the preset method corresponding to the recommended section type, obtains the number of impressions of each recommended resource within the preset time period, and determines the recommended resources whose number of impressions within the preset time period is less than the preset threshold resource. The mobile terminal can arrange the recommended resources with the number of impressions less than the preset threshold in ascending order of the number of impressions, and display the recommended resources in the first preset position, where the first preset position can be adjusted according to the needs Setting, for example, may display the top 5 recommended resources, or display the top 6 recommended resources, display the top 10 recommended resources, and so on.
在本实施例中，将展示次数较少的推荐资源优先进行展示，可提高推荐模板的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, displaying recommended resources with fewer times of presentations is prioritized, which can improve the use efficiency of recommended templates, make recommended resources more suitable for user needs, and increase user stickiness.
在一个实施例中，步骤240将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，包括：获取各个推荐资源最近一次的展示时刻，并根据展示时刻及当前时刻计算展示时间间隔，将在预设时间段内的展示次数小于预设阈值的推荐资源按照展示时间间隔从大到小进行排列，并将排列在前第二预设位的推荐资源进行展示。In one embodiment, step 240 displays the recommended resources whose display times within the preset time period are less than the preset threshold, including: obtaining the latest display time of each recommended resource, and calculating the display time according to the display time and the current time Interval, arrange the recommended resources with the number of impressions less than the preset threshold within the preset time period in descending order according to the display time interval, and display the recommended resources in the first second preset position.
移动终端根据与推荐版块的版块类型对应的预设方式获取推荐资源，可获取各个推荐资源最近一次的展示时刻，并根据各个推荐资源最近一次的展示时刻及当前时刻计算对应推荐资源的展示时间间隔。移动终端确定在预设时间段内的展示次数小于预设阈值的推荐资源后，可将确定的推荐资源按照展示时间间隔从大到小进行排列，并将排列在前第二预设位的推荐资源进行展示。第二预设位可根据需求进行设定，例如，可将排列在前3位的推荐资源进行展示，或是将排列在前5位的推荐资源进行展示、将排列在前10位的推荐资源进行展示等。The mobile terminal obtains the recommended resources according to the preset method corresponding to the recommended block type, and can obtain the latest display time of each recommended resource, and calculate the display time interval of the corresponding recommended resource according to the latest display time and the current time of each recommended resource . After the mobile terminal determines the recommended resources whose number of impressions within the preset time period is less than the preset threshold, it can arrange the determined recommended resources according to the display time interval from large to small, and arrange the recommended resources at the second preset position in the front resources to display. The second preset position can be set according to requirements. For example, the top 3 recommended resources can be displayed, or the top 5 recommended resources can be displayed, and the top 10 recommended resources can be displayed. display etc.
可以理解地，移动终端也可采用其他方式展示推荐资源，例如可按照推荐资源的热门程度从大到小进行展示，或是按照用户喜爱程度等进行展示等。Understandably, the mobile terminal may also display recommended resources in other ways, such as displaying recommended resources in descending order of popularity, or displaying according to user preference.
在本实施例中，将最近一次的展示时间间隔较长的推荐资源优先进行展示，可提高推荐模板的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, prioritizing the display of recommended resources with a longer time interval for the latest display can improve the efficiency of using the recommended template, make the recommended resources more suitable for user needs, and increase user stickiness.
如图6所示，在一个实施例中，在步骤230确定获取的各个推荐资源在预设时间段内的展示次数，包括以下步骤：As shown in FIG. 6 , in one embodiment, in step 230, determining the display times of each recommended resource obtained within a preset time period includes the following steps:
步骤602，提取在预设时间段内的展示次数大于或等于预设阈值的推荐资源，并在提取的推荐资源中添加隐藏标签及隐藏时间段。Step 602 , extract recommended resources whose display times within a preset time period are greater than or equal to a preset threshold, and add hidden labels and hidden time periods to the extracted recommended resources.
移动终端根据与推荐版块的版块类型对应的预设方式获取推荐资源后，可从中提取在预设时间段内的展示次数大于或等于预设阈值的推荐资源。移动终端可先检测提取的各个推荐资源是否携带有隐藏标签，若提取的推荐资源没有携带隐藏标签，则移动终端可在该推荐资源中添加隐藏标签及隐藏时间段。隐藏时间段可根据实际需求进行设定，可包含隐藏的起始时刻及结束时刻，其中，隐藏的起始时刻可以是添加隐藏标签的时刻，结束时间可将起始时刻加上预设的时间段得到，比如，预设的时间段可以是30天，起始时刻为2017年11月1日，则结束时刻为2017年12月1日等。After the mobile terminal acquires recommended resources according to a preset method corresponding to the recommended section type, it can extract recommended resources whose display times within a preset time period are greater than or equal to a preset threshold. The mobile terminal may first detect whether each extracted recommended resource carries a hidden tag, and if the extracted recommended resource does not carry a hidden tag, the mobile terminal may add a hidden tag and a hidden time period to the recommended resource. The hidden time period can be set according to actual needs, and can include the hidden start time and end time. The hidden start time can be the time when the hidden label is added, and the end time can be the start time plus the preset time For example, the preset time period can be 30 days, the start time is November 1, 2017, and the end time is December 1, 2017.
步骤604，对携带有隐藏标签的推荐资源在对应的隐藏时间段内不进行展示。Step 604, do not display the recommended resource carrying the hidden tag within the corresponding hidden time period.
当移动终端每次获取推荐资源，并从中确定了在预设时间段内的展示次数小于预设阈值的推荐资源后，在进行展示之前，可先检测在预设时间段内的展示次数小于预设阈值的推荐资源是否携带有隐藏标签，若携带有隐藏标签，可进一步检测当前时刻是否处于对应的隐藏时间段。若推荐资源携带有隐藏标签，且当前时刻处于对应的隐藏时间段，移动终端可对该推荐资源不进行展示。When the mobile terminal acquires recommended resources each time and determines the recommended resources whose display times are less than the preset threshold within the preset time period, before displaying them, it can first detect that the number of impressions within the preset time period is less than the preset threshold. Whether the recommended resource with the threshold value carries a hidden tag, if it carries a hidden tag, can further detect whether the current moment is in the corresponding hidden time period. If the recommended resource carries a hidden tag, and the current moment is in a corresponding hidden time period, the mobile terminal may not display the recommended resource.
在一个实施例中，当携带有隐藏标签的推荐资源超过对应的隐藏时间段时，移动终端可取消推荐资源的隐藏标签，进一步地，当携带有隐藏标签的推荐资源超过隐藏的结束时刻时，移动终端可取消推荐资源的隐藏标签。可选地，移动终端可每隔固定的时间段检测资源库中是否有携带有隐藏标签的资源超过对应的隐藏时间段，并取消超过对应隐藏时间段的资源携带的隐藏标签，可同时取消该资源的隐藏时间段。可选地，移动终端也可在根据与推荐版块的版块类型对应的预设方式获取推荐资源后，检测是否有携带有隐藏标签的推荐资源超过对应的隐藏时间段，可取消超过对应隐藏时间段的推荐资源携带的隐藏标签。In one embodiment, when the recommended resource carrying the hidden tag exceeds the corresponding hidden time period, the mobile terminal can cancel the hidden tag of the recommended resource, further, when the recommended resource carrying the hidden tag exceeds the end time of hiding, The mobile terminal can cancel the hidden label of the recommended resource. Optionally, the mobile terminal can detect at regular intervals whether there are resources carrying hidden tags in the resource library that exceed the corresponding hidden time period, and cancel the hidden tags carried by the resources that exceed the corresponding hidden time period, and cancel the hidden tags at the same time The hidden time period for the resource. Optionally, after the mobile terminal acquires recommended resources according to the preset method corresponding to the recommended board type, it can detect whether any recommended resources with hidden tags exceed the corresponding hidden time period, and can cancel the corresponding hidden time period. The hidden label carried by the recommendation resource of .
在本实施例中，可对在预设时间段内的展示次数大于或等于预设阈值的推荐资源不进行展示，可提高推荐版块的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the recommended resources whose display times are greater than or equal to the preset threshold within the preset time period can not be displayed, which can improve the use efficiency of the recommended section, make the recommended resources more suitable for user needs, and improve the user experience. viscosity.
在一个实施例中，提供一种信息推荐方法，包括以下步骤：In one embodiment, a method for recommending information is provided, comprising the following steps:
步骤(1)，获取推荐版块的版块类型。In step (1), the type of the recommended forum is acquired.
步骤(2)，根据与版块类型对应的预设方式获取推荐资源。In step (2), the recommended resource is obtained according to a preset method corresponding to the type of the board.
可选地，步骤(2)，包括：当版块类型为第一类型时，获取用户行为习惯数据；通过预设的分析模型对用户行为习惯数据进行分析，确定用户属性；获取与用户属性匹配的推荐资源。Optionally, step (2) includes: when the board type is the first type, obtaining user behavior habit data; analyzing user behavior habit data through a preset analysis model to determine user attributes; obtaining user attributes matching Recommended resources.
可选地，步骤(2)，包括：当版块类型为第二类型时，从资源库中获取各个资源的浏览次数和/或下载次数；根据浏览次数和/或下载次数确定各个资源的热门程度，并根据热门程度获取预设数量的推荐资源。Optionally, step (2) includes: when the board type is the second type, obtaining the number of views and/or downloads of each resource from the resource library; determining the popularity of each resource according to the number of views and/or downloads , and obtain a preset number of recommended resources according to popularity.
步骤(3)，确定获取的各个推荐资源在预设时间段内的展示次数。Step (3), determining the display times of each acquired recommended resource within a preset time period.
步骤(4)，将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示。Step (4), displaying recommended resources whose display times within a preset time period are less than a preset threshold.
可选地，步骤(4)，包括：确定在预设时间段内的展示次数小于预设阈值的推荐资源；按照展示次数从小到大对确定的推荐资源进行排列，并将排列在前第一预设位的推荐资源进行展示。Optionally, step (4) includes: determining recommended resources whose number of impressions within a preset time period is less than a preset threshold; sorting the determined recommended resources according to the number of impressions from small to large, and ranking them first Preset recommended resources for display.
可选地，步骤(4)，包括：获取各个推荐资源最近一次的展示时刻，并根据展示时刻及当前时刻计算展示时间间隔；将在预设时间段内的展示次数小于预设阈值的推荐资源按照展示时间间隔从大到小进行排列，并将排列在前第二预设位的推荐资源进行展示。Optionally, step (4) includes: obtaining the latest display moment of each recommended resource, and calculating the display time interval according to the display moment and the current moment; Arrange according to the display time interval from largest to smallest, and display the recommended resources in the first second preset position.
可选地，在步骤(3)之后，还包括：提取在预设时间段内的展示次数大于或等于预设阈值的推荐资源，并在提取的推荐资源中添加隐藏标签及隐藏时间段；对携带有隐藏标签的推荐资源在对应的隐藏时间段内不进行展示。Optionally, after step (3), it also includes: extracting recommended resources whose number of impressions within a preset time period is greater than or equal to a preset threshold, and adding a hidden label and a hidden time period to the extracted recommended resources; Recommended resources with hidden tags will not be displayed during the corresponding hidden time period.
可选地，当携带有隐藏标签的推荐资源超过对应的隐藏时间段时，取消推荐资源的隐藏标签。Optionally, when the recommended resource carrying the hidden tag exceeds the corresponding hidden time period, the hidden tag of the recommended resource is canceled.
在本实施例中，获取推荐版块的版块类型，根据与版块类型对应的预设方式获取推荐资源，确定获取的各个推荐资源在预设时间段内的展示次数，并将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，可以使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the section type of the recommended section is acquired, the recommended resource is acquired according to the preset method corresponding to the section type, the display times of each acquired recommended resource within the preset time period are determined, and the Displaying recommended resources whose number of impressions is less than the preset threshold can make the recommended resources more suitable for user needs and increase user stickiness.
如图7所示，在一个实施例中，提供一种信息推荐装置700，包括版块类型获取模块710、资源获取模块720、次数确定模块730及展示模块740。As shown in FIG. 7 , in one embodiment, an information recommendation device 700 is provided, including a forum type acquisition module 710 , a resource acquisition module 720 , a times determination module 730 and a display module 740 .
版块类型获取模块710，用于获取推荐版块的版块类型。The board type obtaining module 710 is configured to obtain the board type of the recommended board.
资源获取模块720，用于根据与版块类型对应的预设方式获取推荐资源。The resource acquisition module 720 is configured to acquire recommended resources according to a preset method corresponding to the board type.
次数确定模块730，用于确定获取的各个推荐资源在预设时间段内的展示次数。The number of times determination module 730 is configured to determine the number of impressions of each acquired recommended resource within a preset time period.
展示模块740，用于将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示。The display module 740 is configured to display recommended resources whose display times within a preset time period are less than a preset threshold.
在本实施例中，获取推荐版块的版块类型，根据与版块类型对应的预设方式获取推荐资源，确定获取的各个推荐资源在预设时间段内的展示次数，并将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示，可以使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the section type of the recommended section is acquired, the recommended resource is acquired according to the preset method corresponding to the section type, the display times of each acquired recommended resource within the preset time period are determined, and the Displaying recommended resources whose number of impressions is less than the preset threshold can make the recommended resources more suitable for user needs and increase user stickiness.
在一个实施例中，资源获取模块720，包括行为获取单元、属性确定单元及资源获取单元。In one embodiment, the resource acquisition module 720 includes a behavior acquisition unit, an attribute determination unit, and a resource acquisition unit.
行为获取单元，用于当版块类型为第一类型时，获取用户行为习惯数据。The behavior acquisition unit is configured to acquire user behavior habit data when the board type is the first type.
属性确定单元，用于通过预设的分析模型对用户行为习惯数据进行分析，确定用户属性。The attribute determination unit is configured to analyze user behavior habit data through a preset analysis model to determine user attributes.
资源获取单元，用于获取与用户属性匹配的推荐资源。The resource obtaining unit is used to obtain recommended resources matched with user attributes.
在本实施例中，可根据用户行为习惯数据确定用户属性，并获取与用户属性匹配的推荐资源，可使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, user attributes can be determined according to user behavior data, and recommended resources matching user attributes can be obtained, which can make recommended resources more suitable for user needs and increase user stickiness.
在一个实施例中，资源获取模块720，除了包括行为获取单元、属性确定单元及资源获取单元，还包括次数获取单元。In one embodiment, the resource acquisition module 720 includes not only a behavior acquisition unit, an attribute determination unit, and a resource acquisition unit, but also a times acquisition unit.
次数获取单元，用于当版块类型为第二类型时，从资源库中获取各个资源的浏览次数和/或下载次数。The count acquisition unit is configured to acquire the view count and/or download count of each resource from the resource library when the block type is the second type.
资源获取单元，还用于根据浏览次数和/或下载次数确定各个资源的热门程度，并根据热门程度获取预设数量的推荐资源。The resource obtaining unit is further configured to determine the popularity of each resource according to the number of views and/or downloads, and obtain a preset number of recommended resources according to the popularity.
在本实施例中，可根据各个资源的浏览次数和/或下载次数确定资源的热门程度，并根据热门程度选取推荐资源，可使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the popularity of each resource can be determined according to the number of views and/or downloads of each resource, and recommended resources can be selected according to the popularity, so that the recommended resources can better meet user needs and increase user stickiness.
在一个实施例中，展示模块740，包括资源确定单元及展示单元。In one embodiment, the display module 740 includes a resource determination unit and a display unit.
资源确定单元，用于确定在预设时间段内的展示次数小于预设阈值的推荐资源。The resource determining unit is configured to determine recommended resources whose display times within a preset time period are less than a preset threshold.
展示单元，用于按照展示次数从小到大对确定的推荐资源进行排列，并将排列在前第一预设位的推荐资源进行展示。The display unit is used to arrange the determined recommended resources according to the number of impressions from small to large, and display the recommended resources arranged in the first preset position.
在本实施例中，将展示次数较少的推荐资源优先进行展示，可提高推荐模板的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, displaying recommended resources with fewer times of presentations is prioritized, which can improve the use efficiency of recommended templates, make recommended resources more suitable for user needs, and increase user stickiness.
在一个实施例中，展示模块740，除了包括资源确定单元及展示单元，还包括间隔获取单元。In one embodiment, the display module 740 includes not only a resource determination unit and a display unit, but also an interval acquisition unit.
间隔获取单元，用于获取各个推荐资源最近一次的展示时刻，并根据展示时刻及当前时刻计算展示时间间隔。The interval obtaining unit is used to obtain the latest display time of each recommended resource, and calculate the display time interval according to the display time and the current time.
展示单元，还用于将在预设时间段内的展示次数小于预设阈值的推荐资源按照展示时间间隔从大到小进行排列，并将排列在前第二预设位的推荐资源进行展示。The display unit is also used to arrange the recommended resources with the number of impressions less than the preset threshold within the preset time period in descending order according to the display time interval, and display the recommended resources that are arranged in the first second preset position.
在本实施例中，将最近一次的展示时间间隔较长的推荐资源优先进行展示，可提高推荐模板的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, prioritizing the display of recommended resources with a longer time interval for the latest display can improve the efficiency of using the recommended template, make the recommended resources more suitable for user needs, and increase user stickiness.
在一个实施例中，上述信息推荐装置700，除了包括版块类型获取模块710、资源获取模块720、次数确定模块730及展示模块740，还包括提取模块及取消模块。In one embodiment, the above-mentioned information recommending device 700 includes an extracting module and a canceling module in addition to a forum type acquiring module 710 , a resource acquiring module 720 , a times determining module 730 and a displaying module 740 .
提取模块，用于提取在预设时间段内的展示次数大于或等于预设阈值的推荐资源，并在提取的推荐资源中添加隐藏标签及隐藏时间段。The extracting module is configured to extract recommended resources whose display times are greater than or equal to a preset threshold within a preset time period, and add a hidden label and a hidden time period to the extracted recommended resources.
展示模块740，还用于对携带有隐藏标签的推荐资源在对应的隐藏时间段内不进行展示。The display module 740 is further configured not to display the recommended resources carrying the hidden tags within the corresponding hidden time period.
取消模块，用于当携带有隐藏标签的推荐资源超过对应的隐藏时间段时，取消推荐资源的隐藏标签。The cancellation module is used to cancel the hidden label of the recommended resource when the recommended resource carrying the hidden label exceeds the corresponding hidden time period.
在本实施例中，可对在预设时间段内的展示次数大于或等于预设阈值的推荐资源不进行展示，可提高推荐版块的使用效率，使推荐的资源更贴合用户需求，提高用户粘度。In this embodiment, the recommended resources whose display times are greater than or equal to the preset threshold within the preset time period can not be displayed, which can improve the use efficiency of the recommended section, make the recommended resources more suitable for user needs, and improve the user experience. viscosity.
本申请实施例还提供了一种移动终端。如图8所示，为了便于说明，仅示出了与本申请实施例相关的部分，具体技术细节未揭示的，请参照本申请实施例方法部分。该移动终端可以为包括手机、平板电脑、个人数字助理(Personal Digital Assistant，PDA)、销售终端(Point of Sales，POS)、车载电脑、穿戴式设备等任意终端设备，以移动终端为手机为例：The embodiment of the present application also provides a mobile terminal. As shown in FIG. 8 , for ease of description, only the parts related to the embodiment of the present application are shown. For specific technical details not disclosed, please refer to the method part of the embodiment of the present application. The mobile terminal may be any terminal device including a mobile phone, a tablet computer, a personal digital assistant (PDA), a sales terminal (Point of Sales, POS), a vehicle-mounted computer, a wearable device, etc., taking the mobile terminal as an example. :
图8为与本申请实施例提供的移动终端相关的手机的部分结构的框图。参考图8，手机包括：射频(Radio Frequency，RF)电路810、存储器820、输入单元830、显示单元840、传感器850、音频电路860、无线保真(wireless fidelity，WiFi)模块870、处理器880、以及电源890等部件。本领域技术人员可以理解，图8所示的手机结构并不构成对手机的限定，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。FIG. 8 is a block diagram of a partial structure of a mobile phone related to the mobile terminal provided by the embodiment of the present application. Referring to FIG. 8 , the mobile phone includes: a radio frequency (Radio Frequency, RF) circuit 810, a memory 820, an input unit 830, a display unit 840, a sensor 850, an audio circuit 860, a wireless fidelity (wireless fidelity, WiFi) module 870, and a processor 880 , and power supply 890 and other components. Those skilled in the art can understand that the structure of the mobile phone shown in FIG. 8 does not constitute a limitation to the mobile phone, and may include more or less components than those shown in the figure, or combine some components, or arrange different components.
其中，RF电路810可用于收发信息或通话过程中，信号的接收和发送，可将基站的下行信息接收后，给处理器880处理；也可以将上行的数据发送给基站。通常，RF电路包括但不限于天线、至少一个放大器、收发信机、耦合器、低噪声放大器(Low Noise Amplifier，LNA)、双工器等。此外，RF电路810还可以通过无线通信与网络和其他设备通信。上述无线通信可以使用任一通信标准或协议，包括但不限于GSM、GPRS、码分多址(Code DivisionMultiple Access，CDMA)、W-CDMA、长期演进(Long Term Evolution，LTE)、电子邮件、短消息服务(Short Messaging Service，SMS)等。Among them, the RF circuit 810 can be used for sending and receiving information or receiving and sending signals during a call. After receiving the downlink information from the base station, it can be processed by the processor 880; it can also send uplink data to the base station. Generally, an RF circuit includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier (Low Noise Amplifier, LNA), a duplexer, and the like. In addition, RF circuitry 810 may also communicate with networks and other devices via wireless communications. The above-mentioned wireless communication can use any communication standard or protocol, including but not limited to GSM, GPRS, Code Division Multiple Access (Code Division Multiple Access, CDMA), W-CDMA, Long Term Evolution (Long Term Evolution, LTE), email, SMS Message service (Short Messaging Service, SMS), etc.
存储器820可用于存储软件程序以及模块，处理器880通过运行存储在存储器820的软件程序以及模块，从而执行手机的各种功能应用以及数据处理。存储器820可主要包括程序存储区和数据存储区，其中，程序存储区可存储操作系统、至少一个功能所需的应用程序(比如声音播放功能的应用程序、图像播放功能的应用程序等)等；数据存储区可存储根据手机的使用所创建的数据(比如音频数据、通讯录等)等。此外，存储器820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 820 can be used to store software programs and modules, and the processor 880 executes various functional applications and data processing of the mobile phone by running the software programs and modules stored in the memory 820 . The memory 820 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required by at least one function (such as an application program for a sound playback function, an application program for an image playback function, etc.); The data storage area can store data created according to the use of the mobile phone (such as audio data, address book, etc.) and the like. In addition, the memory 820 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.
输入单元830可用于接收输入的数字或字符信息，以及产生与手机800的用户设置以及功能控制有关的键信号输入。具体地，输入单元830可包括触控面板832以及其他输入设备834。触控面板832，也可称为触摸屏，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832上或在触控面板832附近的操作)，并根据预先设定的程式驱动相应的连接装置。在一个实施例中，触控面板832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880，并能接收处理器880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832。除了触控面板832，输入单元830还可以包括其他输入设备834。具体地，其他输入设备834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)等中的一种或多种。The input unit 830 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 phone 800 . Specifically, the input unit 830 may include a touch panel 832 and other input devices 834 . The touch panel 832, which can also be 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 832 or near the touch panel 832 operation), and drive the corresponding connection device according to the preset program. In one embodiment, the touch panel 832 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 to the processor 880, and can receive and execute commands sent by the processor 880. In addition, the touch panel 832 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic wave. In addition to the touch panel 832 , the input unit 830 may also include other input devices 834 . Specifically, other input devices 834 may include, but are not limited to, one or more of physical keyboards, function keys (such as volume control keys, switch keys, etc.), and the like.
显示单元840可用于显示由用户输入的信息或提供给用户的信息以及手机的各种菜单。显示单元840可包括显示面板842。在一个实施例中，可以采用液晶显示器(LiquidCrystal Display，LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示面板842。在一个实施例中，触控面板832可覆盖显示面板842，当触控面板832检测到在其上或附近的触摸操作后，传送给处理器880以确定触摸事件的类型，随后处理器880根据触摸事件的类型在显示面板842上提供相应的视觉输出。虽然在图8中，触控面板832与显示面板842是作为两个独立的部件来实现手机的输入和输入功能，但是在某些实施例中，可以将触控面板832与显示面板842集成而实现手机的输入和输出功能。The display unit 840 may be used to display information input by or provided to the user and various menus of the mobile phone. The display unit 840 may include a display panel 842 . In one embodiment, the display panel 842 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. In one embodiment, the touch panel 832 can cover the display panel 842, and when the touch panel 832 detects a touch operation on or near it, the touch operation is sent to the processor 880 to determine the type of the touch event, and then the processor 880 according to the The type of touch event provides a corresponding visual output on the display panel 842 . Although in FIG. 8 , the touch panel 832 and the display panel 842 are used as two independent components to realize the input and input functions of the mobile phone, in some embodiments, the touch panel 832 and the display panel 842 can be integrated and Realize the input and output functions of the mobile phone.
手机800还可包括至少一种传感器850，比如光传感器、运动传感器以及其他传感器。具体地，光传感器可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842的亮度，接近传感器可在手机移动到耳边时，关闭显示面板842和/或背光。运动传感器可包括加速度传感器，通过加速度传感器可检测各个方向上加速度的大小，静止时可检测出重力的大小及方向，可用于识别手机姿态的应用(比如横竖屏切换)、振动识别相关功能(比如计步器、敲击)等；此外，手机还可配置陀螺仪、气压计、湿度计、温度计、红外线传感器等其他传感器等。Cell phone 800 may also include at least one sensor 850, such as a light sensor, motion sensor, and other sensors. Specifically, the light sensor can include an ambient light sensor and a proximity sensor, wherein the ambient light sensor can adjust the brightness of the display panel 842 according to the brightness of the ambient light, and the proximity sensor can turn off the display panel 842 and/or when the mobile phone is moved to the ear. or backlight. The motion sensor can include an acceleration sensor, through which the magnitude of acceleration in various directions can be detected, and the magnitude and direction of gravity can be detected when stationary, and can be used for applications that recognize the attitude of a mobile phone (such as switching between horizontal and vertical screens), vibration recognition related functions (such as pedometer, tap), etc.; in addition, the mobile phone can also be equipped with gyroscope, barometer, hygrometer, thermometer, infrared sensor and other sensors.
音频电路860、扬声器862和传声器864可提供用户与手机之间的音频接口。音频电路860可将接收到的音频数据转换后的电信号，传输到扬声器862，由扬声器862转换为声音信号输出；另一方面，传声器864将收集的声音信号转换为电信号，由音频电路860接收后转换为音频数据，再将音频数据输出处理器880处理后，经RF电路810可以发送给另一手机，或者将音频数据输出至存储器820以便后续处理。Audio circuitry 860, speaker 862, and microphone 864 may provide an audio interface between the user and the handset. The audio circuit 860 can transmit the electrical signal converted from the received audio data to the speaker 862, and the speaker 862 converts it into an audio signal for output; After being received, it is converted into audio data, and after being processed by the output processor 880, the audio data can be sent to another mobile phone through the RF circuit 810, or the audio data can be output to the memory 820 for subsequent processing.
WiFi属于短距离无线传输技术，手机通过WiFi模块870可以帮助用户收发电子邮件、浏览网页和访问流式媒体等，它为用户提供了无线的宽带互联网访问。虽然图8示出了WiFi模块870，但是可以理解的是，其并不属于手机800的必须构成，可以根据需要而省略。WiFi is a short-distance wireless transmission technology. The mobile phone can help users send and receive emails, browse web pages, and access streaming media through the WiFi module 870. It provides users with wireless broadband Internet access. Although FIG. 8 shows a WiFi module 870, it can be understood that it is not an essential component of the mobile phone 800 and can be omitted as required.
处理器880是手机的控制中心，利用各种接口和线路连接整个手机的各个部分，通过运行或执行存储在存储器820内的软件程序和/或模块，以及调用存储在存储器820内的数据，执行手机的各种功能和处理数据，从而对手机进行整体监控。在一个实施例中，处理器880可包括一个或多个处理单元。在一个实施例中，处理器880可集成应用处理器和调制解调器，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；调制解调器主要处理无线通信。可以理解的是，上述调制解调器也可以不集成到处理器880中。比如，该处理器880可集成应用处理器和基带处理器，基带处理器与和其它外围芯片等可组成调制解调器。手机800还包括给各个部件供电的电源890(比如电池)，优选的，电源可以通过电源管理系统与处理器880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 processor 880 is the control center of the mobile phone. It uses various interfaces and lines to connect various parts of the entire mobile phone. By running or executing software programs and/or modules stored in the memory 820, and calling data stored in the memory 820, execution Various functions and processing data of the mobile phone, so as to monitor the mobile phone as a whole. In one embodiment, processor 880 may include one or more processing units. In one embodiment, the processor 880 can integrate an application processor and a modem, wherein the application processor mainly processes the operating system, user interface, application programs, etc.; the modem mainly processes wireless communication. It can be understood that the foregoing modem may not be integrated into the processor 880 . For example, the processor 880 can integrate an application processor and a baseband processor, and the baseband processor and other peripheral chips can form a modem. The mobile phone 800 also includes a power supply 890 (such as a battery) for supplying power to various components. Preferably, the power supply can be logically connected to the processor 880 through the power management system, so that functions such as charging, discharging, and power consumption management can be realized through the power management system.
在一个实施例中，手机800还可以包括摄像头、蓝牙模块等。In one embodiment, the mobile phone 800 may also include a camera, a Bluetooth module, and the like.
在本申请实施例中，该移动终端所包括的处理器880执行存储在存储器上的计算机程序时实现上述的信息推荐方法。In the embodiment of the present application, the above information recommendation method is implemented when the processor 880 included in the mobile terminal executes the computer program stored in the memory.
在一个实施例中，该移动终端可包括存储器820及处理器880，存储器820中存储有计算机程序，该计算机程序被处理器880执行时，使得处理器执行如下步骤：In one embodiment, the mobile terminal may include a memory 820 and a processor 880, a computer program is stored in the memory 820, and when the computer program is executed by the processor 880, the processor performs the following steps:
获取推荐版块的版块类型；Obtain the forum type of the recommended forum;
根据与版块类型对应的预设方式获取推荐资源；Obtain recommended resources according to a preset method corresponding to the type of forum;
确定获取的各个推荐资源在预设时间段内的展示次数；Determine the number of impressions of each acquired recommended resource within a preset time period;
将在预设时间段内的展示次数小于预设阈值的推荐资源进行展示。Display recommended resources whose impression times within a preset time period are less than a preset threshold.
在一个实施例中，提供一种计算机可读存储介质，其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的信息推荐方法。In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored, and when the computer program is executed by a processor, the above information recommendation method is implemented.
在一个实施例中，提供一种包含计算机程序的计算机程序产品，当其在计算机设备上运行时，使得计算机设备执行时实现上述的信息推荐方法。In one embodiment, a computer program product including a computer program is provided, which, when run on a computer device, enables the computer device to implement the information recommendation method described above.
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程，是可以通过计算机程序来指令相关的硬件来完成，所述的程序可存储于一非易失性计算机可读取存储介质中，该程序在执行时，可包括如上述各方法的实施例的流程。其中，所述的存储介质可为磁碟、光盘、只读存储记忆体(Read-Only Memory，ROM)等。Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above embodiments can be implemented through computer programs to instruct related hardware, and the programs can be stored in a non-volatile computer-readable storage medium When the program is executed, it may include the processes of the embodiments of the above-mentioned methods. Wherein, the storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM) and the like.
如此处所使用的对存储器、存储、数据库或其它介质的任何引用可包括非易失性和/或易失性存储器。合适的非易失性存储器可包括只读存储器(ROM)、可编程ROM(PROM)、电可编程ROM(EPROM)、电可擦除可编程ROM(EEPROM)或闪存。易失性存储器可包括随机存取存储器(RAM)，它用作外部高速缓冲存储器。作为说明而非局限，RAM以多种形式可得，诸如静态RAM(SRAM)、动态RAM(DRAM)、同步DRAM(SDRAM)、双数据率SDRAM(DDR SDRAM)、增强型SDRAM(ESDRAM)、同步链路(Synchlink)DRAM(SLDRAM)、存储器总线(Rambus)直接RAM(RDRAM)、直接存储器总线动态RAM(DRDRAM)、以及存储器总线动态RAM(RDRAM)。Any reference to memory, storage, database or other medium as used herein may include non-volatile and/or volatile memory. Suitable nonvolatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory can include random access memory (RAM), which acts as external cache memory. By way of illustration and not limitation, RAM is available in many forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDR SDRAM), Enhanced SDRAM (ESDRAM), Synchronous Synchlink DRAM (SLDRAM), Memory Bus (Rambus) Direct RAM (RDRAM), Direct Memory Bus Dynamic RAM (DRDRAM), and Memory Bus Dynamic RAM (RDRAM).
以上所述实施例的各技术特征可以进行任意的组合，为使描述简洁，未对上述实施例中的各个技术特征所有可能的组合都进行描述，然而，只要这些技术特征的组合不存在矛盾，都应当认为是本说明书记载的范围。The various technical features of the above-mentioned embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the various technical features in the above-mentioned embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, should be considered as within the scope of this specification.
以上所述实施例仅表达了本申请的几种实施方式，其描述较为具体和详细，但并不能因此而理解为对发明专利范围的限制。应当指出的是，对于本领域的普通技术人员来说，在不脱离本申请构思的前提下，还可以做出若干变形和改进，这些都属于本申请的保护范围。因此，本申请专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only represent several implementation modes of the present application, and the description thereof is relatively specific and detailed, but it should not be construed as limiting the scope of the patent for the invention. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the scope of protection of the patent application should be based on the appended claims.
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| CN201711311513.4ACN108052591A (en) | 2017-12-11 | 2017-12-11 | Information recommendation method, device, mobile terminal and computer-readable storage medium |
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| CN201711311513.4ACN108052591A (en) | 2017-12-11 | 2017-12-11 | Information recommendation method, device, mobile terminal and computer-readable storage medium |
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| CN201711311513.4APendingCN108052591A (en) | 2017-12-11 | 2017-12-11 | Information recommendation method, device, mobile terminal and computer-readable storage medium |
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| SE01 | Entry into force of request for substantive examination | ||
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| RJ01 | Rejection of invention patent application after publication | Application publication date:20180518 | |
| RJ01 | Rejection of invention patent application after publication |