CN104182515A - Information recommending method, information recommending device and mobile terminal - Google Patents

Information recommending method, information recommending device and mobile terminal Download PDF

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Publication number
CN104182515A
CN104182515A CN 201410416157 CN201410416157A CN104182515A CN 104182515 A CN104182515 A CN 104182515A CN 201410416157 CN201410416157 CN 201410416157 CN 201410416157 A CN201410416157 A CN 201410416157A CN 104182515 A CN104182515 A CN 104182515A
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information
user
classifying
labels
recommending
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CN 201410416157
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Chinese (zh)
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于振北
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北京金山安全软件有限公司
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor ; File system structures therefor
    • G06F17/30861Retrieval from the Internet, e.g. browsers
    • G06F17/30864Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor ; File system structures therefor
    • G06F17/30861Retrieval from the Internet, e.g. browsers
    • G06F17/30876Retrieval from the Internet, e.g. browsers by using information identifiers, e.g. encoding URL in specific indicia, browsing history

Abstract

The invention discloses an information recommending method, an information recommending device and a mobile terminal. The information recommending method comprises the following steps of providing an information display page in which a plurality of classifying labels are displayed; respectively acquiring user preference marks of a plurality of information contents corresponding to each classifying label; acquiring user preference information corresponding to each classifying label according to the corresponding user preference mark; and managing the labels of the information displaying page according to the user preference information of the classifying labels; and performing information recommendation according to the classifying labels displayed in the information displaying page after the labels are managed. By the information recommending method of an embodiment, information contents which attract a user can be accurately determined, so that personalized information can be accurately recommended for the user. Moreover, the user does not need to set marks when the user preference information corresponding to the classifying labels is acquired, and the user experience is smooth and natural.

Description

信息推荐方法、装置和移动终端 Information recommendation method, a mobile terminal apparatus and

技术领域 FIELD

[0001] 本发明涉及互联网技术领域,尤其涉及一种信息推荐方法、装置和移动终端。 [0001] The present invention relates to the field of Internet technologies, and particularly to an information recommendation method, apparatus and a mobile terminal.

背景技术 Background technique

[0002] 随着互联网技术的迅猛发展,个性化推荐已成为了人们网络生活中不可或缺的网络服务之一,也成为了互联网产品未来发展的一个重点。 [0002] With the rapid development of Internet technology, personalized recommendation has become one of the network of people live without Internet service, it has also become a focus of future development of Internet products.

[0003]目前,现有的个性化推荐方案主要为:1、用户根据自身兴趣设定喜欢或感兴趣的类别,系统根据用户设定的喜好或感兴趣的类别获取对应的推荐信息,并推荐给用户。 [0003] Currently, existing personalized recommendations mainly: 1, according to the user to set their own interest or the interest categories like, corresponding system for recommendations based on preference or interest category set by the user, and recommend to the user. 例如,以新闻推荐为例,如果用户设定感兴趣的新闻类别为时事热点、体育等,系统可获取对应的热点新闻内容、体育新闻内容推荐给用户。 For example, news recommendation, for example, if the user sets interest news category for current events, sports, etc., the system can obtain the corresponding hot news content, sports and news content recommended to the user. 2、系统根据用户对不同类别的信息标注的喜好标记分析出用户喜欢或感兴趣的类别,并获取相应的推荐信息进行推荐。 2, the system according to the tag information in different categories of user preferences denoted analyzed user likes or category of interest, and obtain the corresponding recommendation information recommendation. 例如,信息展示页面中具有用户可点击的支持或者不支持、喜欢或者不喜欢、收藏等按钮,用户在浏览时可通过对这些按钮的点击操作表明自己的喜好,从而系统可根据为用户推荐喜欢的类型的信息。 For example, the information display page has the support of the user can click or do not support, like or dislike, collections and other buttons, the user when browsing through clicks on these buttons indicate their preferences, so that the system can be like based on the user recommendation the types of information.

[0004] 但是上述方案存在的问题是,无论是用户自己设定喜好或感兴趣的类别,还是通过对浏览的页面中的按钮输入自己对该页面的态度,均依赖于用户自身的操作,增加了用户操作成本,并且由于一些用户自行选择标签的时间及精力有限,或者鉴于个人隐私不愿意去设定喜好或感兴趣的类别,此时只能根据大多数用户的喜好来为特定用户进行推荐,从而导致推荐结果的准确率降低,用户体验差。 [0004] However, these programs there is a problem, whether it is user-set preferences or category of interest themselves, or by entering their attitude to the page to browse button on the page, are dependent on the user's own operations, increase the user operating costs, and because some users choose a limited time and energy label, in view of personal privacy or do not want to set preference or category of interest, this time can only be recommended for a particular user based on the preferences of most users , resulting in the recommendation result of reduced accuracy, poor user experience.

发明内容 SUMMARY

[0005] 本发明旨在至少在一定程度上解决相关技术中的技术问题之一。 [0005] The present invention to solve at least to some extent, one of the technical issues related to technology. 为此,本发明第一方面的目的在于提出一种信息推荐方法,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 To this end, a first aspect of the present invention is to provide an information recommendation method can more accurately determine what the user likes or information of interest, thereby enabling more accurate information to users personalized recommendations.

[0006] 本发明的第二方面的目的在于提出一种信息推荐装置。 [0006] The second aspect of the present invention is to provide an information recommendation apparatus.

[0007] 为达上述目的,根据本发明第一方面实施例提出了一种信息推荐方法,包括以下步骤:提供信息展示页面,其中,所述信息展示页面中展示多个分类标签;分别获取每个分类标签对应的多个信息内容的用户喜好标识;根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息,并根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理;根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 [0007] To achieve the above object, an embodiment of an information recommendation method according to a first aspect of the present invention, comprising the steps of: providing a display page information, wherein said information display page is shown in a plurality of classification labels; respectively acquire each a plurality of user information corresponding to the content preferences of a classification tag identifier; classification label corresponding to said each user preference acquiring identification information according to the user preference, and in accordance with preferences of each user information classification label corresponding to said information display page label management; information recommendation based on the information display page after the label is shown in the management of the classification label.

[0008] 本发明实施例的信息推荐方法,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0008] The information recommendation method embodiment of the present invention, may be based on the user preference information content display page is shown in classification tag corresponding to each classification tag identifier obtaining user preference information, and according to user preference information for each tag information display page in the category labels label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the content users love or interest, enabling more accurate for users recommend personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

[0009] 本发明的第二方面的实施例提供了一种信息推荐装置,包括:第一提供模块,用于提供信息展示页面,其中,所述信息展示页面中展示多个分类标签;第一获取模块,用于分别获取每个分类标签对应的多个信息内容的用户喜好标识;第二获取模块,用于根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息;管理模块,用于根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理;推荐模块,用于根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 [0009] Example embodiments of the second aspect of the present invention provides an information recommendation apparatus, comprising: providing a first module for providing information display page, wherein the page information is shown in a plurality of display classification tags; first acquiring module, for acquiring a plurality of information contents respectively corresponding to the tag for each category of user preferences identifier; a second acquiring module, for acquiring preferences identifies each classification label corresponding to the user according to the user preference information; management module for each category according to the preferences of user information corresponding to the tag of the tag management information display pages; recommending module configured to recommend information based on the information display page the label control is shown in the category labels.

[0010] 本发明实施例的信息推荐装置,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0010] An information recommendation apparatus according to an embodiment of the present invention, the user can obtain preferences for each category identifier tag information according to the user's preference information content display page is shown in the corresponding category labels, and the user preference information for each tag information display page in the category labels label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the content users love or interest, enabling more accurate for users recommend personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

[0011] 本发明的第三方面的实施例提供了一种移动终端,壳体、处理器、存储器、电路板和电源电路,其中,所述电路板安置在所述壳体围成的空间内部,所述处理器和所述存储器设置在所述电路板上;所述电源电路,用于为所述移动终端的各个电路或器件供电;所述存储器用于存储可执行程序代码;所述处理器通过读取所述存储器中存储的可执行程序代码来运行与所述可执行程序代码对应的程序,以用于:提供信息展示页面,其中,所述信息展示页面中展示多个分类标签;分别获取每个分类标签对应的多个信息内容的用户喜好标识;根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息,并根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理;根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐 [0011] Example embodiments of the third aspect of the present invention provides a mobile terminal, a housing, a processor, a memory, and a power supply circuit board, wherein said circuit board disposed in said housing inner space surrounded the processor and the memory is provided on the circuit board; the power supply circuit, each circuit or device used to supply the mobile terminal; a memory for storing executable program code; the process It is to run the executable program and corresponding program code read by the executable program code stored in the memory, to: provide a display page information, wherein said information display page is shown in a plurality of classification labels; respectively acquire a plurality of information contents of each classification label corresponding to user preferences identifier; the identifier obtaining classification label corresponding to each user according to the preferences of the user preference information, and according to said preference information for each category corresponding to a user tag the information display page label management; information recommendation based on the information display page after the label is shown in the management of classification and labeling

[0012] 本发明实施例的移动终端,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0012] The mobile terminal according to embodiments of the present invention, the user can obtain preferences for each category identifier tag information based on the user information content display page is shown in classification tag information corresponding to the preference, and user preference information according to the information for each tag classification tab page shows the label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the user likes or information content of interest, enabling more accurate recommended for users personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

附图说明 BRIEF DESCRIPTION

[0013] 本发明的上述和/或附加的方面和优点从结合下面附图对实施例的描述中将变得明显和容易理解,其中: [0013] The foregoing and / or other aspects and advantages of the invention will be described with reference to embodiments in conjunction with the embodiments become apparent and more readily appreciated below, wherein:

[0014] 图1为根据本发明一个实施例的信息推荐方法的流程图; [0014] FIG. 1 is a flowchart showing information recommendation method according to an embodiment of the present invention;

[0015] 图2a为根据本发明一个实施例的信息展示页面的示意图; [0015] Figure 2a is a schematic diagram showing an information page according to an embodiment of the present invention;

[0016] 图2b为根据本发明另一个实施例的信息展示页面的示意图; [0016] FIG 2b is a display page information according to another embodiment of the present invention, a schematic view;

[0017] 图3为根据本发明另一个实施例的信息推荐方法的流程图; [0017] FIG. 3 is a flowchart showing information recommendation method according to another embodiment of the present invention;

[0018] 图4为根据本发明又一个实施例的信息推荐方法的流程图; [0018] FIG. 4 is a flow chart according to the present invention further information recommendation method according to an embodiment;

[0019] 图5为根据本发明一个实施例的信息推荐装置的结构示意图; [0019] FIG. 5 is a schematic structural diagram of the present invention is an information recommendation apparatus according to the embodiment;

[0020] 图6为根据本发明一个具体实施例的信息推荐装置的结构示意图; [0020] FIG. 6 is a schematic structural diagram of the information recommendation apparatus according to a particular embodiment of the present invention;

[0021]图7为根据本发明另一个具体实施例的信息推荐装置的结构示意图。 [0021] FIG. 7 is a schematic structural diagram of the information recommendation apparatus according to another specific embodiment of the present invention.

具体实施方式 detailed description

[0022] 下面详细描述本发明的实施例,所述实施例的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。 [0022] Example embodiments of the present invention is described in detail below, exemplary embodiments of the embodiment shown in the accompanying drawings, wherein same or similar reference numerals designate the same or similar elements or elements having the same or similar functions. 下面通过参考附图描述的实施例是示例性的,旨在用于解释本发明,而不能理解为对本发明的限制。 By following with reference to the embodiments described are exemplary, and are intended for explaining the present invention and should not be construed as limiting the present invention.

[0023] 下面参考附图描述根据本发明实施例的信息推荐方法、装置和移动终端。 [0023] The following description with reference to the accompanying drawings recommendation method embodiment, and a mobile terminal apparatus according to an embodiment of the present invention.

[0024] 图1为根据本发明一个实施例的信息推荐方法的流程图。 [0024] FIG. 1 is a flowchart showing information recommendation method according to an embodiment of the present invention.

[0025] 如图1所示,该信息推荐方法,包括: [0025] As shown in FIG. 1, the information recommendation method, comprising:

[0026] S101,提供信息展示页面,其中,信息展示页面中展示多个分类标签。 [0026] S101, display page information, wherein the information display page is shown in a plurality of classification labels.

[0027] 其中,分类标签为用于表示不同信息内容的类别的标签,分类标签可以是信息内容的内容分类,还可以是信息内容的来源的分类,以新闻客户端的新闻展示页面为例,新闻展示页面中可展示热点新闻、经济新闻、体育新闻、娱乐新闻、科技新闻、军事新闻等多个分类标签;或者展示CNN (Cable News Network,美国有线电视新闻网)、人民网、MarketWatch(琼斯旗下的新闻网站)等多个分类标签,当然也可以是通过其他的分类方式得到的多个分类标签。 [0027] where the classification label is used to represent different types of information content of the label, the label can be a content classification information content classification, classification may also be a source of information content to display news client news page, for example, news show page can show hot news, business news, sports news, entertainment news, technology news, news and other military classification and labeling; or display CNN (cable News network, CNN), People, MarketWatch (Jones's multiple category labels news sites) and other classification label, of course, can also be obtained by other classification.

[0028] 信息展示页面中展示多个分类标签可以是全部分类标签,也可是全部分类标签中的部分分类标签,用户可通过对分类标签的展示区域的滑动操作或者通过点击下拉菜单等方式来使其他分类标签展示,本发明对分类标签的展现形式不做限定。 [0028] The display page information is shown in all of the plurality of classification category labels may be labels, tags may also be part of the classification of all the classification label, the user may be by a sliding operation of the display area to make the classification tag or by clicking the pull-down menu, etc. other display classification tags, the present invention exhibits the form of the classification tags is not limited. 在本发明的一个实施例中,信息展示页面可如图2a所示,其中,在区域A展示了“Business”(商业)、“Sports”(体育)、“Finance”(财经)三个分类标签,用户可通过向左或向右滑动操作控制在信息展示页面的区域A显示其他分类标签。 In one embodiment of the present invention, the information display pages shown in Figure 2a, wherein, in a region A shows "Business" (commercial), "Sports" (PE), "Finance" (Finance) three categories tab the user can control the display page information in the area a to display classification tags of other left or right sliding operation.

[0029] S102,分别获取每个分类标签对应的多个信息内容的用户喜好标识。 [0029] S102, respectively, to obtain the user tag for each category of information corresponding to the plurality of content preference identification.

[0030] 信息内容的用户喜好标识可包括表明用户是否喜欢该页面或者对该页面是否感兴趣的标识,如喜欢标识和不喜欢标识等。 User [0030] The content preference information may comprise identification indicates whether the user likes the page or the page is the identification of interest, such as the likes and dislikes identification logo. 在本发明的一个实施例中,以新闻为例,每个信息内容可以是每类新闻中一条新闻,如娱乐新闻中关于明星A结婚的新闻。 In one embodiment of the present invention to the news, for example, each of the information content may be one of each type of news information, such as news and entertainment news on the star A marriage. 具体地,在本发明的一个实施例中,分别获取每个分类标签对应的多个信息内容的用户喜好标识,包括:分别获取用户针对每个分类标签对应的多个信息内容的浏览行为记录;以及对浏览行为记录进行分析,并根据分析结果生成多个信息内容的用户喜好标识。 Specifically, in one embodiment of the present invention, a plurality of information respectively acquire content corresponding to each category of user preferences tag identification, comprising: obtaining each user record browsing behavior for each classification label corresponding to the plurality of information contents; as well as to record browsing behavior analysis, and generate more content based on the analysis of user preferences identity.

[0031] 其中,浏览行为记录包括浏览信息展示页面时的页面停留时间、页面下拉长度、对页面的喜好标记中的一种或多种。 [0031] where record browsing behavior including browsing page information display page when the residence time, pull down the length of the page, one or more preferences page tag.

[0032] 更具体地,可根据页面停留时间来判断用户是否喜欢对应的页面信息,举例来说,如果用户针对页面的页面停留时间大于第一时间阈值,则判断用户喜欢该页面中的信息内容,如果用户针对页面的页面停留时间小于第二时间阈值,则判断用户不喜欢该页面中的信息内容。 [0032] More specifically, to determine whether the page information corresponding to the user like, for example, residence time based on the page, if the user residence time is greater than a first time threshold for the page of the page, it is determined that the user likes the content of the page If the user residence time less than a second time threshold page for page, it is determined that the user does not like the content of the page. 其中,第二时间阈值小于或等于第一时间阈值,第一时间阈值和第二时间阈值可根据一定数量的用户的阅读速度进行统计,并结合页面中信息量预先设定,例如,第一时间阈值可设为10秒,第二时间阈值可设为3秒。 Wherein the second threshold is less than or equal to the time a first time threshold, a first time threshold and a second time threshold can be statistical reading speed of the user according to a certain number, and in conjunction with the page information is set in advance, for example, a first time threshold may be set to 10 seconds, the second time threshold may be set to 3 seconds.

[0033] 或者,可在信息内容的页面某区域例如页面下部为用户提供可选择的喜好标记选项,例如,喜欢选项,支持选项,不喜欢选项等,根据用户选择的页面的喜好标记直接进行判断,例如,如果页面的喜好标记为“喜欢”、“支持”、“赞”等,则判断用户喜欢该页面中的信息内容,如果页面的喜好标记为“不喜欢”、“不支持”等,则判断用户不喜欢该页面中的信息内容。 [0033] Alternatively, the user may, for example, under the page to provide a selectable marker option preferences in a certain area of ​​the page content, e.g., like options, support options, options, etc. do not like, labeled according to the preferences of the user selected page directly Analyzing For example, if the preferences page labeled as "like", "support", "like" and so on, it is determined that the user likes the information content of the page, if you liking the page marked "do not like" and "not supported", etc., it is determined that the user does not like the content of the page.

[0034] 又或者,根据页面下拉长度来判断用户是否喜欢对应的页面信息,举例来说,如果页面下拉长度占页面区域的比例大于第一预设比例,则判断用户喜欢该页面中的信息内容,如果页面下拉长度占页面区域的比例小于第二预设比例,则判断用户不喜欢该页面中的信息内容。 [0034] Or, according to the page length of the pull-down determining whether the page information corresponding to the user like, for example, if the page drop down the length of the page area proportion than the first preset ratio, it is determined that the user likes the content of the page , if the ratio of the length accounting for page pull down the page area is smaller than a second predetermined ratio, it is determined that the user does not like the content of the page. 其中,第一预设比例和第二预设比例为预先设定,第二预设比例小于或等于第一预设比例,第一预设比例与第二预设比例可以相等也可以不相等。 Wherein the first and the second predetermined ratio is a preset predetermined ratio, the second predetermined ratio is less than or equal to the first predetermined ratio, a first predetermined ratio and the second predetermined ratio may be equal or may not be equal.

[0035] 当然,页面可包括信息内容部分和评论部分两个部分,可分别根据对信息内容部分的页面下拉长度和评论部分的下拉长度来分别判断用户对信息内容是否喜欢或者对评论内容是否喜欢,只要用户喜欢信息内容和评论内容之一,则判断用户喜欢该页面中的页面信息。 [0035] Of course, the page content may include information and comment portion of the two parts, respectively, based on the content page information and pull-down portion of the length of the pull-down portion of the length of the comment to each user determines whether the content information whether the content like or like reviews as long as the user likes one of content and content review, it is determined that the user likes the page information of the page.

[0036] S103,根据用户喜好标识获取每个分类标签对应的用户喜好信息。 [0036] S103, the user preference obtain each category identifier corresponding to the tag according to the user preference information.

[0037] 在本发明的一个实施例中,分类标签对应的用户喜好信息用于指示用户是否喜欢该分类标签,如用户喜欢该分类标签和用户不喜欢该分类标签。 [0037] In one embodiment of the present invention, the classification label corresponding to the user preference information for indicating whether the user likes the classification label, such as the user likes the classification tags and the user does not like the classification label.

[0038] 具体地,以用户喜好标识包括喜欢标识和不喜欢标识为例,根据用户喜好标识获取每个分类标签对应的用户喜好信息具体可包括以下步骤: [0038] Specifically, in order to identify user preferences include favorite and disliked identifier identifies, for example, the user preference obtain each category identifier corresponding to the tag depending on the user preference information may comprise the steps of:

[0039] 如果获取的用户喜好标识中指示喜欢信息内容的喜欢标识数量满足第一预设条件,则判断用户喜欢多个信息内容对应的分类标签,其中,第一预设条件包括:用户喜好标识中喜欢标识的数量大于第一阈值;和/或,用户喜好标识中喜欢标识的数量占用户喜好标识的比例大于第一预设比例。 [0039] If the acquired user preferences like number indicate like identifications in the information content of a first predetermined condition is satisfied, it is determined that the user likes the content information corresponding to a plurality of classification labels, wherein the first predetermined condition comprises: identifying user preferences like in the identification number is greater than a first threshold value; number and / or preferences of the user identifier identifying the account user preferences like identification ratio greater than a first predetermined ratio.

[0040] 如果获取的用户喜好标识中指示不喜欢信息内容的不喜欢标识的数量满足第二预设条件,则判断用户不喜欢多个信息内容对应的分类标签,其中,第二预设条件包括:用户喜好标识中不喜欢标识的数量大于第二阈值;和/或,用户喜好标识中不喜欢标识的数量占用户喜好标识的比例大于第二预设比例。 [0040] If the user does not like the number of acquired preferences identifier indicating the identified not like the content information meets a second preset condition, it is determined that the user does not like the content information corresponding to a plurality of classification labels, wherein the second predetermined condition comprises : user preferences like the identified identification number is not greater than a second threshold value; and / or preferences of the user identification number does not identify like user preferences account identification ratio larger than a second predetermined ratio.

[0041] 对于根据其他类型的用户喜好标识获取每个分类标签对应的用户喜好信息的方案可参照喜欢标识和不喜欢标识的方案,在此不一一列举。 [0041] The program preference information to other types of user preferences to obtain the user identifier corresponding to the tag according to each category can be identified likes and dislikes reference identification program, not enumerated herein.

[0042] S104,根据每个分类标签对应的用户喜好信息对信息展示页面进行标签管理。 [0042] S104, each category according to the user preference information corresponding to the tag label display page information management.

[0043] 在本发明的实施例中,可首先根据每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签,然后从信息展示页面中展示的多个分类标签中删除至少一个分类标签,或者,将信息展示页面中展示的至少一个分类标签替换为其他的分类标签。 [0043] In an embodiment of the present invention, a user may first obtain dislike preference information at least one classification tag according to each classification label corresponding to the user, then the information from the display page showing a plurality of classification labels deleting at least one classification label, or, in the information display page to show at least a category tags, substituting other classification label. 具体地,对于每个分类标签,可根据该分类标签对应的用户喜好信息判断用户是否喜欢该分类标签,从而可获取用户不喜欢的至少一个分类标签,然后在信息展示页面中删除这些分类标签。 Specifically, for each classification label, the classifier can be based on user preference information corresponding to the tag determines whether the user likes the classification label, thereby acquiring the user does not like the label at least one classification, and then deletes the classified label information presentation page. 举例来说,对于图2a中的信息展示页面来说,如果删除了分类标签“Business” (商业)后的信息展示页面可如图2b所示,在区域A展示了“Sports” (体育)、“Finance” (财经)、“Technology” (科技)三个分类标签,用户仍可通过向左或向右滑动操作控制在区域A显示其他分类标签,但是,这些分类标签中将不包括“Business”(商业)这个分类标签。 For example, in FIG. 2a for the display page information, the information display page classification tag deleted if the "Business" (commercial) shown in Figure 2b may be after, in the region A shows "Sports" (PE), "Finance" (FINANCE), "Technology" (Technology) three classification label, the user can still slide left or right operator control and display classification tags in other regions A, but these will not include the classification label "Business" (Business) the classification label.

[0044] S105,根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 [0044] S105, the recommended information based on the information display page after the label is shown in the management category labels.

[0045] 在本发明的实施例中,具体地,在对展示页面中展示的分类标签进行标签管理后,可获取标签管理后信息展示页面中仍然展示的分类标签,然后获取这些仍然展示的分类标签对应的信息内容,并将这些信息内容推荐给用户,更具体地,可根据不同的分类标签进行分类推荐,从而展示条理更加清晰,便于用户查看。 [0045] In an embodiment of the present invention, in particular, after the pair of display page showing classification tag label control, can be obtained after the label management information display page still display classification tags, and then acquires these classifications still show tag information corresponding to the content and a content recommendation information to the user, more specifically, may be classified according to different classification tag recommended to show more clearly structured for easy viewing.

[0046] 举例来说,如果进行标签管理后信息展示页面中展示的页面类别为体育新闻、娱乐新闻,则可获取最新的体育资讯和/或最新的娱乐资讯或者与体育和/或娱乐相关最新资讯,并推荐给用户。 [0046] For example, if the label management information display page in the page display category for sports news, entertainment news, you can get the latest sports information and / or the latest entertainment news, or sports and / or entertainment latest information and recommended to the user.

[0047] 当然,对于每个分类标签可进一步包括至少一个子标签,例如,体育新闻可进一步包括足球、篮球、棒球、田径等子标签,娱乐可包括明星、八卦、影视等子标签。 [0047] Of course, for each classification label may further include at least one sub-label, for example, sports news may further include football, basketball, baseball, track and field and other sub-label, may include entertainment stars, gossip, television, and other sub-tab. 对此,可通过上述方案对每个分类标签的子标签进行管理,并根据管理后的每个分类标签的子标签获取相应的信息内容,推荐给用户。 In this regard, the above-described embodiment may be performed by each sub classification label tag management, and obtain the information content based on the sub management of each category label after label recommended to the user.

[0048] 本发明实施例的信息推荐方法,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0048] Example embodiments of the information recommendation method according to the present invention, may be based on the user preference information content display page is shown in classification tag corresponding to each classification tag identifier obtaining user preference information, and according to user preference information for each tag information display page in the category labels label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the content users love or interest, enabling more accurate for users recommend personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

[0049] 当然,在本发明的实施例中,可定期获取各个分类标签的用户喜好信息,并对信息展示页面中展示的分类标签进行管理,从而能够更精准的为用户进行信息推荐。 [0049] Of course, in the embodiment of the present invention, the user may regularly obtain preference information of each category labels, and shown in the display page information classification tag management, enabling more accurate recommendation information to the user.

[0050] 图3为根据本发明另一个实施例的信息推荐方法的流程图。 [0050] FIG. 3 is a flowchart showing information recommendation method according to another embodiment of the present invention.

[0051] 如图3所示,该信息推荐方法,包括: [0051] As shown in FIG. 3, the information recommendation method, comprising:

[0052] 其中,步骤S301-S303与图1中步骤S101-S103完全相同,在此不再赘述。 [0052] wherein, in the step S301-S303 and steps S101-S103 are identical in FIG. 1, which will not be repeated herein.

[0053] S304,根据每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签。 [0053] S304, according to each classification label corresponding user preference information obtaining at least one user dislikes classification label.

[0054] 具体地,对于每个分类标签,可根据该分类标签对应的用户喜好信息判断用户是否喜欢该分类标签,从而可获取用户不喜欢的至少一个分类标签。 [0054] Specifically, for each classification label, the preference information can be determined whether the user likes the classification label, thereby acquiring the user does not like the tag according to at least one classification of the classification label corresponding to the user.

[0055] S305,从信息展示页面中展示的多个分类标签中删除至少一个分类标签,或者,将信息展示页面中展示的至少一个分类标签替换为其他的分类标签。 [0055] S305, display information from multiple category labels display page to delete at least a classification label, or, in the information display page to show at least a category tags, substituting other classification label.

[0056] S306,根据信息展示页面中未删除的分类标签进行信息推荐。 [0056] S306, the recommended information based on the information display page in the category labels are not deleted.

[0057] 具体地,在信息展示页面中删除至少一个分类标签后,可根据未删除的分类标签获取对应的信息内容,并将这些信息内容推荐给用户,更具体地,可根据不同的分类标签进行分类推荐,从而展示条理更加清晰,便于用户查看。 [0057] Specifically, after deleting at least one classification tag information presentation page, the corresponding content can be obtained according to the classification tag deleted, and the information content recommended to the user, more specifically, according to different classification tags classification recommended in order to show more clearly organized for easy viewing.

[0058] 举例来说,如果进行标签管理后信息展示页面中展示的页面类别为体育新闻、娱乐新闻,则可获取最新的体育资讯和/或最新的娱乐资讯或者与体育和/或娱乐相关最新资讯,并推荐给用户。 [0058] For example, if the label management information display page in the page display category for sports news, entertainment news, you can get the latest sports information and / or the latest entertainment news, or sports and / or entertainment latest information and recommended to the user.

[0059] S307,接收用户在信息展示页面输入的设置指令。 [0059] S307, receiving a user input information presentation page setting instruction.

[0060] 在本发明的实施例中,设置指令可以是对信息展示界面中提供的设置按钮的点击操作,也可以是预设手势操作,还可以是语音指令等。 [0060] In an embodiment of the present invention, the instruction set may be a button set provided in the information presentation interface click operation, a gesture operation may be preset, it may also be a voice command and the like.

[0061] 当用户希望接收一些信息展示页面中没有展示的分类标签对应的信息内容,或者当前展示的分类标签对应的信息内容不能满足用户需求时,用户可通过输入设置指令将喜欢或者感兴趣的分类标签再次添加至信息展示页面进行展示。 [0061] When the user wishes to receive some of the information content category corresponding to the tag information is not displayed display page, information or content category corresponding to the currently displayed tag can not meet the needs of users, the user or the like can be input by the setting instruction of interest Category tags Add again to display the information page for display.

[0062] S308,根据设置指令提供多个分类标签,多个分类标签中包括至少一个删除的分类标签。 [0062] S308, providing a plurality of classification labels according to the setting instruction includes at least a plurality of classification labels deleting a class label.

[0063] 具体地,在接收到设置指令后,可将信息展示页面可展示的全部分类标签提供给用户,提供的每个分类标签可为选中状态或者非选中状态,其中,选中状态表示该分类标签已在信息展示页面中展示,非选中状态表示该分类标签未在信息展示页面中展示,从而更便于用户进行筛选。 [0063] Specifically, upon receiving the setting command, the page may display information may be displayed to the user all the category labels, each classification label may be selected to provide or non-selected state, wherein the selected state represents a classification labels have shown in the information display page, the non-selected state indicates that the labels are not classified in the information display showing a page, making it easy for users to filter. 另外,为了更便于用户筛选,可仅提供信息展示页面中删除的分类标签,从而提高了用户选择效率。 In addition, for a more user-friendly screening, can only provide information to show the page to delete category labels, thereby improving the efficiency of the user selection.

[0064] S309,接收用户对多个分类标签中删除的分类标签的选择操作,并将选择操作对应的分类标签再次添加至信息展示页面。 [0064] S309, receiving a user selecting operation of the plurality of classification label classification tag is deleted, and the operation corresponding to the selected classification tag added again to the display page information.

[0065] 具体地,用户可根据需要选择相应的分类标签,在用户确认选择后,用户的选择操作对应的分类标签将被添加至信息展示页面。 [0065] In particular, the user may be required to select the appropriate according to the classification label, after the user to confirm the selection, the user selecting operation corresponding to the classification tag information is added to the display page.

[0066] 在本发明的另一个实施例中,如果信息展示页面中展示的分类标签有用户不喜欢或者不感兴趣的分类标签,用户还可对这类分类标签进行选择,使其选中状态切换为非选中状态,从而在用户确认选择后,信息展示页面中将不展示这类分类标签。 [0066] In embodiments, if the message display page is shown in classification tag users do not like or do not interest the classification label, the user may choose to such classification tag in another embodiment of the present invention, it is switched to the selected state non-selected state, so that the user confirm the selection, information display page will not display this type of classification label.

[0067] 本发明实施例的信息推荐方法,可根据用户的设置指令提供包括至少一个删除的分类标签的多个分类标签,并根据用户对多个分类标签的选择操作对应的分类标签添加至信息展示页面进行展示,从而在用户喜好发生变化时能够及时向用户推荐相应的个性化信息,提升了用户体验。 [0067] The information recommendation method embodiment of the present invention may be provided according to a user setting instruction including at least a plurality of classification labels of classification tag deleted, and added to the information according to a user operation corresponding to the plurality of classification labels classification tag display page for display, enabling them to promptly recommend appropriate personalized information to the user when the user's preferences change, enhance the user experience.

[0068] 图4为根据本发明又一个实施例的信息推荐方法的流程图。 [0068] FIG. 4 is a flow chart according to the present invention further information recommendation method according to an embodiment.

[0069] 其中,步骤S401-S406与图3中步骤S301-S306完全相同,在此不再赘述。 [0069] wherein, the step S401-S406 in FIG. 3 and steps S301-S306 are identical, are not repeated here.

[0070] S407,按照预设周期获取信息展示页面中展示的分类标签对应的多个信息内容的用户喜好标识。 [0070] S407, the user acquires a plurality of information content classification tag information corresponding to the display page is shown in accordance with the preset period identified preferences.

[0071] 其中,预设周期可为I周、10天等,也可以为其他值,本发明对此不做限定。 [0071] wherein I preset period may be weeks, 10 days, etc., may be another value, which is not defined in the present invention.

[0072] S408,根据展示的分类标签对应的多个信息内容的用户喜好标识以及信息内容对应的分类标签,获取对应于删除的分类标签的信息内容的用户喜好标识。 [0072] S408, the classification tags displayed according to the user corresponding to the plurality of preference information of the content corresponding to the content identification information and the classification tags, acquires information corresponding to the deleted content classification tag identifying user preferences.

[0073] S409,根据删除的对应于删除的分类标签的信息内容的用户喜好标识,获取删除的分类标签对应的用户喜好信息。 [0073] S409, in accordance with the corresponding deleted content deleted user preferences classification tag identification, classification tag acquired user deletes corresponding preference information.

[0074] 在本发明的实施例中,每个信息内容可具有至少一个分类标签,因此,当一个分类标签从信息展示页面中删除后,如果其他未删除的分类标签对应的信息内容有可能具有该删除的分类标签对应的信息内容,如果在这些具有该删除的分类标签的信息内容中用户喜好标识为喜欢标识的数量超过一定数量,则表明用户可能再次喜欢该删除的分类标签或者对该删除的分类标签感兴趣,因此,可以将删除后的分类标签再次添加到信息展示界面上。 [0074] In an embodiment of the present invention, each content may have at least one classification label, therefore, when a classification label is deleted from the display page information, if the other classification label corresponding to the deleted content are likely to have information the deleted information content corresponding classification label, if the information content with the deletion of the classification tag identifies the user's preferences over a certain number like the number of identified, it means that the user may prefer the deletion of the classification label or delete again the classification label interest, therefore, can be deleted after the re-classification label is added to the information presentation interface.

[0075] S410,当根据删除的分类标签对应的用户喜好信息确定用户喜欢删除的分类标签,将删除的分类标签再次添加至信息展示页面。 [0075] S410, when deleted in accordance with the classification label corresponding user preference information to determine the user's classification label like to delete, delete the classification label again to add information display page.

[0076] 本发明实施例的信息推荐方法,可按照预设周期根据未删除的分类标签对应的信息内容的用户喜好标识来获取删除的分类标签的用户喜好信息,并将删除的分类标签中用户喜欢的分类标签再次添加至信息展示页面中进行显示,从而能够定期为用户推荐个性化信息,进一步提升了用户体验。 [0076] The information recommendation method according to an embodiment of the present invention, preference may be identified according to a predetermined cycle according to the user information of the content deleted classification label corresponding to the user to obtain the classification tags deleted preference information, and delete user classification label favorite category labels added again to display information display screen, it is possible to regularly recommend personalized information to users, further enhancing the user experience.

[0077] 为了实现上述实施例,本发明还提出一种信息推荐装置。 [0077] In order to achieve the above-described embodiments, the present invention also provides an information recommendation apparatus.

[0078] 图5为根据本发明一个实施例的信息推荐装置的结构示意图。 [0078] FIG. 5 is a schematic structural diagram of the present invention is an information recommendation apparatus according to the embodiment.

[0079] 如图5所示,该信息推荐装置,包括:第一提供模块10、第一获取模块20、第二获取模块30、管理模块40和推荐模块50。 [0079] As shown in FIG. 5, the information recommendation apparatus, comprising: providing a first module 10, a first acquiring module 20, a second acquisition module 30, management module 40 and module 50 recommended.

[0080] 具体地,第一提供模块10用于提供信息展示页面,其中,信息展示页面中展示多个分类标签。 [0080] In particular, module 10 provides a first display page for providing information, wherein the information display page is shown in a plurality of classification labels.

[0081] 其中,分类标签为用于表示不同信息内容的类别的标签,分类标签可以是信息内容的内容分类,还可以是信息内容的来源的分类,以新闻客户端的新闻展示页面为例,新闻展示页面中可展示热点新闻、经济新闻、体育新闻、娱乐新闻、科技新闻、军事新闻等多个分类标签;或者展示CNN (Cable News Network,美国有线电视新闻网)、人民网、MarketWatch(琼斯旗下的新闻网站)等多个分类标签,当然也可以是通过其他的分类方式得到的多个分类标签。 [0081] where the classification label is used to represent different types of information content of the label, the label can be a content classification information content classification, classification may also be a source of information content to display news client news page, for example, news show page can show hot news, business news, sports news, entertainment news, technology news, news and other military classification and labeling; or display CNN (cable News network, CNN), People, MarketWatch (Jones's multiple category labels news sites) and other classification label, of course, can also be obtained by other classification.

[0082] 信息展示页面中展示多个分类标签可以是全部分类标签,也可是全部分类标签中的部分分类标签,用户可通过对分类标签的展示区域的滑动操作或者通过点击下拉菜单等方式来使其他分类标签展示,本发明对分类标签的展现形式不做限定。 [0082] The display page information is shown in all of the plurality of classification category labels may be labels, tags may also be part of the classification of all the classification label, the user may be by a sliding operation of the display area to make the classification tag or by clicking the pull-down menu, etc. other display classification tags, the present invention exhibits the form of the classification tags is not limited. 在本发明的一个实施例中,信息展示页面可如图2a所示,其中,在区域A展示了“Business”(商业)、“Sports”(体育)、“Finance”(财经)三个分类标签,用户可通过向左或向右滑动操作控制在信息展示页面的区域A显示其他分类标签。 In one embodiment of the present invention, the information display pages shown in Figure 2a, wherein, in a region A shows "Business" (commercial), "Sports" (PE), "Finance" (Finance) three categories tab the user can control the display page information in the area a to display classification tags of other left or right sliding operation.

[0083] 第一获取模块20用于分别获取每个分类标签对应的多个信息内容的用户喜好标识。 [0083] The first acquisition module 20, respectively, for each user obtaining classification label corresponding to the plurality of content preference identification. 信息内容的用户喜好标识可包括表明用户是否喜欢该页面或者对该页面是否感兴趣的标识,如喜欢标识和不喜欢标识等。 User content preferences may include the identification indicates whether the user likes the page, or identify whether the page of interest, such as likes and dislikes identification logo. 在本发明的一个实施例中,以新闻为例,每个信息内容可以是每类新闻中一条新闻,如娱乐新闻中关于明星A结婚的新闻。 In one embodiment of the present invention to the news, for example, each of the information content may be one of each type of news information, such as news and entertainment news on the star A marriage.

[0084] 在本发明的一个实施例中,第一获取模块20具体用于:分别获取用户针对每个分类标签对应的多个信息内容的浏览行为记录,并对浏览行为记录进行分析,并根据分析结果生成多个信息内容的用户喜好标识,其中,浏览行为记录包括浏览信息展示页面时的页面停留时间、页面下拉长度、对页面的喜好标记中的一种或多种。 [0084] In one embodiment of the present invention, a first acquiring module 20 is configured to: obtain user browsing behavior were recorded for each category of the plurality of content information corresponding to the tag, and recording and browsing behavior is analyzed, and according to generating a plurality of content analysis result information identifying user preferences, wherein the recording sheet comprises a browsing behavior display page when browsing information residence time, pull down the page length, the one or more preferences page tag.

[0085] 其中,第一获取模块20可根据页面停留时间来判断用户是否喜欢对应的页面信息,举例来说,如果用户针对页面的页面停留时间大于第一时间阈值,则判断用户喜欢该页面中的信息内容,如果用户针对页面的页面停留时间小于第二时间阈值,则判断用户不喜欢该页面中的信息内容。 [0085] wherein, the first acquisition module 20 may judge whether the user likes the page based on the page information corresponding to the residence time, for example, if a user residence time is greater than a first time threshold for the page of the page, it is determined that the user likes the page information content, if the user residence time less than a second time threshold page for page, it is determined that the user does not like the content of the page. 其中,第二时间阈值小于或等于第一时间阈值,第一时间阈值和第二时间阈值可根据一定数量的用户的阅读速度进行统计,并结合页面中信息量预先设定,例如,第一时间阈值可设为10秒,第二时间阈值可设为3秒。 Wherein the second threshold is less than or equal to the time a first time threshold, a first time threshold and a second time threshold can be statistical reading speed of the user according to a certain number, and in conjunction with the page information is set in advance, for example, a first time threshold may be set to 10 seconds, the second time threshold may be set to 3 seconds.

[0086] 或者,可在信息内容的页面某区域例如页面下部为用户提供可选择的喜好标记选项,例如,喜欢选项,支持选项,不喜欢选项等,第一获取模块20可根据用户选择的页面的喜好标记直接进行判断,例如,如果页面的喜好标记为“喜欢”、“支持”、“赞”等,则判断用户喜欢该页面中的信息内容,如果页面的喜好标记为“不喜欢”、“不支持”等,则判断用户不喜欢该页面中的信息内容。 [0086] Alternatively, the user may, for example, under the page to provide a selectable marker option preferences in a certain area of ​​the page content, e.g., like options, support options, options, etc. do not like, a first obtaining module 20 according to the user selected page preferences marked directly determine, for example, if the preferences of the page labeled "like", "support", "like" and so on, it is determined that the user likes the information content of the page, if you liking the page labeled "dislike" "unsupported" and so on, it is determined that the user does not like the content of the page.

[0087] 又或者,第一获取模块20可根据页面下拉长度来判断用户是否喜欢对应的页面信息,举例来说,如果页面下拉长度占页面区域的比例大于第一预设比例,则判断用户喜欢该页面中的信息内容,如果页面下拉长度占页面区域的比例小于第二预设比例,则判断用户不喜欢该页面中的信息内容。 [0087] Or, the first acquisition module 20 may judge whether the user likes the page based on the page information corresponding to the length of pull-down, for example, if the ratio of the pull-down length of the page representing the page region is greater than a first predetermined ratio, it is determined that the user likes content of the page, if the page drop-down ratio of the length of the page area accounted for less than a second predetermined ratio, it is determined that the user does not like the content of the page. 其中,第一预设比例和第二预设比例为预先设定,第二预设比例小于或等于第一预设比例,第一预设比例与第二预设比例可以相等也可以不相等。 Wherein the first and the second predetermined ratio is a preset predetermined ratio, the second predetermined ratio is less than or equal to the first predetermined ratio, a first predetermined ratio and the second predetermined ratio may be equal or may not be equal.

[0088] 当然,页面可包括信息内容部分和评论部分两个部分,可分别根据对信息内容部分的页面下拉长度和评论部分的下拉长度来分别判断用户对信息内容是否喜欢或者对评论内容是否喜欢,只要用户喜欢信息内容和评论内容之一,则判断用户喜欢该页面中的页面信息。 [0088] Of course, the page content may include information and comment portion of the two parts, respectively, based on the content page information and pull-down portion of the length of the pull-down portion of the length of the comment to each user determines whether the content information whether the content like or like reviews as long as the user likes one of content and content review, it is determined that the user likes the page information of the page.

[0089] 第二获取模块30用于根据用户喜好标识获取每个分类标签对应的用户喜好信肩、O [0089] The second module 30 for acquiring user preference shoulder preference channel identifier acquiring classification label corresponding to each user according to, O

[0090] 在本发明的一个实施例中,分类标签对应的用户喜好信息包括用户喜欢该分类标签和用户不喜欢该分类标签。 [0090] In one embodiment of the present invention, the classification label corresponding to the user preference information includes a user likes the classification tags and the user does not like the classification label.

[0091] 更具体地,以用户喜好标识用于指示用户是否喜欢该分类标签,如喜欢标识和不喜欢标识为例,第二获取模块30具体用于:当获取的用户喜好标识中指示喜欢信息内容的喜欢标识数量满足第一预设条件时,判断用户喜欢多个信息内容对应的分类标签,并当获取的用户喜好标识中指示不喜欢信息内容的不喜欢标识的数量满足第二预设条件时,判断用户不喜欢多个信息内容对应的分类标签。 [0091] More specifically, in order to identify user preferences indicating whether the user likes the classification label, such as identification likes and dislikes identification, for example, a second acquisition module 30 is specifically configured to: obtain the user indicates the preference information like the identification of when the content like number of identification meets a first preset condition, the user determines the content corresponding to the plurality of information like the classification label, and when the number of users do not like to identify the acquired identifier indicates dislike preference information content meets a second preset condition when judged that the user does not like the content information corresponding to a plurality of classification labels.

[0092] 其中,第一预设条件包括:用户喜好标识中喜欢标识的数量大于第一阈值;和/或,用户喜好标识中喜欢标识的数量占用户喜好标识的比例大于第一预设比例;第二预设条件包括:用户喜好标识中不喜欢标识的数量大于第二阈值;和/或,用户喜好标识中不喜欢标识的数量占用户喜好标识的比例大于第二预设比例。 [0092] wherein the first predetermined condition comprises: a user preference like the identifier identifying the number is greater than a first threshold value; and / or user preferences like identifier identifying user preferences account identification number ratio greater than a first predetermined ratio; the second predetermined condition comprises: a user does not like the taste identifier identifying a second number greater than the threshold value; and / or preferences of the user identification number does not identify like user preferences account identification ratio larger than a second predetermined ratio.

[0093] 对于根据其他类型的用户喜好标识获取每个分类标签对应的用户喜好信息的方案可参照喜欢标识和不喜欢标识的方案,在此不一一列举。 [0093] The program preference information to other types of user preferences to obtain the user identifier corresponding to the tag according to each category can be identified likes and dislikes reference identification program, not enumerated herein.

[0094] 管理模块40用于根据每个分类标签对应的用户喜好信息对信息展示页面进行标签管理。 [0094] The tag management module 40 for managing the information of each display page in accordance with user preference information corresponding to the classification tag.

[0095] 更具体地,在本发明的一个实施例中,如图6所示,管理模块40具体包括:获取单元41、删除单元42、第一接收单元43、提供单元44、第二接收单元45和第一添加单元46,其中: [0095] More specifically, in one embodiment of the present invention, the embodiment shown in Figure 6, the management module 40 specifically includes: an obtaining unit 41, deletion unit 42, first receiving unit 43, a providing unit 44, a second receiving unit a first adding unit 45 and 46, wherein:

[0096] 获取单元41用于根据每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签;对于每个分类标签,获取单元41可根据该分类标签对应的用户喜好信息判断用户是否喜欢该分类标签,从而可获取用户不喜欢的至少一个分类标签。 [0096] The obtaining unit 41 for each classification label corresponding to the preferences of the user does not like the user information acquiring at least one classification tag; tag for each classification, the preference information obtaining unit 41 may determine whether the user based on the user classification label corresponding to like the classification label, so that the user does not like can get at least a classification label.

[0097] 删除单元42用于从信息展示页面中展示的多个分类标签中删除至少一个分类标签,或者,将信息展示页面中展示的至少一个分类标签替换为其他的分类标签;举例来说,对于图2a中的信息展示页面来说,如果删除了分类标签“Business”(商业)后的信息展示页面可如图2b所示,在区域A展示了“Sports” (体育)、“Finance” (财经)、“Technology”(科技)三个分类标签,用户仍可通过向左或向右滑动操作控制在区域A显示其他分类标签,但是,这些分类标签中将不包括“Business”(商业)这个分类标签。 [0097] Display unit 42 is configured to delete the information from the display page of the plurality of classification labels to remove at least one classification label, or, in the alternative display page information showing at least one classification to another classification tag label; for example, FIG. 2a for the display page information, the information display page classification tag deleted if the "Business" (commercial) shown in Figure 2b may be after, in the region a shows "Sports" (PE), "Finance" ( FINANCE), "Technology" (Technology) three classification label, the user can still slide left or right display operation control in the region A other classification label, but the label will not include these categories "Business" (commercial) this classification label.

[0098] 第一接收单元43用于在从信息展示页面中展示的多个分类标签中删除至少一个分类标签之后,接收用户在信息展示页面输入的设置指令;在本发明的实施例中,设置指令可以是对信息展示界面中提供的设置按钮的点击操作,也可以是预设手势操作,还可以是语音指令等。 After [0098] The first receiving unit 43 for deleting at least one of the classification tags displayed in the display page information from a plurality of classification labels, receiving the user instruction information provided in the input display page; in the embodiment of the present invention, provided instruction may be on the settings button to show the information provided in the interface click operation, it can be pre-set gestures, voice commands and so on can be. 当用户希望接收一些信息展示页面中没有展示的分类标签对应的信息内容,或者当前展示的分类标签对应的信息内容不能满足用户需求时,用户可通过输入设置指令将喜欢或者感兴趣的分类标签再次添加至信息展示页面进行展示。 When a user wants to receive some of the information content classification and labeling information corresponding to the display page does not display, or information content classification label corresponding to the currently displayed can not meet user needs, the user can like or are interested in by entering the command set category labels again adding to the information display page for display.

[0099] 提供单元44用于根据设置指令提供多个分类标签,多个分类标签中包括至少一个删除的分类标签;更具体地,在接收到设置指令后,提供单元44可将信息展示页面可展示的全部分类标签提供给用户,提供的每个分类标签可为选中状态或者非选中状态,其中,选中状态表示该分类标签已在信息展示页面中展示,非选中状态表示该分类标签未在信息展示页面中展示,从而更便于用户进行筛选。 [0099] providing means for providing a plurality of classification tag 44 according to the setting instruction includes at least a plurality of classification labels deleting a classification tag; More specifically, upon receiving the setting command, the unit 44 may provide information presentation pages show all category labels provided to the user, providing each classification label can be selected or unselected state, which indicates that the selected classification label is displayed in the information display page, the non-selected state indicates that the label is not classified information display page display, making it easy for users to filter. 另外,为了更便于用户筛选,可仅提供信息展示页面中删除的分类标签,从而提高了用户选择效率。 In addition, for a more user-friendly screening, can only provide information to show the page to delete category labels, thereby improving the efficiency of the user selection.

[0100] 第二接收单元45用于接收用户对多个分类标签中删除的分类标签的选择操作; [0100] The second receiving unit 45 for receiving a user selecting operation of the plurality of classification labels removed classification tags;

[0101] 第一添加单元46用于将选择操作对应的分类标签再次添加至信息展示页面。 [0101] The first adding unit 46 for operation corresponding to the selected classification label is added again to the display page information. 具体地,用户可根据需要选择相应的分类标签,在用户确认选择后,用户的选择操作对应的分类标签将被添加至信息展示页面。 Specifically, the user can select the classification tag as needed, after the user to confirm the selection, the user selecting operation corresponding to the classification tag information is added to the display page.

[0102] 由此,可根据用户的设置指令提供包括至少一个删除的分类标签的多个分类标签,并根据用户对多个分类标签的选择操作对应的分类标签添加至信息展示页面进行展示,从而在用户喜好发生变化时能够及时向用户推荐相应的个性化信息,提升了用户体验。 [0102] Thus, according to a user setting it may be provided a plurality of instructions comprising at least a classification tag classification tag deleted and added to the display page information for display according to a user selection of a plurality of the classification label corresponding to the operation of the classification label, thereby timely recommend the appropriate personalized information to the user when the user's preferences change, enhance the user experience.

[0103] 其中,第一接收单元43、提供单元44、第二接收单元45和第一添加单元46是可选的。 [0103] The first receiving unit 43, a providing unit 44, second receiving unit 45, and a first adding unit 46 is optional.

[0104] 在本发明的另一个实施例中,每个信息内容具有多个分类标签,如图7所示,管理模块40具体包括:获取单元41、删除单元42、第二获取单元47和第三获取单元48、第二添加单元49,其中: [0104] In another embodiment of the present invention, each of the information content having a plurality of classification labels, shown in Figure 7, the management module 40 specifically includes: an obtaining unit 41, deletion unit 42, acquisition unit 47 and a second three acquisition unit 48, the second adding unit 49, wherein:

[0105] 获取单元41和删除单元42的功能与图6所示实施例中相同,再次不再叙述。 [0105] obtaining unit 41, and deletion unit 42 in FIG. 6 functions the same as in the embodiment shown, it will not be described again.

[0106] 第二获取单元47用于在从信息展示页面中展示的多个分类标签中删除至少一个分类标签之后,按照预设周期获取信息展示页面中展示的分类标签对应的多个信息内容的用户喜好标识;其中,预设周期可为I周、10天等,也可以为其他值,本发明对此不做限定。 After [0106] The second acquiring unit 47 for deleting at least one of the classification tags displayed in the display page information from a plurality of classification labels, obtaining a plurality of content category information corresponding to the tag information of the display page is shown in accordance with the preset period identifying user preferences; wherein I preset period may be weeks, 10 days, etc., it may be another value, which is not defined in the present invention.

[0107] 第三获取单元48用于根据展示的分类标签对应的多个信息内容的用户喜好标识以及信息内容对应的分类标签,获取对应于删除的分类标签的信息内容的用户喜好标识,以及根据删除的对应于删除的分类标签的信息内容的用户喜好标识,获取删除的分类标签对应的用户喜好信息;在本发明的实施例中,每个信息内容可具有至少一个分类标签,因此,当一个分类标签从信息展示页面中删除后,如果其他未删除的分类标签对应的信息内容有可能具有该删除的分类标签对应的信息内容,如果在这些具有该删除的分类标签的信息内容中用户喜好标识为喜欢标识的数量超过一定数量,则表明用户可能再次喜欢该删除的分类标签或者对该删除的分类标签感兴趣,因此,第三获取单元48可以将删除后的分类标签再次添加到信息展示界面上。 [0107] 48 third obtaining user preferences for content identification and classification label corresponding to the plurality of information based on the user display content corresponding to the classification tag, access to information corresponding to the deleted content classification tag identification unit preference, and in accordance with delete user information corresponding to the content classification and labeling to remove preferences identifier acquired remove classification tag corresponding to the user preference information; in an embodiment of the present invention, each content may have at least one classification label, therefore, when a after classification label is removed from the information display screen, if the information content of other undeleted classification label corresponding likely to have information content classification label corresponding to the deleted if the user information content with the deletion of the classification and labeling of the preferences identifier like the number for the identification of more than a certain amount, it means that the user may prefer to remove the classification and labeling of interest again or delete the classification label, therefore, the third acquisition unit 48 may delete category labels added again to the information presentation interface on.

[0108] 第二添加单元49还用于当根据删除的分类标签对应的用户喜好信息确定用户喜欢删除的分类标签,将删除的分类标签再次添加至信息展示页面。 [0108] The second adding unit 49 is further configured to delete the user classification tag corresponding to the user preference information is determined classification tag like deleted, the deleted information classification tags added again to the display page.

[0109] 由此,可按照预设周期根据未删除的分类标签对应的信息内容的用户喜好标识来获取删除的分类标签的用户喜好信息,并将删除的分类标签中用户喜欢的分类标签再次添加至信息展示页面中进行显示,从而能够定期为用户推荐个性化信息,进一步提升了用户体验。 [0109] Thereby, the preferences may identify the user information according to a preset period based on the content classification label corresponding to the deleted user classification tags to acquire the preference information deletion, and delete user likes classification label classification tag added again to display the information page is displayed, which can regularly recommend personalized information to users, further enhancing the user experience.

[0110] 推荐模块50用于根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 [0110] recommendation module 50 for information recommendation based on the information display page after the label is shown in the management category labels.

[0111] 在本发明的实施例中,更具体地,在管理模块40对展示页面中展示的分类标签进行标签管理后,推荐模块50可获取标签管理后信息展示页面中仍然展示的分类标签,然后获取这些仍然展示的分类标签对应的信息内容,并将这些信息内容推荐给用户,更具体地,可根据不同的分类标签进行分类推荐,从而展示条理更加清晰,便于用户查看。 After [0111] In an embodiment of the present invention, more specifically, illustrated in the management module 40 on the impression page classification tag label management, the recommendation module 50 after acquiring the tag management information shows the page can still show the classification label, then get the information content corresponding to these category labels are still displayed, and the information content recommended to the user, more specifically, the recommendation can be classified according to different classification labels, which show more clearly organized for easy viewing.

[0112] 举例来说,如果进行标签管理后信息展示页面中展示的页面类别为体育新闻、娱乐新闻,则推荐模块50可获取最新的体育资讯和/或最新的娱乐资讯或者与体育和/或娱乐相关最新资讯,并推荐给用户。 [0112] For example, if the label management information display page in the page display category for sports news, entertainment news, the recommendation module 50 can get the latest sports information and / or the latest entertainment news, or sports and / or Entertainment News related and recommended to the user.

[0113] 当然,对于每个分类标签可进一步包括至少一个子标签,例如,体育新闻可进一步包括足球、篮球、棒球、田径等子标签,娱乐可包括明星、八卦、影视等子标签。 [0113] Of course, for each classification label may further include at least one sub-label, for example, sports news may further include football, basketball, baseball, track and field and other sub-label, may include entertainment stars, gossip, television, and other sub-tab. 对此,可通过上述方案对每个分类标签的子标签进行管理,并根据管理后的每个分类标签的子标签获取相应的信息内容,推荐给用户。 In this regard, the above-described embodiment may be performed by each sub classification label tag management, and obtain the information content based on the sub management of each category label after label recommended to the user.

[0114] 本发明实施例的信息推荐装置,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0114] An information recommendation apparatus according to an embodiment of the present invention, the user can obtain preferences for each category identifier tag information according to the user's preference information content display page is shown in the corresponding category labels, and the user preference information for each tag information display page in the category labels label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the content users love or interest, enabling more accurate for users recommend personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

[0115] 为了实现上述实施例,本发明还提出一种移动终端。 [0115] In order to achieve the above-described embodiments, the present invention further provides a mobile terminal.

[0116] 本发明实施例的移动终端,包括:壳体、处理器、存储器、电路板和电源电路,其中,电路板安置在壳体围成的空间内部,处理器和存储器设置在电路板上;电源电路,用于为移动终端的各个电路或器件供电;存储器用于存储可执行程序代码;处理器通过读取存储器中存储的可执行程序代码来运行与可执行程序代码对应的程序,以用于执行: [0116] mobile terminal according to embodiments of the present invention, comprising: a housing, a processor, a memory, and a power supply circuit board, wherein the circuit board is disposed in the interior space, a processor and memory disposed in the housing surrounded by the circuit board ; power supply circuit for the power supply circuit or device for each mobile terminal; memory for storing executable program code; a processor to run the program corresponding to the executable program code read by the executable program code stored in the memory, to for execution:

[0117] S101',提供信息展示页面,其中,信息展示页面中展示多个分类标签。 [0117] S101 ', display page information, wherein the information display page is shown in a plurality of classification labels.

[0118] 其中,分类标签为用于表示不同信息内容的类别的标签,分类标签可以是信息内容的内容分类,还可以是信息内容的来源的分类,以新闻客户端的新闻展示页面为例,新闻展示页面中可展示热点新闻、经济新闻、体育新闻、娱乐新闻、科技新闻、军事新闻等多个分类标签;或者展示CNN (Cable News Network,美国有线电视新闻网)、人民网、MarketWatch(琼斯旗下的新闻网站)等多个分类标签,当然也可以是通过其他的分类方式得到的多个分类标签。 [01] where the classification label indicates the category of the information content of different label, tag can be content classification information content classification, classification may also be a source of information content to display news client news page, for example, news show page can show hot news, business news, sports news, entertainment news, technology news, news and other military classification and labeling; or display CNN (cable News network, CNN), People, MarketWatch (Jones's multiple category labels news sites) and other classification label, of course, can also be obtained by other classification.

[0119] 信息展示页面中展示多个分类标签可以是全部分类标签,也可是全部分类标签中的部分分类标签,用户可通过对分类标签的展示区域的滑动操作或者通过点击下拉菜单等方式来使其他分类标签展示,本发明对分类标签的展现形式不做限定。 [0119] Information display page is shown in all of the plurality of classification category labels may be labels, all labels may also be part of the classification of the classification label, the user may be by a sliding operation of the display area to make the classification tag or by clicking the pull-down menu, etc. other display classification tags, the present invention exhibits the form of the classification tags is not limited. 在本发明的一个实施例中,信息展示页面可如图2a所示,其中,在区域A展示了“Business”(商业)、“Sports”(体育)、“Finance”(财经)三个分类标签,用户可通过向左或向右滑动操作控制在信息展示页面的区域A显示其他分类标签。 In one embodiment of the present invention, the information display pages shown in Figure 2a, wherein, in a region A shows "Business" (commercial), "Sports" (PE), "Finance" (Finance) three categories tab the user can control the display page information in the area a to display classification tags of other left or right sliding operation.

[0120] S102',分别获取每个分类标签对应的多个信息内容的用户喜好标识。 [0120] S102 ', respectively, to obtain the user tag for each category of information corresponding to the plurality of content preference identification.

[0121] 信息内容的用户喜好标识可包括表明用户是否喜欢该页面或者对该页面是否感兴趣的标识,如喜欢标识和不喜欢标识等。 User [0121] The content preference information may comprise identification indicates whether the user likes the page or the page is the identification of interest, such as the likes and dislikes identification logo. 在本发明的一个实施例中,以新闻为例,每个信息内容可以是每类新闻中一条新闻,如娱乐新闻中关于明星A结婚的新闻。 In one embodiment of the present invention to the news, for example, each of the information content may be one of each type of news information, such as news and entertainment news on the star A marriage. 具体地,在本发明的一个实施例中,分别获取每个分类标签对应的多个信息内容的用户喜好标识,包括:分别获取用户针对每个分类标签对应的多个信息内容的浏览行为记录;以及对浏览行为记录进行分析,并根据分析结果生成多个信息内容的用户喜好标识。 Specifically, in one embodiment of the present invention, a plurality of information respectively acquire content corresponding to each category of user preferences tag identification, comprising: obtaining each user record browsing behavior for each classification label corresponding to the plurality of information contents; as well as to record browsing behavior analysis, and generate more content based on the analysis of user preferences identity.

[0122] 其中,浏览行为记录包括浏览信息展示页面时的页面停留时间、页面下拉长度、对页面的喜好标记中的一种或多种。 [0122] where record browsing behavior including browsing page information display page when the residence time, pull down the length of the page, one or more preferences page tag.

[0123] 更具体地,可根据页面停留时间来判断用户是否喜欢对应的页面信息,举例来说,如果用户针对页面的页面停留时间大于第一时间阈值,则判断用户喜欢该页面中的信息内容,如果用户针对页面的页面停留时间小于第二时间阈值,则判断用户不喜欢该页面中的信息内容。 [0123] More specifically, to determine whether the page information corresponding to the user like, for example, residence time based on the page, if the user residence time is greater than a first time threshold for the page of the page, it is determined that the user likes the content of the page If the user residence time less than a second time threshold page for page, it is determined that the user does not like the content of the page. 其中,第二时间阈值小于或等于第一时间阈值,第一时间阈值和第二时间阈值可根据一定数量的用户的阅读速度进行统计,并结合页面中信息量预先设定,例如,第一时间阈值可设为10秒,第二时间阈值可设为3秒。 Wherein the second threshold is less than or equal to the time a first time threshold, a first time threshold and a second time threshold can be statistical reading speed of the user according to a certain number, and in conjunction with the page information is set in advance, for example, a first time threshold may be set to 10 seconds, the second time threshold may be set to 3 seconds.

[0124] 或者,可在信息内容的页面某区域例如页面下部为用户提供可选择的喜好标记选项,例如,喜欢选项,支持选项,不喜欢选项等,根据用户选择的页面的喜好标记直接进行判断,例如,如果页面的喜好标记为“喜欢”、“支持”、“赞”等,则判断用户喜欢该页面中的信息内容,如果页面的喜好标记为“不喜欢”、“不支持”等,则判断用户不喜欢该页面中的信息内容。 [0124] Alternatively, the user may, for example, under the page to provide a selectable marker option preferences in a certain area of ​​the page content, e.g., like options, support options, options, etc. do not like, labeled according to the preferences of the user selected page directly Analyzing For example, if the preferences page labeled as "like", "support", "like" and so on, it is determined that the user likes the information content of the page, if you liking the page marked "do not like" and "not supported", etc., it is determined that the user does not like the content of the page.

[0125] 又或者,根据页面下拉长度来判断用户是否喜欢对应的页面信息,举例来说,如果页面下拉长度占页面区域的比例大于第一预设比例,则判断用户喜欢该页面中的信息内容,如果页面下拉长度占页面区域的比例小于第二预设比例,则判断用户不喜欢该页面中的信息内容。 [0125] Or, according to the page length of the pull-down determining whether the page information corresponding to the user like, for example, if the page drop down the length of the page area proportion than the first preset ratio, it is determined that the user likes the content of the page , if the ratio of the length accounting for page pull down the page area is smaller than a second predetermined ratio, it is determined that the user does not like the content of the page. 其中,第一预设比例和第二预设比例为预先设定,第二预设比例小于或等于第一预设比例,第一预设比例与第二预设比例可以相等也可以不相等。 Wherein the first and the second predetermined ratio is a preset predetermined ratio, the second predetermined ratio is less than or equal to the first predetermined ratio, a first predetermined ratio and the second predetermined ratio may be equal or may not be equal. 当然,页面可包括信息内容部分和评论部分两个部分,可分别根据对信息内容部分的页面下拉长度和评论部分的下拉长度来分别判断用户对信息内容是否喜欢或者对评论内容是否喜欢,只要用户喜欢信息内容和评论内容之一,则判断用户喜欢该页面中的页面信息。 Of course, the page content may include information and comment portion of the two parts, respectively, based on the content page information and pull-down portion of the length of the pull-down portion of the length of comments respectively determines whether the user likes the information content or whether the content of the comment like, as long as the user like one of content information and content review, it is determined that the user likes the page information of the page.

[0126] S103',根据用户喜好标识获取每个分类标签对应的用户喜好信息。 [0126] S103 ', the preference information obtaining user preferences for each category identifier corresponding to the user according to label.

[0127] 在本发明的一个实施例中,分类标签对应的用户喜好信息用于指示用户是否喜欢该分类标签,如用户喜欢该分类标签和用户不喜欢该分类标签。 [0127] In one embodiment of the present invention, the classification label corresponding to the user preference information for indicating whether the user likes the classification label, such as the user likes the classification tags and the user does not like the classification label.

[0128] 具体地,以用户喜好标识包括喜欢标识和不喜欢标识为例,根据用户喜好标识获取每个分类标签对应的用户喜好信息具体可包括以下步骤: [0128] Specifically, in order to identify user preferences include favorite and disliked identifier identifies, for example, the user preference obtain each category identifier corresponding to the tag depending on the user preference information may comprise the steps of:

[0129] 如果获取的用户喜好标识中指示喜欢信息内容的喜欢标识数量满足第一预设条件,则判断用户喜欢多个信息内容对应的分类标签,其中,第一预设条件包括:用户喜好标识中喜欢标识的数量大于第一阈值;和/或,用户喜好标识中喜欢标识的数量占用户喜好标识的比例大于第一预设比例。 [0129] If the acquired user preferences like number indicate like identifications in the information content of a first predetermined condition is satisfied, it is determined that the user likes the content information corresponding to a plurality of classification labels, wherein the first predetermined condition comprises: identifying user preferences like in the identification number is greater than a first threshold value; number and / or preferences of the user identifier identifying the account user preferences like identification ratio greater than a first predetermined ratio.

[0130] 如果获取的用户喜好标识中指示不喜欢信息内容的不喜欢标识的数量满足第二预设条件,则判断用户不喜欢多个信息内容对应的分类标签,其中,第二预设条件包括:用户喜好标识中不喜欢标识的数量大于第二阈值;和/或,用户喜好标识中不喜欢标识的数量占用户喜好标识的比例大于第二预设比例。 [0130] If the user does not like the number of acquired preferences identifier indicating the identified not like the content information meets a second preset condition, it is determined that the user does not like the content information corresponding to a plurality of classification labels, wherein the second predetermined condition comprises : user preferences like the identified identification number is not greater than a second threshold value; and / or preferences of the user identification number does not identify like user preferences account identification ratio larger than a second predetermined ratio.

[0131] 对于根据其他类型的用户喜好标识获取每个分类标签对应的用户喜好信息的方案可参照喜欢标识和不喜欢标识的方案,在此不一一列举。 [0131] For other types of programs the preference information of user preferences to obtain the user identifier corresponding to the tag according to each category can be identified likes and dislikes reference identification program, not enumerated herein.

[0132] S104',根据每个分类标签对应的用户喜好信息对信息展示页面进行标签管理。 [0132] S104 ', each category according to the user preference information corresponding to the tag label display page information management.

[0133] 在本发明的实施例中,可首先根据每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签,然后从信息展示页面中展示的多个分类标签中删除至少一个分类标签,或者,将信息展示页面中展示的至少一个分类标签替换为其他的分类标签。 [0133] In an embodiment of the present invention, a user may first obtain dislike preference information at least one classification tag according to each classification label corresponding to the user, then the information from the display page showing a plurality of classification labels deleting at least one classification label, or, in the information display page to show at least a category tags, substituting other classification label. 具体地,对于每个分类标签,可根据该分类标签对应的用户喜好信息判断用户是否喜欢该分类标签,从而可获取用户不喜欢的至少一个分类标签,然后在信息展示页面中删除这些分类标签。 Specifically, for each classification label, the classifier can be based on user preference information corresponding to the tag determines whether the user likes the classification label, thereby acquiring the user does not like the label at least one classification, and then deletes the classified label information presentation page. 举例来说,对于图2a中的信息展示页面来说,如果删除了分类标签“Business” (商业)后的信息展示页面可如图2b所示,在区域A展示了“Sports” (体育)、“Finance” (财经)、“Technology” (科技)三个分类标签,用户仍可通过向左或向右滑动操作控制在区域A显示其他分类标签,但是,这些分类标签中将不包括“Business”(商业)这个分类标签。 For example, in FIG. 2a for the display page information, the information display page classification tag deleted if the "Business" (commercial) shown in Figure 2b may be after, in the region A shows "Sports" (PE), "Finance" (FINANCE), "Technology" (Technology) three classification label, the user can still slide left or right operator control and display classification tags in other regions A, but these will not include the classification label "Business" (Business) the classification label.

[0134] S105 ',根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 [0134] S105 ', the recommended information based on the information display page after the label is shown in the management category labels.

[0135] 在本发明的实施例中,具体地,在对展示页面中展示的分类标签进行标签管理后,可获取标签管理后信息展示页面中仍然展示的分类标签,然后获取这些仍然展示的分类标签对应的信息内容,并将这些信息内容推荐给用户,更具体地,可根据不同的分类标签进行分类推荐,从而展示条理更加清晰,便于用户查看。 [0135] In an embodiment of the present invention, in particular, after the pair of display page showing classification tag label control, can be obtained after the label management information display page still display classification tags, and then acquires these classifications still show tag information corresponding to the content and a content recommendation information to the user, more specifically, may be classified according to different classification tag recommended to show more clearly structured for easy viewing.

[0136] 举例来说,如果进行标签管理后信息展示页面中展示的页面类别为体育新闻、娱乐新闻,则可获取最新的体育资讯和/或最新的娱乐资讯或者与体育和/或娱乐相关最新资讯,并推荐给用户。 [0136] For example, if the label management information display page in the page display category for sports news, entertainment news, you can get the latest sports information and / or the latest entertainment news, or sports and / or entertainment latest information and recommended to the user.

[0137] 当然,对于每个分类标签可进一步包括至少一个子标签,例如,体育新闻可进一步包括足球、篮球、棒球、田径等子标签,娱乐可包括明星、八卦、影视等子标签。 [0137] Of course, for each classification label may further include at least one sub-label, for example, sports news may further include football, basketball, baseball, track and field and other sub-label, may include entertainment stars, gossip, television, and other sub-tab. 对此,可通过上述方案对每个分类标签的子标签进行管理,并根据管理后的每个分类标签的子标签获取相应的信息内容,推荐给用户。 In this regard, the above-described embodiment may be performed by each sub classification label tag management, and obtain the information content based on the sub management of each category label after label recommended to the user.

[0138] 本发明实施例的移动终端,可根据信息展示页面中展示的分类标签对应的信息内容的用户喜好标识获取每个分类标签的用户喜好信息,并根据每个标签的用户喜好信息对信息展示页面中的分类标签进行标签管理,从而根据进行标签管理后信息展示页面中展示的分类标签进行信息推荐,能够更准确的判断用户喜欢或感兴趣的信息内容,从而能够更精准的为用户推荐个性化信息。 [0138] mobile terminal according to embodiments of the present invention, the user can obtain preferences for each category identifier tag information based on the user information content display page is shown in classification tag information corresponding to the preference, and user preference information according to the information for each tag classification tab page shows the label management to be recommended based on the information label management information display page is shown in the classification label, can more accurately determine the user likes or information content of interest, enabling more accurate recommended for users personalized information. 此外,获取每个分类标签对应的用户喜好信息无需用户设定的标记,用户的使用体验更加流畅自然。 In addition, get each classification label corresponding to the user information without the user's preferences tag set, user experience more fluid and natural.

[0139] 当然,在本发明的实施例中,可定期获取各个分类标签的用户喜好信息,并对信息展示页面中展示的分类标签进行管理,从而能够更精准的为用户进行信息推荐。 [0139] Of course, in the embodiment of the present invention, the user may regularly obtain preference information of each category labels, and shown in the display page information classification tag management, enabling more accurate recommendation information to the user.

[0140] 在本发明的一个实施例中,处理器在从信息展示页面中展示的多个分类标签中删除至少一个分类标签之后,还用于:接收用户在信息展示页面输入的设置指令,并根据设置指令提供多个分类标签,多个分类标签中包括至少一个删除的分类标签,以及接收用户对多个分类标签中删除的分类标签的选择操作,并将选择操作对应的分类标签再次添加至信息展示页面。 After [0140], at least one classification processor deletes the tag information from the display page showing a plurality of classification labels in an embodiment of the present invention, further configured to: receiving a user instruction information setting input display page, and providing a plurality of classification labels according to the setting instruction, a plurality of classification labels comprises selecting at least one delete operation classification tag, and receiving a plurality of classification labels for the user to remove the classification label, and selecting operation corresponding to the classification tag added again information display page. 从而在用户喜好发生变化时能够及时向用户推荐相应的个性化信息,提升了用户体验。 Enabling them to promptly recommend appropriate personalized information to the user when the user's preferences change, enhance the user experience.

[0141] 在本发明的另一个实施例中,每个信息内容可具有多个分类标签,处理器在从信息展示页面中展示的多个分类标签中删除至少一个分类标签之后,还用于:按照预设周期获取信息展示页面中展示的分类标签对应的多个信息内容的用户喜好标识;根据展示的分类标签对应的多个信息内容的用户喜好标识以及信息内容对应的分类标签,获取对应于删除的分类标签的信息内容的用户喜好标识;根据删除的对应于删除的分类标签的信息内容的用户喜好标识,获取删除的分类标签对应的用户喜好信息;当根据删除的分类标签对应的用户喜好信息确定用户喜欢删除的分类标签,将删除的分类标签再次添加至信息展示页面。 After [0141] In another embodiment of the present invention, each of the information content may have a plurality of classification labels, at least one classification processor deletes the tag information from the display page showing a plurality of classification labels, further configured to: obtaining the user information according to a preset period display page is shown in classification tag corresponding to the plurality of identification information of the content preferences; preference information corresponding to the content identification and classification tag information contents according to a user a plurality of impressions corresponding to the classification label, to obtain a corresponding user information of the content deleted classification tag preferences identifier; according to correspond to remove preferences identified in the deleted user information content classification tag acquires classification label corresponding to the deleted user preference information; when a preference based on the classification label corresponding to the user-deleted information to determine the user's classification label like to delete, delete the classification label again to add information display page. 从而能够定期为用户推荐个性化信息,进一步提升了用户体验。 Thereby regularly recommend personalized information to users, further enhancing the user experience.

[0142] 在本发明的描述中,需要理解的是,术语“中心”、“纵向”、“横向”、“长度”、“宽度”、“厚度”、“上”、“下”、“前”、“后”、“左”、“右”、“竖直”、“水平”、“顶”、“底” “内”、“外”、“顺时针”、“逆时针”、“轴向”、“径向”、“周向”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。 [0142] In the description of the present invention, it is to be understood that the term "center", "longitudinal", "lateral", "length", "width", "thickness", "upper", "lower", "front "," rear "," left "," right "," vertical "," horizontal "," top "," bottom "," inner "," outer "," clockwise "," counterclockwise "," axis to "," radial "," circumferential "and indicates the position or location or orientation relationship positional relationship shown in the accompanying drawings, for convenience of description only and the present invention is to simplify the description, not indicate or imply referred devices or elements must have a specific orientation, the orientation of a particular configuration and operation, can not be construed as limiting the present invention.

[0143] 此外,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。 [0143] In addition, the terms "first", "second" are used to indicate or imply relative importance or the number of technical features specified implicitly indicated the purpose of description and should not be understood. 由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。 Thus, there is defined "first", "second" features may be explicitly or implicitly include at least one of the feature. 在本发明的描述中,“多个”的含义是两个或两个以上,例如两个,三个等,除非另有明确具体的限定。 In the description of the present invention, the meaning of the "plurality" is two or more, e.g. two, three, etc., unless explicitly specifically limited.

[0144] 在本发明中,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”、“固定”等术语应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或成一体;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通或两个元件的相互作用关系,除非另有明确的限定。 [0144] In the present invention, unless otherwise expressly specified or limited, the terms "mounted," "connected," "connected," "fixed" and like terms are to be broadly understood, for example, may be a fixed connection, may be detachable connection, or integrally; may be a mechanical connector may be electrically connected; may be directly connected, can also be connected indirectly through intervening structures, it may be interaction between the two internal communicating elements or two elements, unless otherwise expressly limited. 对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。 Those of ordinary skill in the art, to be understood that the specific meanings in the present invention depending on the circumstances.

[0145] 在本发明中,除非另有明确的规定和限定,第一特征在第二特征“上”或“下”可以是第一和第二特征直接接触,或第一和第二特征通过中间媒介间接接触。 [0145] In the present invention, unless otherwise expressly specified or limited, the first feature in the "on" a second or "lower" may be in direct contact with the first and second characteristic or the first and second characteristics by intermediary indirect contact. 而且,第一特征在第二特征“之上”、“上方”和“上面”可是第一特征在第二特征正上方或斜上方,或仅仅表示第一特征水平高度高于第二特征。 Also, the first feature a second feature in the "on", "above" and "upper" But first feature a second feature directly above or obliquely upward or simply represents a first characteristic level is higher than the height of the second feature. 第一特征在第二特征“之下”、“下方”和“下面”可以是第一特征在第二特征正下方或斜下方,或仅仅表示第一特征水平高度小于第二特征。 In the first feature a second feature "beneath", "below" and "lower" may be just below the first feature or the second feature obliquely downward, or just less than the level represented by the first feature a second feature.

[0146] 在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。 [0146] In the description of the present specification, reference to the term "one embodiment," "some embodiments", "an example", "a specific example", or "some examples" means that a description of the exemplary embodiment or embodiments described a particular feature, structure, material, or characteristic is included in at least one embodiment of the present invention, embodiments or examples. 在本说明书中,对上述术语的示意性表述不必须针对的是相同的实施例或示例。 In the present specification, a schematic representation of the above terms must not be the same for the embodiment or exemplary embodiments. 而且,描述的具体特征、结构、材料或者特点可以在任一个或多个实施例或示例中以合适的方式结合。 Furthermore, the particular features, structures, materials, or characteristics described may be in any one or more embodiments or examples combined in suitable manner. 此外,在不相互矛盾的情况下,本领域的技术人员可以将本说明书中描述的不同实施例或示例以及不同实施例或示例的特征进行结合和组合。 Furthermore, different embodiments or examples and embodiments or features of different exemplary embodiments without conflicting, those skilled in the art described in this specification can be combined and the combination thereof.

[0147] 尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。 [0147] Although the above has been illustrated and described embodiments of the present invention, it is understood that the above embodiments are exemplary and are not to be construed as limiting the present invention, within the scope of the invention to those of ordinary skill in the art It may be variations of the above embodiments, modifications, alternatives, and modifications.

Claims (16)

  1. 1.一种信息推荐方法,其特征在于,包括以下步骤: 提供信息展示页面,其中,所述信息展示页面中展示多个分类标签; 分别获取每个分类标签对应的多个信息内容的用户喜好标识; 根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息,并根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理; 根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 1. An information recommendation method comprising the steps of: providing a display page information, wherein said information display page is shown in a plurality of classification labels; respectively acquire a plurality of information contents of each classification label corresponding to user preferences identifier; according to the user preferences of each user identifier obtaining classification label corresponding preference information, the preference information and page information displaying label management according to the user corresponding to each classification label; label management according to the information presentation page shows information classification label recommendation.
  2. 2.如权利要求1所述的信息推荐方法,其特征在于, 所述用户喜好标识包括喜欢标识和不喜欢标识,所述用户喜好信息用于指示所述用户是否喜欢所述分类标签; 所述根据用户喜好标识获取所述每个分类标签对应的用户喜好信息,包括: 如果所述获取的用户喜好标识中指示喜欢所述信息内容的喜欢标识数量满足第一预设条件,则判断用户喜欢所述多个信息内容对应的分类标签; 如果所述获取的用户喜好标识中指示不喜欢所述信息内容的不喜欢标识的数量满足第二预设条件,则判断所述用户不喜欢所述多个信息内容对应的分类标签。 The information recommendation method according to claim 1, wherein said identifier comprises a user preference like and dislike identifier identifying the user preference information indicating whether the user likes the classification label; the the identifier acquiring user preference classification label corresponding to said each user preference information, comprising: a user if the acquired identifier indicating preferences like the number of identification information of the content like satisfies a first predetermined condition, it is determined that the user likes said plurality of information corresponding to the content classification tag; if the acquired number of user preferences dislike identity identifier indicating the information is not like the content meets a second preset condition, it is determined that the user does not like the plurality information corresponding to the content classification label.
  3. 3.如权利要求2所述的方法,其特征在于, 所述第一预设条件包括: 所述用户喜好标识中所述喜欢标识的数量大于第一阈值; 和/或,所述用户喜好标识中所述喜欢标识的数量占所述用户喜好标识的比例大于第一预设比例; 所述第二预设条件包括: 所述用户喜好标识中所述不喜欢标识的数量大于第二阈值; 和/或,所述用户喜好标识中所述不喜欢标识的数量占所述用户喜好标识的比例大于第二预设比例。 3. The method according to claim 2, wherein said first predetermined condition comprises: the identifier of the user preference like the identification number is greater than a first threshold value; and / or preferences of the user identification like in the identification number of the account user preferences ratio is greater than a first predetermined identification ratio; the second predetermined condition comprises: the identifier of the user preference does not like the identification number is greater than a second threshold value; and / or preferences of the user does not like the identifier identification number identifying said user preferences account the proportion is greater than a second predetermined ratio.
  4. 4.如权利要求1-3任一项所述的信息推荐方法,其特征在于,所述根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理,包括: 根据所述每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签; 从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签,或者,将所述信息展示页面中展示的所述至少一个分类标签替换为其他的分类标签。 The information recommendation method according to any one of claims 1-3, wherein said preference information for said information display page according to the label management classification label corresponding to each user, comprising: in accordance with the classification label corresponding to said each user preference information to obtain the user does not like at least one classification label; the plurality of the classification tags displayed information from the display page delete said at least one classification label, or the information the display page is shown in at least one classification label substituting other classification label.
  5. 5.如权利要求4所述的信息推荐方法,其特征在于,在所述从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签之后,所述方法还包括: 接收用户在所述信息展示页面输入的设置指令; 根据所述设置指令提供所述多个分类标签,所述多个分类标签中包括至少一个所述删除的分类标签; 接收所述用户对所述多个分类标签中所述删除的分类标签的选择操作,并将所述选择操作对应的分类标签再次添加至所述信息展示页面。 5. After the information recommendation method according to claim 4, wherein the plurality of the classification tags displayed information from the display page, delete the at least one classification label, said method further comprising : receiving a user instruction to the information provided in the input display page; providing a plurality of classification labels according to the setting instruction, a plurality of classes includes at least one of said tags remove free label; receiving by said user said plurality of classification labels in the deletion of the classification label selection operation, and selecting operation corresponding to the classification tag added again to the information page display.
  6. 6.如权利要求4所述的信息推荐方法,其特征在于, 所述信息内容对应有至少一个分类标签; 在所述从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签之后,所述方法还包括: 按照预设周期获取所述信息展示页面中展示的分类标签对应的多个信息内容的用户喜好标识; 根据所述展示的分类标签对应的多个信息内容的用户喜好标识以及所述信息内容对应的分类标签,获取对应于所述删除的分类标签的信息内容的用户喜好标识; 根据所述删除的对应于所述删除的分类标签的信息内容的用户喜好标识,获取所述删除的分类标签对应的用户喜好信息; 当根据所述删除的分类标签对应的用户喜好信息确定所述用户喜欢所述删除的分类标签,将所述删除的分类标签再次添加至所述信息展示页面。 The information recommendation method according to claim 4, characterized in that the information content corresponding to at least one classification label; deleting the tag in the plurality of the classification from the information displayed in the page display after at least one classification label, the method further comprising: obtaining user information display page is shown in the classification tag corresponding to the plurality of content preference information according to a preset cycle identifier; a plurality of the presentation information corresponding to the classification tag user content preferences and the information corresponding to the content identification classification tag obtains the user information corresponding to the content classification tag identifying preferences deleted; deleted according to the content of the information corresponding to the deleted user classification tag preferences identifier, acquires the deletion classification tag corresponding to the user preference information; when the classification label in accordance with the deletion of the user preference information corresponding to the user likes the deletion determining the classification label, the label is added again to remove free to display the information page.
  7. 7.如权利要求1-6任一项所述的信息推荐方法,其特征在于,所述分别获取每个分类标签对应的多个信息内容的用户喜好标识,包括: 分别获取用户针对所述每个分类标签对应的多个信息内容的浏览行为记录; 对所述浏览行为记录进行分析,并根据分析结果生成所述多个信息内容的用户喜好标识。 The information recommendation method according to any of claims 1-6, wherein each of said separately acquiring user classification label corresponding to the plurality of content preference identification information, comprising: obtaining a user separately for each of the Category tags corresponding to a plurality of content browsing behavior of recording; the recorded browsing behavior is analyzed, and the plurality of user content preferences to generate the analysis result identifier.
  8. 8.如权利要求7所述的信息推荐方法,其特征在于,所述浏览行为记录包括浏览所述信息展示页面时的页面停留时间、页面下拉长度、对所述页面的喜好标记中的一种或多种。 A method as claimed in claim 7 information recommendation preferences of one kind of the page markup claims, characterized in that, when the page browsing behavior of the recording information comprises browser display page residence time, pull down the page length, or more.
  9. 9.一种信息推荐装置,其特征在于,包括: 第一提供模块,用于提供信息展示页面,其中,所述信息展示页面中展示多个分类标签; 第一获取模块,用于分别获取每个分类标签对应的多个信息内容的用户喜好标识; 第二获取模块,用于根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息; 管理模块,用于根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理; 推荐模块,用于根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 9. An information recommendation apparatus comprising: providing a first module for providing information display page, wherein the page information is shown in a plurality of display classification tags; a first acquiring module, for acquiring each respectively user classification label corresponding to the plurality of content preference information identifier; a second acquiring module, for acquiring preferences identifies each classification label corresponding to the user according to the user preference information; management module for each of the classification label corresponding to the user preference information of the tag management information display pages; recommending module configured to recommend information based on the information display page the label control is shown in the category labels.
  10. 10.如权利要求9所述的信息推荐装置,其特征在于, 所述用户喜好标识包括喜欢标识和不喜欢标识,所述用户喜好信息用于指示所述用户是否喜欢所述分类标签; 所述第二获取模块具体用于: 当所述获取的用户喜好标识中指示喜欢所述信息内容的喜欢标识数量满足第一预设条件时,判断用户喜欢所述多个信息内容对应的分类标签,并当所述获取的用户喜好标识中指示不喜欢所述信息内容的不喜欢标识的数量满足第二预设条件时,判断所述用户不喜欢所述多个信息内容对应的分类标签。 10. The information recommendation apparatus according to claim 9, wherein said identifier comprises a user preference like and dislike identifier identifying the user preference information indicating whether the user likes the classification label; the second obtaining module is configured to: when the user identifier in the acquired preference information indicating the content like number of identification like satisfies a first predetermined condition, determines that the user likes the content information corresponding to the plurality of classification labels, and when the number of users do not like to identify the acquired identifier indicating preferences do not like the content information meets a second preset condition, determining that the user does not like the content information corresponding to the plurality of classification labels.
  11. 11.如权利要求10所述的信息推荐装置,其特征在于, 所述第一预设条件包括: 所述用户喜好标识中所述喜欢标识的数量大于第一阈值; 和/或,所述用户喜好标识中所述喜欢标识的数量占所述用户喜好标识的比例大于第一预设比例; 所述第二预设条件包括: 所述用户喜好标识中所述不喜欢标识的数量大于第二阈值; 和/或,所述用户喜好标识中所述不喜欢标识的数量占所述用户喜好标识的比例大于第二预设比例。 11. The information recommendation apparatus according to claim 10, wherein said first predetermined condition comprises: the identifier of the user preference like the identification number is greater than a first threshold value; and / or, the user preferences like the identifier identifying the number of the account user preferences identification ratio larger than the first predetermined ratio; the second predetermined condition comprises: the identifier of the user preference does not like the identification number is greater than a second threshold value ; and / or preferences of the user does not like the identifier identification number identifying said user preferences account the proportion is greater than a second predetermined ratio.
  12. 12.如权利要求9-11任一项所述的信息推荐装置,其特征在于,所述管理模块具体包括: 获取单元,用于根据所述每个分类标签对应的用户喜好信息获取用户不喜欢的至少一个分类标签; 删除单元,用于从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签,或者,将所述信息展示页面中展示的所述至少一个分类标签替换为其他的分类标签。 12. The information recommendation apparatus of any one of claims 9-11, wherein said management module comprises: an acquisition unit for acquiring information according to the user preferences corresponding to each user tag classification dislike at least one classification label; deleting unit, a plurality of classification labels for display from the display page information in said at least one classification to remove labels, or, in the display page information showing the at least one classification and labeling of substituting other classification label.
  13. 13.如权利要求12所述的信息推荐装置,其特征在于,所述管理模块还包括: 第一接收单元,用于在所述从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签之后,接收用户在所述信息展示页面输入的设置指令; 提供单元,用于根据所述设置指令提供所述多个分类标签,所述多个分类标签中包括至少一个所述删除的分类标签; 第二接收单元,用于接收所述用户对所述多个分类标签中所述删除的分类标签的选择操作; 第一添加单元,用于将所述选择操作对应的分类标签再次添加至所述信息展示页面。 13. The information recommendation apparatus according to claim 12, wherein the management module further comprises: a first receiving unit configured to classify the plurality of the display tag from the information of the display page after deleting the at least one classification label, receiving a user instruction provided in the input display page information; providing unit for providing a plurality of classification labels according to the setting instruction, a plurality of classes includes at least one tab remove the classification tag; a second receiving unit for receiving the user selection operation of the plurality of classification labels for the deletion of the classification tag; a first adding unit for selecting operation corresponding to the Category tags Add again to display the information page.
  14. 14.如权利要求12所述的信息推荐装置,其特征在于, 所述信息内容对应有至少一个分类标签; 所述管理模块包括: 第二获取单元,用于在所述从所述信息展示页面中展示的所述多个分类标签中删除所述至少一个分类标签之后,按照预设周期获取所述信息展示页面中展示的分类标签对应的多个信息内容的用户喜好标识; 第三获取单元,用于根据所述展示的分类标签对应的多个信息内容的用户喜好标识以及所述信息内容对应的分类标签,获取对应于所述删除的分类标签的信息内容的用户喜好标识,以及根据所述删除的对应于所述删除的分类标签的信息内容的用户喜好标识,获取所述删除的分类标签对应的用户喜好信息; 第二添加单元,用于当根据所述删除的分类标签对应的用户喜好信息确定所述用户喜欢所述删除的分类标签,将所述删除的分类标签 An information recommendation apparatus according to claim 12, characterized in that the information content corresponding to at least one classification label; the management module comprises: a second obtaining unit configured to display the information from the page is shown in the plurality of classification labels after deleting at least one classification label, the user acquires the content information of a plurality of information display page is shown in accordance with classification tag corresponding preset period preferences identifier; third obtaining unit, preferences and the information for identifying the content based on the user classification label corresponding to a plurality of information showing the content corresponding to the classification tag obtains the user information corresponding to the content classification tag identification deleted preferences, and in accordance with the deleted tag information corresponding to the content category of user preferences identifier deleted, the deletion obtain classification tag corresponding to the user preference information; a second adding unit, according to the preferences for when to delete the corresponding user classification tag information like the user to determine the classification and labeling deleted, the deletion of classification and labeling 次添加至所述信息展示页面。 Times added to display the information page.
  15. 15.如权利要求9-14任一项所述的信息推荐装置,其特征在于,所述第一获取模块具体用于: 分别获取用户针对所述每个分类标签对应的多个信息内容的浏览行为记录,并对所述浏览行为记录进行分析,并根据分析结果生成所述多个信息内容的用户喜好标识,其中,所述浏览行为记录包括浏览所述信息展示页面时的页面停留时间、页面下拉长度、对所述页面的喜好标记中的一种或多种。 Browse respectively acquire a plurality of information contents of the user for each classification label corresponding to: An information recommendation apparatus according to any one of claims 9-14, wherein said first module is configured to obtain behavior record, and the record browsing behavior is analyzed, and the plurality of user information is generated based on the content analysis to identify preferences, wherein the record browsing behavior including browsing the page information display page when the dwell time, page drop-down length, like the pages of one or more markers.
  16. 16.一种移动终端,其特征在于,包括:壳体、处理器、存储器、电路板和电源电路,其中, 所述电路板安置在所述壳体围成的空间内部,所述处理器和所述存储器设置在所述电路板上; 所述电源电路,用于为所述移动终端的各个电路或器件供电; 所述存储器用于存储可执行程序代码; 所述处理器通过读取所述存储器中存储的可执行程序代码来运行与所述可执行程序代码对应的程序,以用于: 提供信息展示页面,其中,所述信息展示页面中展示多个分类标签; 分别获取每个分类标签对应的多个信息内容的用户喜好标识; 根据所述用户喜好标识获取所述每个分类标签对应的用户喜好信息,并根据所述每个分类标签对应的用户喜好信息对所述信息展示页面进行标签管理; 根据进行标签管理后的信息展示页面中展示的分类标签进行信息推荐。 16. A mobile terminal, comprising: a housing, a processor, a memory, and a power supply circuit board, wherein said circuit board is disposed inside the space enclosed in the housing, said processor, and said memory is provided on the circuit board; the power supply circuit, each circuit or device used to supply the mobile terminal; a memory for storing executable program code; the processor by reading the executable program code stored in the memory to run the program with the corresponding executable program code, to: provide a display page information, wherein said information display page is shown in a plurality of classification labels; labels are acquired each category corresponding to the plurality of user preference information contents identifier; obtaining a classification label corresponding to each user according to the user preference preference identification information and preference information of the display page information according to the classification label corresponding to each user label management; recommendations based on the information display page information after the label is shown in the management category labels.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104933170A (en) * 2015-06-30 2015-09-23 小米科技有限责任公司 Information exhibition method and device

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101968802A (en) * 2010-09-30 2011-02-09 百度在线网络技术(北京)有限公司 Method and equipment for recommending content of Internet based on user browse behavior
US20120254170A1 (en) * 2007-08-30 2012-10-04 Samsung Electronics Co., Ltd. Method and apparatus for constructing user profile using content tag, and method for content recommendation using the constructed user profile
CN103997507A (en) * 2013-02-20 2014-08-20 腾讯科技(深圳)有限公司 Information push method and apparatus

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120254170A1 (en) * 2007-08-30 2012-10-04 Samsung Electronics Co., Ltd. Method and apparatus for constructing user profile using content tag, and method for content recommendation using the constructed user profile
CN101968802A (en) * 2010-09-30 2011-02-09 百度在线网络技术(北京)有限公司 Method and equipment for recommending content of Internet based on user browse behavior
CN103997507A (en) * 2013-02-20 2014-08-20 腾讯科技(深圳)有限公司 Information push method and apparatus

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
邓双义: "基于语义的标签推荐系统关键问题研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104933170A (en) * 2015-06-30 2015-09-23 小米科技有限责任公司 Information exhibition method and device

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