CONTENT RECOMMENDATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM

    公开(公告)号:US20210326674A1

    公开(公告)日:2021-10-21

    申请号:US17362887

    申请日:2021-06-29

    Abstract: This application discloses a content recommendation method performed at a computer device and belongs to the field of artificial intelligence. The method includes: acquiring a target user vector of a target user; determining n groups of seed user vectors according to the target user vector, each group of seed user vectors corresponding to a respective piece of candidate recommendation content; invoking a look-alike model to calculate a similarity between the target user vector and each group of seed user vectors, the look-alike model being used for calculating a similarity between user vectors based on an attention mechanism; and determining, among the n pieces of candidate recommendation content, target content to be recommended to the target user according to the respective similarities of the corresponding n groups of seed user vectors. This application can resolve a problem of relatively low accuracy of a recommendation method in the related art.

    User tag generation method and apparatus, storage medium, and computer device

    公开(公告)号:US12190583B2

    公开(公告)日:2025-01-07

    申请号:US17321226

    申请日:2021-05-14

    Inventor: Xin Chen Su Yan

    Abstract: This application relates to a user tag generation method performed by a computer device, relating to the field of neural networks. The method includes: obtaining discrete user data corresponding to a target user identifier in multiple feature fields respectively; for each feature field, obtaining an intra-field feature corresponding to the target user identifier according to the discrete user data in the feature field; merging the intra-field features to obtain an inter-field feature corresponding to the target user identifier; performing feature crossing on sub-features in the inter-field feature to obtain a cross feature corresponding to the target user identifier; and selecting, from candidate user tags, a target user tag corresponding to the target user identifier according to the inter-field feature and the cross feature. The solutions provided by this application can improve the accuracy of generating user tags.

    Method and apparatus for generating a personalized page
    8.
    发明申请
    Method and apparatus for generating a personalized page 审中-公开
    用于生成个性化页面的方法和装置

    公开(公告)号:US20140325378A1

    公开(公告)日:2014-10-30

    申请号:US14317876

    申请日:2014-06-27

    Inventor: Xin Chen

    CPC classification number: H04L67/22 G06F16/9535 G06F16/958

    Abstract: A method for generating a personalized page is provided, in which: various characteristic behaviours of a user when the user visits a website are recorded, and for each of the characteristic behaviours, information of a subject matter corresponding to the characteristic behaviour is recorded, a page request is received from a client, and in response to the page request, a current behaviour of the user is detected, if the current behaviour belongs to one of the various characteristic behaviours, recorded information of all subject matters corresponding to the current behaviour is acquired, and a personalized page is generated according to the information of all subject matters corresponding to the current behaviour, and the personalized page is returned to the client. Additionally, an apparatus and a server for generating a personalized page are also provided.

    Abstract translation: 提供了一种用于生成个性化页面的方法,其中:当用户访问网站时记录用户的各种特征行为,并且对于每个特征行为,记录与特征行为相对应的主题的信息, 从客户端接收到页面请求,并且响应于页面请求,检测到用户的当前行为,如果当前行为属于各种特征行为之一,则与当前行为相对应的所有主题的记录信息是 并且根据与当前行为相对应的所有主题的信息生成个性化页面,并且将个性化页面返回给客户端。 此外,还提供了用于生成个性化页面的装置和服务器。

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