REAL-TIME RECOMMENDATION OF ENTITIES BY PROJECTION AND COMPARISON IN VECTOR SPACES

    公开(公告)号:US20170337612A1

    公开(公告)日:2017-11-23

    申请号:US15162129

    申请日:2016-05-23

    Applicant: eBay Inc.

    CPC classification number: G06Q30/0631 G06Q30/0641

    Abstract: A system and method to evaluate the affinity of a collection of sale items to a user's interests. The affinity is a measure of how closely a user's interests match the contents of a collection (e.g., a collection of items selected by a seller, other user, or employee of the sales site). The method may determine the affinity of various collections by using a vector-space distance measure between the user's categories of interest and the relative percentages of various categories of items in each collection's. The method may also add a quality score for the collection to the affinity score and/or a random value to ensure that the system recommends high quality collections does not recommend the same set of collections every time the user logs in or visits the sales site.

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