SYSTEMS AND METHODS FOR PROVIDING RECOMMENDATIONS

专利名称：SYSTEMS AND METHODS FOR PROVIDING

RECOMMENDATIONS BASED ON

COLLABORATIVE AND/OR CONTENT-BASEDNODAL INTERRELATIONSHIPS

发明人：Nathan R. WILSON,Emily A. Hueske,Thomas

C. Copeman

申请号：US14687720申请日：20150415

公开号：US20150220835A1公开日：20150806

专利附图：

摘要：In selected embodiments a recommendation generator builds a network ofinterrelationships between venues, reviewers and users based on their attributes andreviewer and user reviews of the venues. Each interrelationship or link may be positive ornegative and may accumulate with other links (or anti-links) to provide nodal links thestrength of which are based on commonality of attributes among the linked nodesand/or common preferences that one node, such as a reviewer, expresses for othernodes, such as venues. The links may be first order (based on a direct relationshipbetween, for instance, a reviewer and a venue) or higher order (based on, for instance, thefact that two venue are both liked by a given reviewer). The recommendation engine incertain embodiments determines recommended venues based on user attributes andvenue preferences by aggregating the link matrices and determining the venues whichare most strongly coupled to the user.

申请人：NARA LOGICS, INC.

地址：Cambridge MA US

国籍：US

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