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SYSTEMS AND METHODS TO PROVIDE LOCAL SUGGESTIONS BASED ON SPECTRAL CLUSTERING

机译:基于谱聚类提供局部建议的系统和方法

摘要

Systems, methods, and non-transitory computer readable media are configured to apply a spectral clustering technique to at least a portion of a similarity graph to generate clusters of geographic sub-regions constituting geographic regions. A tf-idf technique is performed to determine pages of a social networking system associated with a geographic region as potential local suggestions for a user associated with a geographic sub-region in the geographic region. References to at least a portion of the pages are presented as local suggestions to the user.
机译:系统,方法和非暂时性计算机可读介质被配置为将光谱聚类技术应用于相似度图的至少一部分,以生成构成地理区域的地理子区域的聚类。执行tf-idf技术以确定与地理区域相关联的社交网络系统的页面,作为针对与该地理区域中的地理子区域相关联的用户的潜在本地建议。对页面的至少一部分的参考被呈现为对用户的本地建议。

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