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中国人民大学高瓴人工智能学院徐君教授出版外文著作《Deep Learning for Matching in Search and Recommendation》(图)
徐君教授;外文著作;语义匹配
2021/11/2
近日,中国人民大学高瓴人工智能学院徐君教授出版了外文著作《Deep Learning for Matching in Search and Recommendation》(中文译作:《搜索与推荐中的深度语义匹配》)。本书从语义匹配的角度广泛调研了搜索与推荐任务的解决方案,对现有流行的深度匹配模型进行了系统的分析和对比,为研究和开发搜索及推荐模型提供了一种新的研究视角和工具。中国科学技术大学教授何向...
Improving Recommendation Quality by Merging Collaborative Filtering and Social Relationships
Collaborative Filtering Recommender Systems Social Networks Matrix Factorization
2015/7/21
Matrix Factorization techniques have been successfully applied to raise the quality of suggestions generated by Collaborative Filtering Systems (CFSs). Traditional CFSs based on Matrix Factorization o...
RECOMMENDATION PROCESS IN SR1 WEB DOCUMENT RECOMMENDER SYSTEM
web document recommender system content filtering collaborative filtering
2010/1/11
This paper presents a recommender system for web documents (given as
bookmarks). The system uses for classification a combination of content, event and
collaborative filters and for recommendation a...
Friend Recommendation According to Appearances on Photos
Appearance Preference Friend Recommendation
2013/7/16
Unlike the questionnaire based friend recommendation scheme used in Social Network Service (SNS) websites nowadays (e.g. online dating sites, online matchmaking sites), we focus on the fact that most...