awsome-Rec

先导参考

• 大数据/推荐系统
  

资源索引

• 推荐系统重要会议和期刊

##数学基础

• 微积分学
  
• 矩阵理论
  
• 概率论
  

##视频教程 （1）Recommender systems by The University of Minnesota

##Booklist

• 项亮，推荐系统实践
  
• 蒋凡，推荐系统
• Recommender Systems Handbook

##博客收藏

• 推荐系统公共资源汇总

##重要机构&实验室

##Conference & Journal

• ACM SIGKDD: Special Interest Group on KnowledgeDiscovery and Data Mining
  • ADKDD
  • PAKDD
  • ECML-PKDD
• RecSys: The ACM Conference Series on Recommender Systems
• SIGIR: Special Interest Group on Information Retrieval
• UMAP: Conference on User Modeling, Adaptation and Personalization
• UMUAI: User Modeling and User-Adapted Interaction
• CHI: ACM CHI 2016: the top conference for Human-Computer Interaction
• ICDM: Industrial Conference on Data Mining
• CIKM: ACM International Conference on Information andKnowledge Management
• WSDM: The ACM WSDM Conference Series
• ACM EC: ACM Conference on Economics and Computation
• WWW: International WorldWide Web Conferences
• ESA: Expert Systems with Applications
• IJCAI: International Joint Conference on Artificial Intelligence
• SIGCHI: Special Interest Group on Computer-Human Interaction
• ECML: Special Interest Group on Computer-Human Interaction
• AAAI: Association for the Advancement of Artificial Intelligence
• ECAI: European Conference on Artificial Intelligence (ECAI)
• ECIR: European Conference on Information Retrieval
• IEEE TKDE: IEEE Transactions on Knowledge and Data Engineering • IEEE
• ACM TOIS: ACM Transactions on Information Systems (TOIS)
• ACM TIST: ACM TIST | Intelligent Systems and Technology
• ACM TKDD: The ACM Transactions on Knowledge Discovery from Data (TKDD)
• ACM TOCHI: ACM Transactions on Computer-Human Interaction
• CACM: Communications of the ACM

##Paperlist