Free Ebook Social Network-Based Recommender Systems
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This book introduces novel techniques and algorithms necessary to support the formation of social networks. Concepts such as link prediction, graph patterns, recommendation systems based on user reputation, strategic partner selection, collaborative systems and network formation based on social brokers are presented. Chapters cover a wide range of models and algorithms, including graph models and a personalized PageRank model. Extensive experiments and scenarios using real world datasets from GitHub, Facebook, Twitter, Google Plus and the European Union ICT research collaborations serve to enhance reader understanding of the material with clear applications. Each chapter concludes with an analysis and detailed summary. Social Network-Based Recommender Systems is designed as a reference for professionals and researchers working in social network analysis and companies working on recommender systems. Advanced-level students studying computer science, statistics or mathematics will also find this books useful as a secondary text. IEEE Transactions on Emerging Topics in Computing IEEE Transactions on Emerging Topics in Computing publishes papers on emerging aspects of computer science computing technology and computing applications not Empirical Analysis of Predictive Algorithms for Collaborative filtering or recommender systems use a database about user preferences to predict additional topics or products a new user might like In this paper we Tutorials KDD 2014 8/24-27 New York: Data Mining for Tutorials Twelve tutorials taught by data science experts and thought leaders Visit the program page for their times and locations Final year IEEE ProjectsIEEE 2013 ProjectsIEEE 2014 IEEE ProjectsIEEE 2013 ProjectsIEEE 2014 Projects IEEE Academic ProjectsIEEE 2013-2014 ProjectsIEEE Training Center Chennai Tamilnadu IEEE Projects Chennai Course Descriptions Department of Software and ITIS 5156 Computer-Aided Instruction (3) Prerequisite: Permission of department History of CAI; study of current CAI systems; development of man-machine dialogue Deep Neural Networks for YouTube Recommendations YouTube represents one of the largest scale and most sophisticated industrial recommendation systems in existence In this paper we describe the system at a high Recommender system - Wikipedia A recommender system or a recommendation system (sometimes replacing "system" with a synonym such as platform or engine) is a subclass of information filtering system Procedia Computer Science - ScienceDirectcom Procedia Computer Science Volume 107 Pages 1-896 (2017) Advances in Information and Communication Technology: Proceedings of 7th International Congress of Program KDD 2014 8/24-27 New York: Data Mining for Its not often we get to peer into the details of how big corporates use predictive modeling in practice In this talk Sprints Head of Predictive Modeling Professor Jie Lu - Home University of Technology Sydney Distinguished Professor Jie Lu is the Associate Dean (Research Excellence) in the Faculty of Engineering and Information Technology (FEIT) She is also the Director
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