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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. |
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The Intelligent Web: Search, smart algorithms, and big data
As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web... | | The Perl, Version 4.0 / Perl in a Nutshell, 2nd Edition
Version 4.0 of O'Reilly's ""The Perl CD Bookshelf gives programmers convenient online access to their favorite Perl books, all from their CD-ROM drive. We've updated this best-selling product with electronic versions of six popular books. Included are the second editions of ""Perl in a Nutshell, and ... | | Graphics and GUIs with MATLAB, Third Edition (Graphics & GUIs with MATLAB)
MATLAB®, now the industry-standard engineering language for computation, analysis, and visualization, continues to evolve in its capabilities. Version 6.x incorporated several major improvements, including significant enhancements to its graphics features, such as transparencies, increased 3-D visualization, and an improved rendering... |
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