Recommendation and Search in Social Networks

Özgür Ulusoy, Abdullah Uz Tansel, Erol Arkun (Herausgeber)

Buch | Softcover

XI, 289 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-36480-3 (ISBN)

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This edited volume offers a clear in-depth overview of research covering a variety of issues in social search and recommendation systems. Within the broader context of social network analysis it focuses on important and up-coming topics such as real-time event data collection, frequent-sharing pattern mining, improvement of computer-mediated communication, social tagging information, search system personalization, new detection mechanisms for the identification of online user groups, and many more. The twelve contributed chapters are extended versions of conference papers as well as completely new invited chapters in the field of social search and recommendation systems. This first-of-its kind survey of current methods will be of interest to researchers from both academia and industry working in the field of social networks.

Adaptive Identification of Hashtags for Real-Time Event Data Collection.- Comparison of Emoticon Recommendation Methods to Improve Computer-Mediated Communication.- Accuracy vs Novelty & Diversity in Recommender Systems: A Non-Uniform Random Walk Approach.- Social Network Derived Credibility.- Anonymizing Social Network Data for Maximal Frequent-Sharing Pattern Mining.- A Comprehensive Analysis of Detection of Online Paid Posters.- An Improved Collaborative Recommendation System by Integration of Social Tagging Data.- Personalization of Web Search using Social Signals.- The Pareto Principle is Everywhere: Finding Informative Sentences for Opinion Summarization through Leader Detection.- Social Media Question Asking: A Developing Country Perspective.- Evolutionary Influence Maximization in Viral-Marketing.- Mining and Analyzing the Italian Parliament: Party Structure and Evolution.

Erscheinungsdatum	04.11.2016
Reihe/Serie	Lecture Notes in Social Networks
Zusatzinfo	XI, 289 p. 111 illus., 67 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	Analysis of Detection of Online Paid Posters • Anonymous Social Network Data • Applications of Graph Theory and Complex Networks • Complex analysis, complex variables • Complexity • Computer Science • Cybernetics and systems theory • Data Mining • data mining and knowledge discovery • Expert systems / knowledge-based systems • Frequent-Sharing Pattern Mining • Markov Models for SNA • Mathematical Physics • Media Sociology • Non-Uniform Random Walks • Real-Time Event Data • Recommendation Systems • Search System Personalization • Social Network Websites • Social Signal Web Searches • Sociology
ISBN-10	3-319-36480-4 / 3319364804
ISBN-13	978-3-319-36480-3 / 9783319364803
Zustand	Neuware