Recommendation and Search in Social Networks

Buch | Hardcover
XI, 289 Seiten
2015 | 2015
Springer International Publishing (Verlag)
978-3-319-14378-1 (ISBN)

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Recommendation and Search in Social Networks -
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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.

Erscheint lt. Verlag 19.3.2015
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
Gewicht 619 g
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Schlagworte Analysis of Detection of Online Paid Posters • Anonymous Social Network Data • Complexity • Frequent-Sharing Pattern Mining • Markov Models for SNA • Non-Uniform Random Walks • Real-Time Event Data • Recommendation Systems • Search System Personalization • Social Network Websites • Social Signal Web Searches
ISBN-10 3-319-14378-6 / 3319143786
ISBN-13 978-3-319-14378-1 / 9783319143781
Zustand Neuware
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