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Mining User Generated Content by Marie-Francine Moens at Abbey's Bookshop,
Mining User Generated Content
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Marie-Francine Moens Juanzi Li

Mining User Generated Content

Marie-Francine Moens,  Juanzi Li,  Tat-Seng Chua

$273

Hardback

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English
CRC Press Inc
28 January 2014
Data mining
Series: Social Media and Social Computing
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia, and multilingual data. Researchers must also know how to assess the social aspects of UGC, such as user relations and influential users.

Mining User Generated Content is the first focused effort to compile state-of-the-art research and address future directions of UGC. It explains how to collect, index, and analyze UGC to uncover social trends and user habits.

Divided into four parts, the book focuses on the mining and applications of UGC. The first part presents an introduction to this new and exciting topic. Covering the mining of UGC of different medium types, the second part discusses the social annotation of UGC, social network graph construction and community mining, mining of UGC to assist in music retrieval, and the popular but difficult topic of UGC sentiment analysis. The third part describes the mining and searching of various types of UGC, including knowledge extraction, search techniques for UGC content, and a specific study on the analysis and annotation of Japanese blogs. The fourth part on applications explores the use of UGC to support question-answering, information summarization, and recommendations.
Edited by:   , ,
Imprint:   CRC Press Inc
Country of Publication:   United States
Dimensions:   Height: 234mm,  Width: 156mm,  Spine: 30mm
Weight:   793g
ISBN:   9781466557406
ISBN 10:   1466557400
Series:   Social Media and Social Computing
Pages:   474
Publication Date:  
Audience:   College/higher education ,  General/trade ,  Primary ,  ELT Advanced
Format:   Hardback
Publisher's Status:   Active

Marie-Francine Moens, Juanzi Li, Tat-Seng Chua

Reviews for Mining User Generated Content

This book is timely in collating the experiences and progress in the user-generated content (UGC) area. ... this book is contemporary and provides insights into the UGC work in a comprehensible way. It will be well appreciated by researchers, academicians, and practitioners. -Computing Reviews, June 2015


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