Mining User Generated Content 1st Edition by Marie Francine Moens, Juanzi Li, Tat Seng Chua 1466557419 9781466557413

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Product details:

ISBN 10: 1466557419 

ISBN 13: 9781466557413

Author: Marie-Francine Moens; Juanzi Li; Tat-Seng Chua

This volume 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. The book describes how to mine various media, including social annotation, music information retrieval, and networks, and discusses the mining and searching of different types of UGC, such as Wikis and blogs. It also presents many applications of UGC, including the use of UGC to answer questions and summarize information.

Table of contents:

Part I: Introduction

Chapter 1: Mining User Generated Content and Its Applications

Part II: Mining Different Media

Chapter 2: Social Annotation

Chapter 3: Sentiment Analysis in UGC

Chapter 4: Mining User Generated Data for Music Information Retrieval

Chapter 5: Graph and Network Pattern Mining

Part III: Mining and Searching Different Types of UGC

Chapter 6: Knowledge Extraction from Wikis/BBS/Blogs/News Web Sites

Chapter 7: User Generated Content Search

Chapter 8: Annotating Japanese Blogs with Syntactic and Affective Information

Part IV: Applications

Chapter 9: Question-Answering of UGC

Chapter 10: Summarization of UGC

Chapter 11: Recommender Systems

Chapter 12: Conclusions and a Road Map for Future Developments

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Tags: Marie Francine Moens, Juanzi Li, Tat Seng Chua, Generated