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Mining User-Generated Content for Social Research and Other Applications

Mining User-Generated Content for Social Research and Other Applications

Rafael E. Banchs, Carlos G. Rodríguez Penagos
Copyright: © 2013 |Pages: 35
ISBN13: 9781466621695|ISBN10: 1466621699|EISBN13: 9781466621701
DOI: 10.4018/978-1-4666-2169-5.ch010
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MLA

Banchs, Rafael E., and Carlos G. Rodríguez Penagos. "Mining User-Generated Content for Social Research and Other Applications." Emerging Applications of Natural Language Processing: Concepts and New Research, edited by Sivaji Bandyopadhyay, et al., IGI Global, 2013, pp. 230-264. https://doi.org/10.4018/978-1-4666-2169-5.ch010

APA

Banchs, R. E. & Penagos, C. G. (2013). Mining User-Generated Content for Social Research and Other Applications. In S. Bandyopadhyay, S. Naskar, & A. Ekbal (Eds.), Emerging Applications of Natural Language Processing: Concepts and New Research (pp. 230-264). IGI Global. https://doi.org/10.4018/978-1-4666-2169-5.ch010

Chicago

Banchs, Rafael E., and Carlos G. Rodríguez Penagos. "Mining User-Generated Content for Social Research and Other Applications." In Emerging Applications of Natural Language Processing: Concepts and New Research, edited by Sivaji Bandyopadhyay, Sudip Kumar Naskar, and Asif Ekbal, 230-264. Hershey, PA: IGI Global, 2013. https://doi.org/10.4018/978-1-4666-2169-5.ch010

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Abstract

The main objective of this chapter is to present a general overview of the most relevant applications of text mining and natural language processing technologies evolving and emerging around the Web 2.0 phenomenon (such as automatic categorization, document summarization, question answering, dialogue management, opinion mining, sentiment analysis, outlier identification, misbehavior detection, and social estimation and forecasting) along with the main challenges and new research opportunities that are directly and indirectly derived from them.

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