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Opinion mining: Reviewed from word to document level

Missen, Malik Muhammad Saad and Boughanem, Mohand and Cabanac, Guillaume Opinion mining: Reviewed from word to document level. (2013) Social Network Analysis and Mining, 3 (1). 107-125. ISSN 1869-5450

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Official URL: http://dx.doi.org/10.1007/s13278-012-0057-9

Abstract

Opinion mining is one of the most challenging tasks of the field of information retrieval. Research community has been publishing a number of articles on this topic but a significant increase in interest has been observed during the past decade especially after the launch of several online social networks. In this paper, we provide a very detailed overview of the related work of opinion mining. Following features of our review make it stand unique among the works of similar kind: (1) it presents a very different perspective of the opinion mining field by discussing the work on different granularity levels (like word, sentences, and document levels) which is very unique and much required, (2) discussion of the related work in terms of challenges of the field of opinion mining, (3) document level discussion of the related work gives an overview of opinion mining task in blogosphere, one of most popular online social network, and (4) highlights the importance of online social networks for opinion mining task and other related sub-tasks.

Item Type:Article
Additional Information:Thanks to Springer editor. The definitive version is available at http://link.springer.com/article/10.1007%2Fs13278-012-0057-9
HAL Id:hal-01139760
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > The Islamia University of Bahawalpur - IUB (PAKISTAN)
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Deposited By: IRIT IRIT
Deposited On:07 Apr 2015 07:17

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