Sentiment Analysis Of Web Forums: Comparison Between SentiWordNet And SentiStrength

Chalothorn, Tawunrat and Ellman, Jeremy (2012) Sentiment Analysis Of Web Forums: Comparison Between SentiWordNet And SentiStrength. In: 4th International Conference on Computer Technology and Development (ICCTD 2013), 24-25 November 2012, Bangkok, Thailand.

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Abstract

Internet has become a major tool for communication, training, fundraising, media operations, and recruitment, and these processes often use web forums. This paper intended to find suitable technique for analysing selected web forums that included radical content by presenting a comparison between SentiWordNet and SentiStrength. SentiWordNet is a lexical resource for supporting opinion mining by assigning a positivity score and a negativity score to each WordNet. SentiStrength is a technique that was developed from comments on MySpace. It uses human-designed lexical and emotional terms with a set of amplification, diminishing and negation rules. The results have been presented and discussed.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: analysis, web forums, radical
Subjects: G700 Artificial Intelligence
Department: Faculties > Engineering and Environment > Mathematics, Physics and Electrical Engineering
Depositing User: Jeremy Ellman
Date Deposited: 18 Oct 2013 10:00
Last Modified: 09 May 2017 06:05
URI: http://nrl.northumbria.ac.uk/id/eprint/13076

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