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TwitPre: Tweets Preprocessing Tool for Social Media Analysis

http://hdl.handle.net/20.500.12678/0000004806
01e3e2a9-90f9-411f-8ee8-6c7fcf85225f
06345a6d-7ce3-488c-9df6-89e6cb726dfa
Publication type
Article
Upload type
Publication
Title
Title TwitPre: Tweets Preprocessing Tool for Social Media Analysis
Language en
Publication date 2017-02-16
Authors
Thu, Pyae Phyo
Nwe, Nwe
Description
Ever escalating usage of social media brings asa powerful communication and information sharingtool used by millions of people around the world topost how they feel and what is happening now. It turninto a potential source of crowd wisdom extractionespecially in terms of sentiments analysis and opinionmining which lead to a significant task of currentresearch area. Major challenges in this area is to tamethe data in terms of noise, relevance, emoticons,folksonomies and slangs. TwitPre offer a regularexpression based preprocessing tasks on tweets.Expressions are defined according to the outcomes ofelegant analysis on twitter data. Experiments werecarried out to observe the effect of proposed tool whichclearly indicates the improvements in accuracycompared with the existing baseline.
Keywords
Social Media Analysis, Tweets Preprocessing Tool
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/702
Journal articles
Fifteenth International Conference on Computer Applications(ICCA 2017)
Conference papers
Books/reports/chapters
Thesis/dissertations
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