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Enhancing automatic blog classification using concept-category vectorization
Abstract Blogging has gained popularity in recent yBlogging has gained popularity in recent years. Blog, a user generated content is a rich source of information and many research are conducted in finding ways to classify blogs. In this paper, we present the solution for automatic blog classification through our new framework using Wikipedia's category system. Our framework consists of two stages: The first stage is to find the meaningful terms from blogposts to a unique concept as well as disambiguate the terms belonging to more than one concept. The second stage is to determine the categories to which these found concepts appertain. Our Wikipedia based blog classification framework categorizes blog into topic based content for blog directories to perform future browsing and retrieval. Experimental results confirm that proposed framework categorizes blogposts effectively and efficiently.zes blogposts effectively and efficiently.
Abstractsub Blogging has gained popularity in recent yBlogging has gained popularity in recent years. Blog, a user generated content is a rich source of information and many research are conducted in finding ways to classify blogs. In this paper, we present the solution for automatic blog classification through our new framework using Wikipedia's category system. Our framework consists of two stages: The first stage is to find the meaningful terms from blogposts to a unique concept as well as disambiguate the terms belonging to more than one concept. The second stage is to determine the categories to which these found concepts appertain. Our Wikipedia based blog classification framework categorizes blog into topic based content for blog directories to perform future browsing and retrieval. Experimental results confirm that proposed framework categorizes blogposts effectively and efficiently.zes blogposts effectively and efficiently.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-25661-5_61  +
Has author Ayyasamy R.K. + , Alhashmi S.M. + , Eu-Gene S. + , Tahayna B. +
Has editor Wang Y.Li T. +
Has extra keyword Blogging + , Category systems + , Classification framework + , Two stage + , User generated content + , Vectorization + , Weighting scheme + , Wikipedia + , Intelligent systems + , Knowledge engineering + , Blogs +
Has keyword Blog classification + , Weighting Scheme + , Wikipedia +
Isbn 9783642256608  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 487–497  +
Published in Advances in Intelligent and Soft Computing +
Title Enhancing automatic blog classification using concept-category vectorization +
Type conference paper  +
Volume 123  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 19:03:25  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 19:03:25  +
DateThis property is a special property in this wiki. 2011  +
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