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Discovering context: Classifying tweets through a semantic transform based on wikipedia
Abstract By mapping messages into a large context, By mapping messages into a large context, we can compute the distances between them, and then classify them. We test this conjecture on Twitter messages: Messages are mapped onto their most similar Wikipedia pages, and the distances between pages are used as a proxy for the distances between messages. This technique yields more accurate classification of a set of Twitter messages than alternative techniques using string edit distance and latent semantic analysis.dit distance and latent semantic analysis.
Abstractsub By mapping messages into a large context, By mapping messages into a large context, we can compute the distances between them, and then classify them. We test this conjecture on Twitter messages: Messages are mapped onto their most similar Wikipedia pages, and the distances between pages are used as a proxy for the distances between messages. This technique yields more accurate classification of a set of Twitter messages than alternative techniques using string edit distance and latent semantic analysis.dit distance and latent semantic analysis.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-21852-1_55  +
Has author Yegin Genc + , Yasuaki Sakamoto + , Nickerson J.V. +
Has extra keyword Cognition + , Context + , Latent semantic analysis + , Text classification + , Wikipedia + , Adaptive systems + , Cognitive systems + , Social networking (online) + , Text processing + , Semantics +
Has keyword Cognition + , Context + , Latent semantic analysis + , Semantics + , Text classification + , Wikipedia +
Isbn 9783642218514  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 484–492  +
Published in Lecture Notes in Computer Science +
Title Discovering context: Classifying tweets through a semantic transform based on wikipedia +
Type conference paper  +
Volume 6780 LNAI  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 12:05:33  +
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 12:05:33  +
DateThis property is a special property in this wiki. 2011  +
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Discovering context: Classifying tweets through a semantic transform based on wikipedia + Title
 

 

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