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HIClass : hyper-interactive text classification by interactive supervision of document and term labels

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Title HIClass : hyper-interactive text classification by interactive supervision of document and term labels
 
Creator GODBOLE, S
HARPALE, A
SARAWAGI, S
CHAKRABARTI, S
 
Description We present the HIClass (Hyper Interactive text Classification) system, an interactive text classification system which combines the cognitive power of humans with the power of automated learners to make statistically sound classification decisions. HIClass is based on active learning principles and has aids for detailed analysis and fine tuning of text classifiers while exerting a low cognitive load on the user.
 
Publisher SPRINGER-VERLAG BERLIN
 
Date 2011-10-23T16:06:31Z
2011-12-15T09:11:13Z
2011-10-23T16:06:31Z
2011-12-15T09:11:13Z
2004
 
Type Article; Proceedings Paper
 
Identifier KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2004, PROCEEDINGS,3202,546-548
3-540-23108-0
0302-9743
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15171
http://hdl.handle.net/100/1934
 
Source 15th European Conference on Machine Learning/8th European Conference on Principles and Practice of Knowledge Discovery in Databases,Pisa, ITALY,SEP 20-24, 2004
 
Language English