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KDD
2005
ACM
185views Data Mining» more  KDD 2005»
16 years 7 days ago
Mining comparable bilingual text corpora for cross-language information integration
Integrating information in multiple natural languages is a challenging task that often requires manually created linguistic resources such as a bilingual dictionary or examples of...
Tao Tao, ChengXiang Zhai
JMLR
2010
145views more  JMLR 2010»
14 years 6 months ago
Event based text mining for integrated network construction
The scientific literature is a rich and challenging data source for research in systems biology, providing numerous interactions between biological entities. Text mining technique...
Yvan Saeys, Sofie Van Landeghem, Yves Van de Peer
TKDE
2012
229views Formal Methods» more  TKDE 2012»
13 years 2 months ago
Effective Pattern Discovery for Text Mining
—Many data mining techniques have been proposed for mining useful patterns in text documents. However, how to effectively use and update discovered patterns is still an open rese...
Ning Zhong, Yuefeng Li, Sheng-Tang Wu
WSTST
2005
Springer
15 years 5 months ago
An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining
Synonymy – different words with the same meaning – is a major problem for text mining systems. We have proposed asymmetric word similarities as a possible solution to this prob...
Trevor P. Martin, Masrah Azmi-Murad
CIKM
2005
Springer
15 years 5 months ago
Using appraisal groups for sentiment analysis
Little work to date in sentiment analysis (classifying texts by ‘positive’ or ‘negative’ orientation) has attempted to use fine-grained semantic distinctions in features ...
Casey Whitelaw, Navendu Garg, Shlomo Argamon