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A method of building Chinese field association knowledge from Wikipedia
Abstract Field Association (FA) terms form a limiteField Association (FA) terms form a limited set of discriminating terms that give us the knowledge to identify document fields. The primary goal of this research is to make a system that can imitate the process whereby humans recognize the fields by looking at a few Chinese FA terms in a document. This paper proposes a new approach to build a Chinese FA terms dictionary automatically from Wikipedia. 104,532 FA terms are added in the dictionary. The resulting FA terms by using this dictionary are applied to recognize the fields of 5,841 documents. The average accuracy in the experiment is 92.04%. The results show that the presented method is effective in building FA terms from Wikipedia automatically.ing FA terms from Wikipedia automatically.
Abstractsub Field Association (FA) terms form a limiteField Association (FA) terms form a limited set of discriminating terms that give us the knowledge to identify document fields. The primary goal of this research is to make a system that can imitate the process whereby humans recognize the fields by looking at a few Chinese FA terms in a document. This paper proposes a new approach to build a Chinese FA terms dictionary automatically from Wikipedia. 104,532 FA terms are added in the dictionary. The resulting FA terms by using this dictionary are applied to recognize the fields of 5,841 documents. The average accuracy in the experiment is 92.04%. The results show that the presented method is effective in building FA terms from Wikipedia automatically.ing FA terms from Wikipedia automatically.
Bibtextype inproceedings  +
Doi 10.1109/NLPKE.2009.5313781  +
Has author Lei Wang + , Susumu Yata + , Atlam E.-S. + , Masao Fuketa + , Kazuhiro Morita + , Bando H. + , Aoe J.-I. +
Has extra keyword Chinese documents + , FA terms dictionary + , Field association terms + , In-buildings + , New approaches + , Wikipedia + , Computational linguistics + , Natural language processing systems + , Knowledge engineering +
Has keyword Chinese documents + , Feature fields + , Field association terms + , Field recognition + , Wikipedia +
Isbn 9781424445387  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Published in 2009 International Conference on Natural Language Processing and Knowledge Engineering, NLP-KE 2009 +
Title A method of building Chinese field association knowledge from Wikipedia +
Type conference paper  +
Year 2009 +
Creation dateThis property is a special property in this wiki. 7 November 2014 10:45:42  +
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 10:45:42  +
DateThis property is a special property in this wiki. 2009  +
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