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Building knowledge base for Vietnamese information retrieval
Abstract At present, Vietnamese knowledge base (vnKAt present, Vietnamese knowledge base (vnKB) is one of the most important focuses of Vietnamese researchers because of its applications in wide areas such as Information Retrieval (IR), Machine Translation (MT) etc. There have been several separate projects developing vnKB in various domains. The training in vnBK is the most difficulty because of quantity and quality of training data, and lacking of available Vietnamese corpus with acceptable quality. This paper introduces an approach, which first extracts semantic information from Vietnamese Wikipedia (vnWK), then trains the proposed vnKB by applying support vector machine (SVM) technique. The experimentation of the proposed approach shows that it is a potential solution because of its good results and proves that it can provide more valuable benefits when applying to our Vietnamese Semantic Information Retrieval system.ese Semantic Information Retrieval system.
Abstractsub At present, Vietnamese knowledge base (vnKAt present, Vietnamese knowledge base (vnKB) is one of the most important focuses of Vietnamese researchers because of its applications in wide areas such as Information Retrieval (IR), Machine Translation (MT) etc. There have been several separate projects developing vnKB in various domains. The training in vnBK is the most difficulty because of quantity and quality of training data, and lacking of available Vietnamese corpus with acceptable quality. This paper introduces an approach, which first extracts semantic information from Vietnamese Wikipedia (vnWK), then trains the proposed vnKB by applying support vector machine (SVM) technique. The experimentation of the proposed approach shows that it is a potential solution because of its good results and proves that it can provide more valuable benefits when applying to our Vietnamese Semantic Information Retrieval system.ese Semantic Information Retrieval system.
Bibtextype inproceedings  +
Doi 10.1145/1806338.1806428  +
Has author Nguyen T.C. + , Le H.M. + , Phan T.T. +
Has extra keyword Knowledge base + , Machine translations + , Potential solutions + , Semantic information + , Semantic information retrieval + , Support vector machine techniques + , Term extraction + , Topic Classification + , Training data + , Wide area + , Wikipedia + , Information theory + , Knowledge based systems + , Locomotives + , Natural language processing systems + , Railroad cars + , Semantics + , Speech transmission + , Web services + , Information retrieval +
Has keyword Knowledge base + , SVM + , Term extraction + , Topic classification + , VnKB +
Isbn 9781605586601  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 482–486  +
Published in IiWAS2009 - The 11th International Conference on Information Integration and Web-based Applications and Services +
Title Building knowledge base for Vietnamese information retrieval +
Type conference paper  +
Year 2009 +
Creation dateThis property is a special property in this wiki. 6 November 2014 23:39:17  +
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. 6 November 2014 23:39:17  +
DateThis property is a special property in this wiki. 2009  +
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