原名「台灣學術線上」
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項次 書目
1
題名:A Chinese Term Clustering Mechanism for Generating Semantic Concepts of a News Ontology     (52點)
著者:Chang-Shing LeeYau-Hwang KuoChia-Hsin LiaoZhi-Wei Jian
出版地區:台灣
出版城市:台北市
學科:電機資訊
關鍵字:Ontology ; Chinese Natural Language Processing ; Fuzzy Inference ; Feature Selection ; Concept Clustering
刊名:International Journal of Computational Linguistics & Chinese Language Processing
卷期:10卷2期(2005.7)
頁碼:277-302
語言:英語
摘要: 英文摘要PDF

In order to efficiently manage and use knowledge, ontology technologies are widely applied to various kinds of domain knowledge. This paper proposes a Chinese term clustering mechanism for generating semantic concepts of a news ontology. We utilize the parallel fuzzy inference mechanism to infer the conceptual resonance strength of a Chinese term pair. There are four input fuzzy variables, consisting of a Part-of-Speech (POS) fuzzy variable, Term Vocabulary (TV) fuzzy variable, Term Association (TA) fuzzy variable, and Common Term Association (CTA) fuzzy variable, and one output fuzzy variable, the Conceptual Resonance Strength (CRS), in the mechanism. In addition, the CKIP tool is used in Chinese natural language processing tasks, including POS tagging, refining tagging, and stop word filtering. The fuzzy compatibility relation approach to the semantic concept clustering is also proposed. Simulation results show that our approach can effectively cluster Chinese terms to generate the semantic concepts of a news ontology.


    

本卷期目次
International Journal of Computational Linguistics & Chinese Language Processing 10卷2期 (2005.7)
TAICAR-The Collection and Annotation of an In-Car Speech Database Created in Taiwan/ Hsien-Chang WangChung-Hsien YangJhing-Fa WangChung-Hsien WuJen-Tzung Chien
Design and Development of a Bilingual Reading Comprehension Corpus/ Kui XuHelen Meng
Mandarin Topic-oriented Conversations/ Shu-Chuan Tseng
The Formosan Language Archive: Linguistic Analysis and Language Processing/ Elizabeth ZeitounChing-Hua Yu
A Chinese Term Clustering Mechanism for Generating Semantic Concepts of a News Ontology/ Chang-Shing LEEYau-Hwang KuoChia-Hsin LiaoZhi-Wei Jian
Automatic Segmentation and Labeling for Mandarin Chinese Speech Corpora for Concatenation-based TTS/ Cheng-Yuan LinJyh-Shing Roger JangKuan-Ting Chen
MATBN: A Mandarin Chinese Broadcast News Corpus/ Hsin-Min WangBerlin ChenJen-Wei KuoShih-Sian Cheng
Automatic Segmentation and Labeling for Mandarin Chinese Speech Corpora for Concatenation-based TTS/ Cheng-Yuan LinJyh-Shing Roger JangKuan-Ting Chen
The Formosan Language Archive: Linguistic Analysis and Language Processing/ Elizabeth ZeitounChing-Hua Yu
Mandarin Topic-oriented Conversations/ Shu-Chuan Tseng
MATBN: A Mandarin Chinese Broadcast News Corpus/ Hsin-Min WangBerlin ChenJen-Wei KuoShih-Sian Cheng
TAICAR-The Collection and Annotation of an In-Car Speech Database Created in Taiwan/ Hsien-Chang WangChung-Hsien YangJhing-Fa WangChung-Hsien WuJen-Tzung Chien
Design and Development of a Bilingual Reading Comprehension Corpus/ Kui XuHelen Meng
A Chinese Term Clustering Mechanism for Generating Semantic Concepts of a News Ontology/ Chang-Shing LeeYau-Hwang KuoChia-Hsin LiaoZhi-Wei Jian
 
   
 
   

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