Title :
On Method and Automatic Construction Theory of Domain Ontology Based on Depended Text
Author :
Yao, Liu ; Zhifang, Sui ; Xuefei, Chen
Author_Institution :
Inst. of Computational Linguistics, Peking Univ., Beijing
fDate :
Aug. 30 2006-Sept. 1 2006
Abstract :
Based on analysis of relationship between ontology and conventional information organization and problems existing in ontology construction study and on authors´ experience of building ontology, the paper focuses on currently well accepted domain knowledge and domain experts´ effective domain which are two indispensable terms to quickly and successfully construct domain ontology. The paper also reconstructs and reuses existing accepted domain knowledge, establishes a set of depended texts´ ontology learning system, and finally realizes automatic construction of domain ontology concept description system through NLP theory and technology. This would further provide theory and technology support for domain ontology automatic construction
Keywords :
data mining; natural languages; ontologies (artificial intelligence); text analysis; thesauri; NLP technology; automatic construction theory; domain knowledge reconstruction; domain ontology learning system; information organization; natural language processing; ontology concept description system; ontology dependent text thesaurus; Buildings; Computational linguistics; Helium; Information analysis; Information management; Learning systems; Ontologies; Paper technology; Testing; Thesauri; Domain Ontology Ontology Dependent Text Thesaurus Construction;
Conference_Titel :
Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7695-2616-0
DOI :
10.1109/ICICIC.2006.322
