Title :
A Method of Automatically Acquiring Concepts in Domain Ontology from Chinese Corpus
Author :
Liu, Yajun ; Zhai, Ling ; Lisha Gao
Author_Institution :
Dept. of Comput. Sci. & Eng., Southeast Univ., Nanjing
Abstract :
This paper presents a method that makes use of a statistical language model to automatically acquire concepts from Chinese corpus for constructing ontology. The results show that it can automatically syncopate words, construct candidate compound word, count and estimate relativity between words in compound words. Finally, we evaluate compound words by calculating mutual information and context dependency analysis
Keywords :
natural languages; ontologies (artificial intelligence); statistical analysis; vocabulary; word processing; Chinese corpus; compound word processing; context dependency analysis; mutual information; ontology construction; statistical language model; Buildings; Collaborative work; Computer science; Data models; Design engineering; Design methodology; Information analysis; Mutual information; Natural languages; Ontologies; Ontology; concept acquisition; context dependency analysis; mutual information;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2006. CSCWD '06. 10th International Conference on
Conference_Location :
Nanjing
Print_ISBN :
1-4244-0164-X
Electronic_ISBN :
1-4244-0165-8
DOI :
10.1109/CSCWD.2006.253195
