TY - GEN
T1 - Domain-specific term extraction from free texts
AU - Zhang, Chunxia
AU - Niu, Zhendong
AU - Jiang, Peng
AU - Fu, Hongping
PY - 2012
Y1 - 2012
N2 - Domain-specific term extraction is a subtask of domain-specific ontology construction, and has been applied into text classification, information retrieval, question answering, automatic indexing, and machine translation and so on. In this paper, we propose an iterative bootstrapping approach to extracting domain-specific terms from un-annotated Chinese free texts. The strings whose internal components are with more probabilities being inside domain-specific terms are identified as candidate terms. Experimental results on three domains of computer, military, and archaeology demonstrate the effectiveness and domain independent nature of our approach.
AB - Domain-specific term extraction is a subtask of domain-specific ontology construction, and has been applied into text classification, information retrieval, question answering, automatic indexing, and machine translation and so on. In this paper, we propose an iterative bootstrapping approach to extracting domain-specific terms from un-annotated Chinese free texts. The strings whose internal components are with more probabilities being inside domain-specific terms are identified as candidate terms. Experimental results on three domains of computer, military, and archaeology demonstrate the effectiveness and domain independent nature of our approach.
KW - Chinese texts
KW - domain-specific ontology
KW - iterative bootstrapping method
KW - term extraction
UR - https://www.scopus.com/pages/publications/84872899339
U2 - 10.1109/FSKD.2012.6234350
DO - 10.1109/FSKD.2012.6234350
M3 - Conference contribution
AN - SCOPUS:84872899339
SN - 9781467300223
T3 - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
SP - 1290
EP - 1293
BT - Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
T2 - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012
Y2 - 29 May 2012 through 31 May 2012
ER -