Automated construction Chinese domain ontology from Wikipedia
|Automated construction Chinese domain ontology from Wikipedia|
|Author(s)||Lian L., Ma J., Lei J., Song L., Liu L.|
|Published in||Proceedings - 4th International Conference on Natural Computation, ICNC 2008|
|Keyword(s)||Unknown (Extra: Feature extraction, Taxonomies, Automated constructions, Concept hierarchies, Domain ontologies, Redundant informations, Web users, Wikipedia, Ontology)|
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Automated construction Chinese domain ontology from Wikipedia is a 2008 conference paper written in English by Lian L., Ma J., Lei J., Song L., Liu L. and published in Proceedings - 4th International Conference on Natural Computation, ICNC 2008.
Wikipedia (Wiki) is a collaborative on-line encyclopedia, where web users are able to share their knowledge about a certain topic. How to make use of the rich knowledge in the Wiki is a big challenge. In this paper we propose a method to construct domain ontology from the Chinese Wiki automatically. The main Idea in this paper is based on the entry segmenting and Feature Text (FT) extracting, where we segment the name of entries and establish the concept hierarchy firstly. Secondly, we extract the FTs from the descriptions of entries to eliminate the redundant information. Finally we calculate the similarity between pairs of FTs to revise the concept hierarchy and gain non-taxonomy relations between concepts. The primary experiment indicates that our method is useful for Chinese domain ontology construction.
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