Approach for building high-quality domain ontology based on the Chinese Wikipedia
|Approach for building high-quality domain ontology based on the Chinese Wikipedia|
|Author(s)||Wu T., Tang Z., Xiao K.|
|Published in||ICIC Express Letters|
|Keyword(s)||Decision tree, Ontology, Quality of article, Wikipedia (Extra: Decision trees, Ontology, C4.5 algorithm, Dbpedia, Domain ontologies, High quality, New approaches, Wikipedia, Data mining)|
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In this paper, we propose a new approach for building high-quality domain ontology based on the Chinese Wikipedia. In contrast to traditional Wikipedia ontologies, such as DBpedia and YAGO, the domain ontology built in this paper consist of highquality articles. We make use of the C4.5 algorithm to hunt high-quality articles from specific domain in Wikipedia. As a result, a domain ontology is built accordingly.
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