DocumentCode :
3300249
Title :
To extract Ontology attribute value automatically based on WWW
Author :
Zhao, Qingliang ; Sui, Zhifang
Author_Institution :
Inst. of Comput. Linguistics, Peking Univ., Beijing
fYear :
2008
fDate :
19-22 Oct. 2008
Firstpage :
1
Lastpage :
7
Abstract :
Attribute value is among the most important information to describe ontology. However, few researches have been done about attribute values extraction so far. This paper proposes a method of extracting ontology attribute values automatically based on WWW. Firstly, a method based on a seeds set is described about interaction between relevant sentences selection including attribute values and attribute values extraction, so that we can extract and expand the target attribute value set by the redundancy of WWW. Secondly, we construct the seeds set with an automatic method instead of by hand. Finally, we build hierarchical clusters of the candidate attribute values to gain more accurate and complete results. Experiments have been done to compute the precision and recall. Also automatically enriched ontology information is used in Webpage content extraction to show its usage.
Keywords :
Internet; ontologies (artificial intelligence); WWW; Webpage content extraction; automatically enriched ontology information; ontology attribute value extraction; relevant sentences selection; seeds set; target attribute value set; Information retrieval; Libraries; Natural languages; Ontologies; Optical computing; Performance evaluation; Relational databases; Spatial databases; Testing; World Wide Web; Attribute value extraction; Ontology; Search Engine; WWW; interactive method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Language Processing and Knowledge Engineering, 2008. NLP-KE '08. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4515-8
Electronic_ISBN :
978-1-4244-2780-2
Type :
conf
DOI :
10.1109/NLPKE.2008.4906749
Filename :
4906749
Link To Document :
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