Title :
OntoMiner: bootstrapping and populating ontologies from domain-specific Web sites
Author :
Davalcu, H. ; Vadrevu, Srinivas ; Nagarajan, Saravanakumar ; Ramakrishnan, I.V.
Author_Institution :
Comput. Sci. & Eng. Dept., Arizona State Univ., Tempe, AZ, USA
Abstract :
Key to the Semantic Web idea are ontologies that can transform legacy HTML documents into Semantic Web documents and encode domain knowledge to facilitate automated reasoning. The techniques presented in the paper can help bootstrap and populate specialized domain ontologies.
Keywords :
Internet; Web sites; data mining; hypermedia markup languages; inference mechanisms; learning (artificial intelligence); meta data; OntoMiner; Semantic Web; automated reasoning; bootstrapping; domain knowledge; domain-specific Web sites; legacy HTML documents; metadata; ontologies; Data mining; HTML; Humans; Ontologies; Organizing; Partitioning algorithms; Semantic Web; Taxonomy; Web pages; XML;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2003.1234766
