Title :
Semi-automated extraction of ontological knowledge from XML datasources
Author :
Castano, S. ; De Antonellis, V. ; De Capitani di Vimercati ; Melchiori, M.
Author_Institution :
Dipt. di Sci. dell´´Informazione, Milan Univ., Italy
Abstract :
In the paper we present a methodology for the semiautomated extraction of ontological knowledge from XML data sources in a given domain. We consider an interconnection scenario over the Web, where various independent organizations use XML as a data interchange language for conducting business activities. The resulting ontology is organized into concepts and concept relationships at different levels of detail. Semantic links within and between the different levels are studied in order to capture and formalize semantic relationships between concepts to support multiple views on the ontological knowledge.
Keywords :
data mining; electronic data interchange; hypermedia markup languages; information resources; semantic networks; Web interconnection; XML datasources; business activities; concept relationships; data interchange language; formal semantic relationships; independent organizations; multiple views; ontological knowledge; semantic links; semi-automated extraction; Conferences; Construction industry; Data mining; Industrial relations; Information analysis; LAN interconnection; Mediation; Ontologies; Semantic Web; XML;
Conference_Titel :
Database and Expert Systems Applications, 2002. Proceedings. 13th International Workshop on
Print_ISBN :
0-7695-1668-8
DOI :
10.1109/DEXA.2002.1046003