A framework for ontology based rule acquisition from web documents

Sangun Park, Juyoung Kang, Wooju Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Rule based systems and agents are important applications of the Semantic Web constructs such as RDF, OWL, and SWRL. While there are plenty of utilities that support ontology generation and utilization, rule acquisition is still a bottleneck as an obstacle to wide propagation of rule based systems. To automatically acquire rules from unstructured texts, we develop a rule acquisition framework that uses a rule ontology. The ontology can be acquired from the rule base of a similar site, and then is used for rule acquisition in the other sites of the same domain. The procedure of ontology-based rule acquisition consists of rule component identification and rule composition. The former uses stemming and semantic similarity to extract variables and values from the Web page and the latter uses the best-first search method in composing the variables and values into rules.

Original languageEnglish
Title of host publicationWeb Reasoning and Rule Systems - First International Conference, RR 2007, Proceedings
PublisherSpringer Verlag
Pages229-238
Number of pages10
ISBN (Print)354072981X, 9783540729815
DOIs
Publication statusPublished - 2007
Event1st International Conference on Web Reasoning and Rule Systems, RR 2007 - Innsbruck, Austria
Duration: 2007 Jun 72007 Jun 8

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4524 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other1st International Conference on Web Reasoning and Rule Systems, RR 2007
CountryAustria
CityInnsbruck
Period07/6/707/6/8

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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    Park, S., Kang, J., & Kim, W. (2007). A framework for ontology based rule acquisition from web documents. In Web Reasoning and Rule Systems - First International Conference, RR 2007, Proceedings (pp. 229-238). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4524 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-540-72982-2_17