A PROTOTYPE FOR KNOWLEDGE EXTRACTION FROM SEMANTIC WEB BASED ON ONTOLOGICAL COMPONENTS CONSTRUCTION

Nesrine Ben Mustapha, Hajer Baazaoui-Zghal, Marie-Aude Aufaure

2007

Abstract

Adding a semantic dimension to web pages is a response to some problems of the present web and is known as the semantic web. Many methods and methodologies can be found in the literature. Generally, they are dedicated to particular data types like text, semi-structured data, relational data, etc. This paper presents a prototype for knowledge extraction from web pages based on ontological components construction. Our work deals with web pages. We will first study the state of the art of methodologies defined to learn ontologies from texts. Then, we will define architecture of ontological components for the Semantic web. An implementation and experimentation of the proposed architecture are presented.

References

  1. Berners-Lee, T, Hendler, J, Lassila, O., 2001: The Semantic Web, Scientific American.
  2. Berendt, B., Hotho, A., Stumme, G., 2002: Towards semantic web mining. In: International Semantic Web Conference, volume 2342 of Lecture Notes in Computer Science, Springer, 264-278.
  3. Ben Mustapha, N., Aufaure, M.-A., Baazaoui-Zghal, H., 2006: Towards and Architecture of Ontological Components for the Semantic Web, Web Information Systems Modeling Workhop (WISM), in conjunction with CAISE'2006, Luxembourg.
  4. Gruber, T., 1993: Toward principles for the design of ontologies used for knowledge sharing. International Journal of Human-Computer Studies, special issue on Formal Ontology in Conceptual Analysis and Knowledge Representation.Eds, Guarino, N.&Poli , R.
  5. Grüninger, M., Fox M.S., 1995: Methodology for the design and evaluation of ontologies. IJCAI'95 Workshop on Basic Ontological Issues in Knowledge Sharing, Montreal, Canada.
  6. Alfonseca, E., Manandhar, S., 2002: Improving an Ontology Refinement Method with Hyponymy Patterns. Language Resources and Evaluation (LREC), Las Palmas, Spain.
  7. Gomez-Perez, A., Fernandez-Lopez, M., Corcho, O., 2003: Ontological Engineering. Springer.
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Paper Citation


in Harvard Style

Ben Mustapha N., Baazaoui-Zghal H. and Aufaure M. (2007). A PROTOTYPE FOR KNOWLEDGE EXTRACTION FROM SEMANTIC WEB BASED ON ONTOLOGICAL COMPONENTS CONSTRUCTION . In Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, ISBN 978-972-8865-78-8, pages 451-454. DOI: 10.5220/0001285304510454


in Bibtex Style

@conference{webist07,
author={Nesrine Ben Mustapha and Hajer Baazaoui-Zghal and Marie-Aude Aufaure},
title={A PROTOTYPE FOR KNOWLEDGE EXTRACTION FROM SEMANTIC WEB BASED ON ONTOLOGICAL COMPONENTS CONSTRUCTION},
booktitle={Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,},
year={2007},
pages={451-454},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001285304510454},
isbn={978-972-8865-78-8},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,
TI - A PROTOTYPE FOR KNOWLEDGE EXTRACTION FROM SEMANTIC WEB BASED ON ONTOLOGICAL COMPONENTS CONSTRUCTION
SN - 978-972-8865-78-8
AU - Ben Mustapha N.
AU - Baazaoui-Zghal H.
AU - Aufaure M.
PY - 2007
SP - 451
EP - 454
DO - 10.5220/0001285304510454