Authors:
Nesrine Ben Mustapha
1
;
Hajer Baazaoui-Zghal
1
and
Marie-Aude Aufaure
2
Affiliations:
1
Riadi Laboratory., Tunisia
;
2
Supelec, France
Keyword(s):
Semantic web, ontology construction, knowledge extraction, OntoCoSemWeb (Ontology Construction for the Semantic Web) prototype.
Related
Ontology
Subjects/Areas/Topics:
Artificial Intelligence
;
Knowledge Discovery and Information Retrieval
;
Knowledge-Based Systems
;
Ontology and the Semantic Web
;
Soft Computing
;
Symbolic Systems
;
Web Information Systems and Technologies
;
Web Interfaces and Applications
;
Web Mining
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.