Paper Info
Title
Ontology Based Document Representation using Distances among Words and Concepts
Abstract
This work presents a new way for representing documents in information retrieval processes. Usually, the document representation using classic models is based on the frequency of the index terms. It is proposed as the main factor to represent a document, the relation degree between index terms pairs which describe the document. The document representation proposed is based on ontologies which are modeled by means of two kinds of different relations between index terms: the physical relation and the semantic relation.
Year
Venue
Keywords
2005
ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2
information retrieval,search engine,ontology,fuzzy union
Field
DocType
Citations 
Ontology,Information retrieval,Well-formed document,Computer science,Document representation,Artificial intelligence,Natural language processing,Bibliographic Ontology
Conference
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Jesús Serrano-Guerrero1599.31
José A. Olivas210620.85
Javier De La Mata302.03