Title
Corpus plus WordNet Thesaurus Generation for Ontology Enriching
Abstract
This paper presents a model to enrich an ontology with a thesaurus based on a domain corpus and WordNet. The model is applied to the data privacy domain and the initial domain resources comprise a data privacy ontology, a corpus of privacy laws, regulations and guidelines for projects. Based on these resources, a thesaurus is automatically generated. The thesaurus seeds are composed by the ontology concepts. For these seeds similar terms are extracted from the corpus using known thesaurus generation methods. A filtering process searches for semantic relations between seeds and similar terms within WordNet. As a result, these semantic relations are used to expand the ontology with relations between them and related terms in the corpus. The resulting resource is a hierarchical structure that can help on the ontology investigation and maintenance. The results allow the investigation of the domain knowledge with the support of semantic relations not present on the original ontology.
Year
Venue
Keywords
2012
LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION
ontology,enrichment,thesaurus
Field
DocType
Citations 
Ontology,Domain knowledge,Information retrieval,Computer science,Filter (signal processing),Artificial intelligence,Natural language processing,WordNet,Information privacy,Privacy laws of the United States
Conference
0
PageRank 
References 
Authors
0.34
0
5