Faculty of Information Technology, BUT

Publication Details

Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator

NOVÁČEK Vít, SMRŽ Pavel and POMIKÁLEK Jan. Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator. In: Proceedings of the 5th International Conference on Language Resources and Evaluation. Paris: European Language Resources Association, 2006, pp. 1338-1343. ISBN 2-9517408-2-4.
Czech title
Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator
Type
conference paper
Language
english
Authors
Nováček Vít, Bc. (FI MUNI)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
Pomikálek Jan, Mgr. (FI MUNI)
Keywords
semantic web, ontology, text mining, portal
Abstract
Current Semantic Web implementation efforts pose a number of challenges. One of the big ones among them is development and evolution
of specific resources-the ontologies-as a base for representation of the meaning of the web. This paper deals with the automatic
acquisition of semantic relations from the text of scientific publications (journal articles, conference papers, project descriptions, etc.).
We also describe the process of building of corresponding ontological resources and their application for semi-automatic generation
of scientific portals. Extracted relations and ontologies are crucial for the structuring of the information at the portal pages, automatic
classification of the presented documents as well as for personalisation at the presentation level. Besides a general description of the
portal generating system, we give also a detailed overview of extraction of semantic relations in the form of a domain-specific ontology.
The overview consists of presentation of an architecture of the ontology extraction system, description of methods used for mining of
semantic relations and analysis of selected results and examples.
Published
2006
Pages
1338-1343
Proceedings
Proceedings of the 5th International Conference on Language Resources and Evaluation
Conference
5th International Conference on Language Resources and Evaluation, Genoa, IT
ISBN
2-9517408-2-4
Publisher
European Language Resources Association
Place
Paris, FR
BibTeX
@INPROCEEDINGS{FITPUB8119,
   author = "V\'{i}t Nov\'{a}\v{c}ek and Pavel Smr\v{z} and Jan Pomik\'{a}lek",
   title = "Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator",
   pages = "1338--1343",
   booktitle = "Proceedings of the 5th International Conference on Language Resources and Evaluation",
   year = 2006,
   location = "Paris, FR",
   publisher = "European Language Resources Association",
   ISBN = "2-9517408-2-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8119"
}
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