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Authors: Fabio Clarizia ; Francesco Colace ; Massimo De Santo and Paolo Napoletano

Affiliation: University of Salerno, Italy

Keyword(s): Semantic index, Information Retrieval, Web Search Engine, Latent Dirichlet Allocation.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Cloud Computing ; Data Engineering ; Enterprise Information Systems ; Health Information Systems ; Human-Computer Interaction ; Information Systems Analysis and Specification ; Knowledge Management ; Machine Perception: Vision, Speech, Other ; Ontologies and the Semantic Web ; Semantic Web Technologies ; Services Science ; Society, e-Business and e-Government ; Software Agents and Internet Computing ; Web Information Systems and Technologies

Abstract: In this paper we address the problem of modeling large collections of data, namely web pages by exploiting jointly traditional information retrieval techniques with probabilistic ones in order to find semantic descriptions for the collections. This novel technique is embedded in a real Web Search Engine in order to provide semantics functionalities, as prediction of words related to a single term query. Experiments on different small domains (web repositories) are presented and discussed.

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Paper citation in several formats:
Clarizia, F.; Colace, F.; De Santo, M. and Napoletano, P. (2009). SEMANTIC INDEXING OF WEB PAGES VIA PROBABILISTIC METHODS - In Search of Semantics Project. In Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS; ISBN 978-989-8111-87-6; ISSN 2184-4992, SciTePress, pages 134-140. DOI: 10.5220/0002010401340140

@conference{iceis09,
author={Fabio Clarizia. and Francesco Colace. and Massimo {De Santo}. and Paolo Napoletano.},
title={SEMANTIC INDEXING OF WEB PAGES VIA PROBABILISTIC METHODS - In Search of Semantics Project},
booktitle={Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS},
year={2009},
pages={134-140},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002010401340140},
isbn={978-989-8111-87-6},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS
TI - SEMANTIC INDEXING OF WEB PAGES VIA PROBABILISTIC METHODS - In Search of Semantics Project
SN - 978-989-8111-87-6
IS - 2184-4992
AU - Clarizia, F.
AU - Colace, F.
AU - De Santo, M.
AU - Napoletano, P.
PY - 2009
SP - 134
EP - 140
DO - 10.5220/0002010401340140
PB - SciTePress