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Authors: Fabio Clarizia ; Luca Greco and Paolo Napoletano

Affiliation: University of Salerno, Italy

ISBN: 978-989-8425-06-5

Keyword(s): Web search engine, Ontology, Topic model.

Related Ontology Subjects/Areas/Topics: Agents ; Applications of Expert Systems ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Business Analytics ; Cloud Computing ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Informatics in Control, Automation and Robotics ; Information Systems Analysis and Specification ; Intelligent Agents ; Intelligent Control Systems and Optimization ; Internet Technology ; Knowledge Engineering ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Knowledge-Based Systems Applications ; Ontologies and the Semantic Web ; Ontology Engineering ; Semantic Web Technologies ; Sensor Networks ; Services Science ; Signal Processing ; Soft Computing ; Software Agents and Internet Computing ; Software Engineering ; Symbolic Systems ; Web Databases ; Web Information Systems and Technologies

Abstract: In this paper we present a new technique for retrieving relevant web pages in informational queries results. The proposed technique, based on a probabilistic model of language, is embedded in a traditional web search engine. The relevance of aWeb page has been obtained through the judgment of human beings which, referring to continue scale, have assigned a degree of importance to each of the analyzed websites. In order to validate the proposed method a comparison with a classic engine is presented showing comparison based on a measure of Precision and Recall and on a measure of distance with respect to the measure of significance obtained by humans.

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Paper citation in several formats:
Clarizia F.; Greco L.; Napoletano P. and (2010). A NEW TECHNIQUE FOR IDENTIFICATION OF RELEVANT WEB PAGES IN INFORMATIONAL QUERIES RESULTS.In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8425-06-5, pages 70-79. DOI: 10.5220/0002903100700079

@conference{iceis10,
author={Fabio Clarizia and Luca Greco and Paolo Napoletano},
title={A NEW TECHNIQUE FOR IDENTIFICATION OF RELEVANT WEB PAGES IN INFORMATIONAL QUERIES RESULTS},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2010},
pages={70-79},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002903100700079},
isbn={978-989-8425-06-5},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A NEW TECHNIQUE FOR IDENTIFICATION OF RELEVANT WEB PAGES IN INFORMATIONAL QUERIES RESULTS
SN - 978-989-8425-06-5
AU - Clarizia, F.
AU - Greco, L.
AU - Napoletano, P.
PY - 2010
SP - 70
EP - 79
DO - 10.5220/0002903100700079

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