Toward a Product Search Engine based on User Reviews

Paolo Fosci; Giuseppe Psaila

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Paper

Toward a Product Search Engine based on User Reviews

Topics: Datamining; Information Retrieval; Social Networking

In Proceedings of the International Conference on Data Technologies and Applications DATA - Volume 1, 223-228, 2012 , Rome, Italy

Authors: Paolo Fosci and Giuseppe Psaila

Affiliation: Università di Bergamo, Italy

Keyword(s): Product Search Engine, User Reviews, Itemset Mining.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Information Retrieval ; Ontologies and the Semantic Web ; Pattern Recognition ; Sensor Networks ; Signal Processing ; Social Networking ; Soft Computing ; Software Engineering

Abstract: We address the problem of developing a method for retrieving products exploiting product user-reviews that can be found on the internet. For this purpose, we introduce a ranking model based on the concept of itemset mining of frequent terms. The prototype search engine that implements the proposed retrieval model is illustrated, and a preliminary evaluation on a real data set is discussed.

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Paper citation in several formats:

Fosci, P. and Psaila, G. (2012). Toward a Product Search Engine based on User Reviews. In Proceedings of the International Conference on Data Technologies and Applications - DATA; ISBN 978-989-8565-18-1; ISSN 2184-285X, SciTePress, pages 223-228. DOI: 10.5220/0004051602230228

@conference{data12,
author={Paolo Fosci. and Giuseppe Psaila.},
title={Toward a Product Search Engine based on User Reviews},
booktitle={Proceedings of the International Conference on Data Technologies and Applications - DATA},
year={2012},
pages={223-228},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004051602230228},
isbn={978-989-8565-18-1},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the International Conference on Data Technologies and Applications - DATA
TI - Toward a Product Search Engine based on User Reviews
SN - 978-989-8565-18-1
IS - 2184-285X
AU - Fosci, P.
AU - Psaila, G.
PY - 2012
SP - 223
EP - 228
DO - 10.5220/0004051602230228
PB - SciTePress