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Authors: Claudio Biancalana ; Fabio Gasparetti ; Alessandro Micarelli and Giuseppe Sansonetti

Affiliation: Roma Tre University, Italy

Keyword(s): Query Expansion, Social Bookmarking Services, Personalization.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Biomedical Engineering ; Data Engineering ; e-Business ; Enterprise Information Systems ; Government ; Health Information Systems ; Information Systems Analysis and Specification ; Internet Technology ; Knowledge Management ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Society, e-Business and e-Government ; Symbolic Systems ; Web Information Systems and Technologies ; Web Services and Web Engineering

Abstract: In the last decade, social bookmarking services have gained popularity as a way of annotating and categoriz- ing a variety of different web resources. The idea behind this work is to exploit such services for enhancing traditional query expansion techniques. Specifically, the system we propose relies on three-dimensional co- occurrence matrices, where the further dimension is introduced to represent categories of terms sharing the same semantic property. Such categories, named semantic classes, are related to the folksonomy mined from social bookmarking services such as Delicious, Digg, and StumbleUpon. The paper illustrates a comparative experimental evaluation on real datasets, such as the one collected by the Open Directory Project and the TREC 2004. We also include the results of a specific disambiguation analysis aimed to evaluate the effective- ness of our approach in comparison with state-of-the-art techniques when satisfying queries characterized by polysemic and ambiguous te rms. (More)


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Paper citation in several formats:
Biancalana, C.; Gasparetti, F.; Micarelli, A. and Sansonetti, G. (2014). SocialSearch - A Social Platform for Web 2.0 Search. In Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST; ISBN 978-989-758-023-9; ISSN 2184-3252, SciTePress, pages 70-81. DOI: 10.5220/0004943000700081

author={Claudio Biancalana. and Fabio Gasparetti. and Alessandro Micarelli. and Giuseppe Sansonetti.},
title={SocialSearch - A Social Platform for Web 2.0 Search},
booktitle={Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST},


JO - Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST
TI - SocialSearch - A Social Platform for Web 2.0 Search
SN - 978-989-758-023-9
IS - 2184-3252
AU - Biancalana, C.
AU - Gasparetti, F.
AU - Micarelli, A.
AU - Sansonetti, G.
PY - 2014
SP - 70
EP - 81
DO - 10.5220/0004943000700081
PB - SciTePress