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Authors: Amel Benna 1 ; Hakima Mellah 2 ; Islam Choui 3 and Ali Oualid 3

Affiliations: 1 CERIST and USTHB, Algeria ; 2 CERIST, Algeria ; 3 ESI, Algeria

Keyword(s): Linkage Information, Collaborative tagging, Resource Social Context, Social Information Retrieval.

Abstract: User comments on the web are becoming more and more important. We focus, in this paper, on the use of user-defined tags for annotating resources to identify links between them. These links are based on a social context of the resource, obtained by applying k-means classification method and a hierarchical classification of tags within a cluster. The resources are re-assigned to this classification to facilitate the search process. The ranking of results is performed according to their degree of relevance, by evaluating a similarity score between the tagged contents, in hierarchical clusters of tags, and the user request. The results of the evaluation, on the social bookmarking system del.icio.us, demonstrate significant improvements over traditional approaches.

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Paper citation in several formats:
Benna, A.; Mellah, H.; Choui, I. and Oualid, A. (2012). Matching Resources in Social Environment. In Proceedings of the 10th International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems and 1st International Workshop on Web Intelligence - WEBI, (ICEIS 2012) ISBN 978-989-8565-14-3, pages 61-70. DOI: 10.5220/0004088800610070

@conference{webi12,
author={Amel Benna. and Hakima Mellah. and Islam Choui. and Ali Oualid.},
title={Matching Resources in Social Environment},
booktitle={Proceedings of the 10th International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems and 1st International Workshop on Web Intelligence - WEBI, (ICEIS 2012)},
year={2012},
pages={61-70},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004088800610070},
isbn={978-989-8565-14-3},
}

TY - CONF

JO - Proceedings of the 10th International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems and 1st International Workshop on Web Intelligence - WEBI, (ICEIS 2012)
TI - Matching Resources in Social Environment
SN - 978-989-8565-14-3
AU - Benna, A.
AU - Mellah, H.
AU - Choui, I.
AU - Oualid, A.
PY - 2012
SP - 61
EP - 70
DO - 10.5220/0004088800610070

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