Integrating social profile to improve the source selection and the result merging process in distributed information retrieval

In this paper we present a new personalized approach, which integrates a social profile into a distributed search system. Most previous studies on distributed information retrieval are based on textual information, and rarely consider any social information. Based on this observation, we propose an...

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Veröffentlicht in:Information sciences 2016-04, Vol.336, p.115-128
Hauptverfasser: Saoud, Zakaria, Kechid, Samir
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description In this paper we present a new personalized approach, which integrates a social profile into a distributed search system. Most previous studies on distributed information retrieval are based on textual information, and rarely consider any social information. Based on this observation, we propose an approach which exploits the social profile and the different relations between social entities. We believe that this method can: (i) enhance a query expansion, (ii) personalize and improve both the source selection and the result merging process in distributed information retrieval systems.
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subjects Folksonomy
Information retrieval
Merging
Merging process
Personalized
Query processing
Searching
Social profile
Source selection process
title Integrating social profile to improve the source selection and the result merging process in distributed information retrieval
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