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Randomized Algorithm for Information Retrieval Using Past Search Results

Gutiérrez-Soto, Claudio and Hubert, Gilles Randomized Algorithm for Information Retrieval Using Past Search Results. (2014) In: International Conference on Research Challenge in Information Science - RCIS 2014, 28 May 2014 - 30 May 2014 (Marrakech, Morocco).

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Official URL: http://dx.doi.org/10.1523/10.1109/RCIS.2014.6861068

Abstract

In Information Retrieval, past searches are a source of useful information for new searches. This paper presents an approach for reusing past queries submitted to an information retrieval system and their returned results to build the result list for a new submitted query. This approach is based on a Monte Carlo algorithm to select past search results to answer the new query. The proposed algorithm is easy to implement and does not require learning. First experiments were carried out to evaluate the proposed algorithm. These experiments used a simulated dataset (i.e., document collections, queries and judgments of users are simulated). The proposed approach was compared with a traditional approach of information retrieval, showing better precision for our proposed approach.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6861068&tag=1
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Universidad del Bío Bío - UBB (CHILE)
Laboratory name:
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Deposited By: IRIT IRIT
Deposited On:02 Apr 2015 13:33

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