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A step toward an adaptive composition of query suggestion approaches

Published: 18 August 2010 Publication History

Abstract

The problems of comparing search support tool in interactive information retrieval (IIR) and of selecting the right one have always been difficult due to the inherent dependency to users. Using an adapted evaluation protocol, we study in this paper different suggestion approaches. The results show that the performance are changing for different users and also during the search sessions. As a consequence, they also show that the selection of a particular support tool has to use new grounding. In this way, we propose a system that allows to combine independent suggestion mechanisms based on an analysis of user behavior and considering the search session time as a key factor instead of using only static rules.

References

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P. Borlund. Experimental components for the evaluation of interactive information retrieval systems. Journal of Documentation, 56 No. 1:71--90, 2000.
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H. Chen et al. A machine learning approach to inductive query by examples : An experiment using relevance feedback id3, genetic algorithms, and simulated annealing. JASIS, 49:693--705, 1998.
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K. Deb et al. A fast and elitist multiobjective genetic algorithm: Nsga-ii. Evolutionary Computation, IEEE, 6:182--197, 2002.
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P. Giroux et al. Weblab: An integration infrastructure to ease the development of multimedia processing applications. ICSSEA, 2008.
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B. J. Jansen et al. Evaluating the effectiveness of and patterns of interactions with automated searching assistance: Research articles. JASIST, 56:1480--1503, 2005.
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J. I. Rocchio. Relevance feedback in information retrieval. Prentice-Hall, pages 313--323, 1971.
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R. S. Sutton et al. Reinforcement Learning : An Introduction. MIT Press, 1998.
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P. Thompson et al. Trec-3 ad-hoc retrieval and routing experiments using the win system. In Gaithersburg, editor, Proc. of TREC, pages 211--218, 1995.

Cited By

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  • (2019)You have e-mail, what happens next? Tracking the eyes for genreInformation Processing and Management: an International Journal10.1016/j.ipm.2013.08.00550:1(175-198)Online publication date: 25-Nov-2019
  • (2012)Looking for genreProceedings of the 4th Information Interaction in Context Symposium10.1145/2362724.2362751(145-154)Online publication date: 21-Aug-2012
  • (2011)Applying web usage mining for adaptive intranet navigationProceedings of the Second international conference on Multidisciplinary information retrieval facility10.5555/2018142.2018156(118-133)Online publication date: 6-Jun-2011
  • Show More Cited By

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cover image ACM Other conferences
IIiX '10: Proceedings of the third symposium on Information interaction in context
August 2010
408 pages
ISBN:9781450302470
DOI:10.1145/1840784
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 August 2010

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Author Tags

  1. information retrieval
  2. interactive information retrieval
  3. query reformulation
  4. relevance feedback
  5. user experiment

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IIiX 2010
IIiX 2010: Information Interaction in Context Symposium
August 18 - 21, 2010
New Jersey, New Brunswick, USA

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Overall Acceptance Rate 21 of 45 submissions, 47%

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Cited By

View all
  • (2019)You have e-mail, what happens next? Tracking the eyes for genreInformation Processing and Management: an International Journal10.1016/j.ipm.2013.08.00550:1(175-198)Online publication date: 25-Nov-2019
  • (2012)Looking for genreProceedings of the 4th Information Interaction in Context Symposium10.1145/2362724.2362751(145-154)Online publication date: 21-Aug-2012
  • (2011)Applying web usage mining for adaptive intranet navigationProceedings of the Second international conference on Multidisciplinary information retrieval facility10.5555/2018142.2018156(118-133)Online publication date: 6-Jun-2011
  • (2011)Applying Web Usage Mining for Adaptive Intranet NavigationMultidisciplinary Information Retrieval10.1007/978-3-642-21353-3_10(118-133)Online publication date: 2011

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