An implicit feedback approach for interactive information retrieval

R.W. White, J.M. Jose, I. Ruthven

Research output: Contribution to journalArticle

44 Citations (Scopus)

Abstract

Searchers can face problems finding the information they seek. One reason for this is that they may have difficulty devising queries to express their information needs. In this article, we describe an approach that uses unobtrusive monitoring of interaction to proactively support searchers. The approach chooses terms to better represent information needs by monitoring searcher interaction with different representations of top-ranked documents. Information needs are dynamic and can change as a searcher views information. The approach we propose gathers evidence on potential changes in these needs and uses this evidence to choose new retrieval strategies. We present an evaluation of how well our technique estimates information needs, how well it estimates changes in these needs and the appropriateness of the interface support it offers. The results are presented and the avenues for future research identified.
LanguageEnglish
Pages166-190
Number of pages24
JournalInformation Processing and Management
Volume42
Issue number1
DOIs
Publication statusPublished - 2006

Fingerprint

Information retrieval
information retrieval
Feedback
Monitoring
monitoring
interaction
evidence
Information needs
Implicit feedback
evaluation
Interaction

Keywords

  • implicit feedback
  • interactive information retrieval
  • user evaluation
  • web searching
  • information retrieval

Cite this

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An implicit feedback approach for interactive information retrieval. / White, R.W.; Jose, J.M.; Ruthven, I.

In: Information Processing and Management, Vol. 42, No. 1, 2006, p. 166-190.

Research output: Contribution to journalArticle

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