A decision-theoretic approach to the evaluation of information retrieval systems

Evaluation research on information retrieval (IR) systems has thus far been narrowly focused and disjointed. This research attempts to narrow the gap by providing a comprehensive and integrated multiple criteria decision-theoretic approach for the evaluation of IR systems. The approach, which is bas...

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Veröffentlicht in:Information processing & management 2006-07, Vol.42 (4), p.863-874
Hauptverfasser: Wang, Ye Diana, Forgionne, Guisseppi
Format: Artikel
Sprache:eng
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Zusammenfassung:Evaluation research on information retrieval (IR) systems has thus far been narrowly focused and disjointed. This research attempts to narrow the gap by providing a comprehensive and integrated multiple criteria decision-theoretic approach for the evaluation of IR systems. The approach, which is based on the Analytic Hierarchy Process (AHP), is illustrated in the context of a domain-specific IR system. The novelty of this approach lies in the focus on the user aspect and the application of decision-making theories in the IR field.
ISSN:0306-4573
1873-5371
DOI:10.1016/j.ipm.2005.06.005