Exploring behavioral dimensions in session effectiveness

Teemu Pääkkönen, Kalervo Järvelin, Jaana Kekäläinen, Heikki Keskustalo, Feza Baskaya, David Maxwell, Leif Azzopardi

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

4 Citations (Scopus)

Abstract

Studies in interactive information retrieval (IIR) indicate that expert searchers differ from novices in many ways. In the present paper, we identify a number of behavioral dimensions along which searchers differ (e.g. cost, gain and the accuracy of relevance assessment). We quantify these differences using simulated, multi-query search sessions. We then explore each dimension in turn to determine what differences are most effective in yielding superior retrieval performance. The more precise action probabilities in assessing snippets and documents contribute less to the overall cumulative gain during a session than gain and cost structures.
Original languageEnglish
Title of host publicationExperimental IR Meets Multilinguality, Multimodality, and Interaction
Subtitle of host publication6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings
EditorsJosiane Mothe, Jacques Savoy, Jaap Kamps, Karen Pinel-Sauvagnat, Gareth J.F. Jones, Eric SanJuan, Linda Cappellato, Nicola Ferro
Place of PublicationNew York, NY.
PublisherSpringer International Publishing AG
Pages178-189
Number of pages12
ISBN (Print)9783319240268
DOIs
Publication statusPublished - 20 Nov 2015
Event6th International Conference of the CLEF Association, CLEF'15 - Toulouse, France
Duration: 8 Sep 201511 Sep 2015
http://clef2015.clef-initiative.eu/

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume9283
ISSN (Print)0302-9743

Conference

Conference6th International Conference of the CLEF Association, CLEF'15
CountryFrance
CityToulouse
Period8/09/1511/09/15
Internet address

Keywords

  • behavioral dimensions
  • IR interaction
  • multi-query scanning models
  • session-based evaluation
  • simulation

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