• DocumentCode
    2742770
  • Title

    Information Retrieval eXperience (IRX): Towards a Human-Centered Personalized Model of Relevance

  • Author

    van der Sluis, Frans ; Van Den Broek, Egon L. ; Van Di, Betsy

  • Author_Institution
    Human Media Interaction (HMI), Univ. of Twente, Enschede, Netherlands
  • Volume
    3
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 3 2010
  • Firstpage
    322
  • Lastpage
    325
  • Abstract
    We approach Information Retrieval (IR) from a User eXperience (UX) perspective. Through introducing a model for Information Retrieval eXperience (IRX), this paper operationalizes a perspective on IR that reaches beyond topicality. Based on a document´s topicality, complexity, and emotional value, a model of relevance is proposed to influence user´s IRX and, consequently, the synthesis and use of the retrieved information. Additionally, methods are discussed to assess UX through interaction and feedback mechanisms. As such, the proposed multi-dimensional IRX model is highly user-dependent and determines document´s relevance from a non-traditional human-centered, personalized perspective on IR.
  • Keywords
    information retrieval; personal computing; IR; IRX; feedback mechanisms; human-centered personalized relevance model; information retrieval user experience; multidimensional IRX model; Complexity theory; Computational modeling; Entropy; Equations; Information retrieval; Instruments; Mathematical model; Emotion; Human-Centered; Information Retrieval (IR); Personalization; Relevance; User eXperience (UX);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-8482-9
  • Electronic_ISBN
    978-0-7695-4191-4
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2010.222
  • Filename
    5614735