Retrieval through explanation : an abductive inference approach to relevance feedback

Ruthven, I. and Lalmas, M. and van Rijsbergen, C.J.; Bridge, D.G. and Byrne, R.M. and O'Sullivan, B. and Prestwich, S. and Sorensen, H., eds. (1999) Retrieval through explanation : an abductive inference approach to relevance feedback. In: 10th Irish Conference on Artificial Intelligence and Cognitive Science, 1999-09-01 - 1999-09-03.

[img]
Preview
 Text (strathprints002472)
strathprints002472.pdf
Accepted Author Manuscript
Download (41kB)| Preview

    Abstract

    Relevance feedback techniques are designed to automatically improve a system's representation of a query by using documents the user has marked as relevant. However, traditional relevance feedback models suffer from a number of limitations that restrict their potential in supporting information seeking. One of the major limitations of relevance feedback is that it does not incorporate behavioural aspects of information seeking - how and why users assess relevance. We propose that relevance feedback should be viewed as a process of explanation and demonstrate how this limitation of relevance feedback techniques can be overcome by a theory of relevance feedback based on abductive inference.

    Creators(s): Ruthven, I. ORCID logoORCID: https://orcid.org/0000-0001-6669-5376, Lalmas, M. and van Rijsbergen, C.J.; Bridge, D.G., Byrne, R.M., O'Sullivan, B., Prestwich, S. and Sorensen, H.
    Item type:Conference or Workshop Item(Paper)
    ID code:2472
    Keywords:information retrieval, abductive inference, relevance feedback, Electronic computers. Computer science, Computer Science(all)
    Subjects:Science > Mathematics > Electronic computers. Computer science
    Department:Faculty of Science > Computer and Information Sciences
    Depositing user: Strathprints Administrator
    Date deposited:24 Jan 2007
    Last modified:28 Nov 2020 03:58
    URI:https://strathprints.strath.ac.uk/id/eprint/2472
    Export data:
    CORE (COnnecting REpositories)