Neuropsychological model of the realization of information need

Yashar Moshfeghi, Frank E. Pollick

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

The main goal of information retrieval (IR) is to satisfy information need (IN). IN refers to a complex concept: at the very initial state of the phenomenon (that is, at a visceral level), even the searcher may not be aware of its existence. Thus, despite advances in the past few decades in both the IR and relevant scientific communities, we do not fully understand how an IN emerges and how it is physically manifested. In this article we aim to inform a holistic view of the realization of IN using functional magnetic resonance imaging. We collected new data of brain activity of 24 participants while they formulated and stated a realization of IN in a Question Answering task, focusing on a distributed set of brain regions associated with activities related to IN, found in our previous study. Results of a functional connectivity analysis led us to propose a neuropsychological model of the realization of IN. Our model consists of three components: (a) a successful memory retrieval component, (b) an information flow regulation component, and (c) a high-level perception component. We believe this study constitutes an important step in unraveling the nature of IN and how to better satisfy IN.

LanguageEnglish
Pages954-967
Number of pages14
JournalJournal of the Association for Information Science and Technology
Volume70
Issue number9
Early online date15 May 2019
DOIs
Publication statusPublished - 30 Sep 2019

Fingerprint

Information retrieval
Brain
Functional analysis
Data storage equipment
Magnetic Resonance Imaging

Keywords

  • information retrieval
  • information need
  • information seeking behaviour
  • search queries
  • neuroscience
  • cognition

Cite this

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Neuropsychological model of the realization of information need. / Moshfeghi, Yashar; Pollick, Frank E.

In: Journal of the Association for Information Science and Technology, Vol. 70, No. 9, 30.09.2019, p. 954-967.

Research output: Contribution to journalArticle

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