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.
Original language | English |
---|---|
Pages (from-to) | 954-967 |
Number of pages | 14 |
Journal | Journal of the Association for Information Science and Technology |
Volume | 70 |
Issue number | 9 |
Early online date | 15 May 2019 |
DOIs | |
Publication status | Published - 30 Sept 2019 |
Keywords
- information retrieval
- information need
- information seeking behaviour
- search queries
- neuroscience
- cognition
Fingerprint
Dive into the research topics of 'Neuropsychological model of the realization of information need'. Together they form a unique fingerprint.Profiles
-
Yashar Moshfeghi
- Computer And Information Sciences - Senior Lecturer
- Strathclyde ischool
Person: Academic