Mapping cognitive place associations within the United Kingdom through online discussion on Reddit

Berragan, Cillian, Singleton, Alex, Calafiore, Alessia and Morley, Jeremy (2024) Mapping cognitive place associations within the United Kingdom through online discussion on Reddit Transactions of the Institute of British Geographers, 49 (3). ISSN 0020-2754, 1475-5661

Access the full-text of this item by clicking on the Open Access link.

Abstract

AbstractThis paper explores cognitive place associations; conceptualised as a place‐based mental model that derives subconscious links between geographic locations. Utilising a large corpus of online discussion data from the social media website Reddit, we experiment on the extraction of such geographic knowledge from unstructured text. First we construct a system to identify place names found in Reddit comments, disambiguating each to a set of coordinates where possible. Following this, we build a collective picture of cognitive place associations in the United Kingdom, linking locations that co‐occur in user comments and evaluating the effect of distance on the strength of these associations. Exploring these geographies nationally, associations were shown to be typically weaker over greater distances. This distance decay is also highly regional, rural areas typically have greater levels of distance decay, particularly in Wales and Scotland. When comparing major cities across the UK, we observe distinct distance decay patterns, influenced primarily by proximity to other cities.

Item Type:	Article
Uncontrolled Keywords:	cognitive place connectivity, distance decay, geoparsing, mental maps, natural language processing, United Kingdom
Divisions:	Faculty of Science & Engineering > School of Environmental Sciences
Depositing User:	Symplectic Admin
Date Deposited:	11 Jan 2024 08:41
Last Modified:	16 Jun 2026 20:21
DOI:	10.1111/tran.12669
Open Access URL:	https://rgs-ibg.onlinelibrary.wiley.com/doi/10.111...
Related Websites:	Author Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3177796
Disclaimer:	The University of Liverpool is not responsible for content contained on other websites from links within repository metadata. Please contact us if you notice anything that appears incorrect or inappropriate.