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

Cillian Berragan*, Alex Singleton, Alessia Calafiore, Jeremy Morley

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract / Description of output

This 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.

Original languageEnglish
Pages (from-to)1-18
Number of pages18
JournalTransactions of the Institute of British Geographers
Early online date8 Jan 2024
DOIs
Publication statusE-pub ahead of print - 8 Jan 2024

Keywords / Materials (for Non-textual outputs)

  • cognitive place connectivity
  • distance decay
  • geoparsing
  • mental maps
  • natural language processing
  • United Kingdom

Fingerprint

Dive into the research topics of 'Mapping cognitive place associations within the United Kingdom through online discussion on Reddit'. Together they form a unique fingerprint.

Cite this