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Representing Spatial Structure Through Maps and Language: Lord of the Rings Encodes the Spatial Structure of Middle Earth
Open accessAbstract
Spatial mental representations can be derived from linguistic and non‐linguistic sources of information. This study tested whether these representations could be formed from statistical linguistic frequencies of city names, and to what extent participants differed in their performance when they estimated spatial locations from language or maps. In a computational linguistic study, we demonstrated that co‐occurrences of cities in Tolkien’s Lord of the Rings trilogy and The Hobbit predicted the authentic longitude and latitude of those cities in Middle Earth. In a human study, we showed that human spatial estimates of the location of cities were very similar regardless of whether participants read Tolkien’s texts or memorized a map of Middle Earth. However, text‐based location estimates obtained from statistical linguistic frequencies better predicted the human text‐based estimates than the human map‐based estimates. These findings suggest that language encodes spatial structure of cities, and that human cognitive map representations can come from implicit statistical linguistic patterns, from explicit non‐linguistic perceptual information, or from both.
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“Prior work has shown that natural language encodes geographic information (Louwerse & Zwaan, 2009;Louwerse & Benesh, 2012)”
From Language Models Represent Space and Time (2023) · cites this paper as Louwerse & Benesh, 2012
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Cited by
Sorted by citations
Language Models Represent Space and Time
Gurnee, W., & Tegmark, M. (2023) · arXiv · doi:10.48550/arxiv.2310.02207 · Cited by 46
Maps and Space Are Entangled with Language Experience
Rinaldi, L., & Marelli, M. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.07.009 · Cited by 18
Metadata
- Authors
- Louwerse, M. M., & Benesh, N.
- Affiliations
- University of Memphis (US)
- Corresponding author
- Louwerse, Max M.
- ORCID
- Louwerse, Max M.
- Venue
- Cognitive Science
- Publisher
- Wiley
- Published
- 2012-10-04
- Volume
- 36
- Issue
- 8
- Pages
- 1556-1569
- ISSN
- 0364-0213 (ISSN-L)
- 1551-6709
- OpenAlex
- W1989513516
- Cited by
- 49
- References
- 1
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 4 · 2023: 3 · 2022: 1 · 2021: 4 · 2020: 5 · 2019: 1 · 2018: 1 · 2017: 3 · 2016: 1 · 2015: 3 · 2014: 6 · 2013: 6 · 2012: 5
- FWCI
- 5.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cognitive Science (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Spatial Cognition and Navigation
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Social Sciences › Linguistics and Language › Language, Metaphor, and Cognition
- Keywords
- spatial representation, cognitive maps, language and space, city names, J. R. R. Tolkien, Middle-earth, The Lord of the Rings, The Hobbit, location estimation, statistical learning
- MeSH terms
- Humans, Language, Linguistics, Literature, Modern, Maps as Topic, Space Perception
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- Louwerse, M. M., & Benesh, N. (2012). Representing Spatial Structure Through Maps and Language: Lord of the Rings Encodes the Spatial Structure of Middle Earth. Cognitive Science. https://doi.org/10.1111/cogs.12000