Geodata generation and enrichment via ChatGPT for Location Based Services (LBS)

  • This short paper focuses on the generation and enrichment of geospatial data using ChatGPT (Chat Generative Pre-Trained Transformer, version 3, April 2023). Can we use ChatGPT to generate & use geospatial data in Locations Based Services? We conduct several example generations using the CSV and GeoJSON data formats for the feature classes points, lines and polygons. First results show the potential for educational and research purposes. The initial experiments, for example for tourism sites in Augsburg, indicate that is possible to generate geographic data, still the quality of the information is questionable. As it is generated data, it has shortages and challenges concerning for example the certainty & vagueness concerning the geographic components. In an outlook, we give first ideas for the application of the more promising approach of geodata enrichment by using ChatGPT and its possible use in location-based services (LBS).

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Metadaten
Author:Andreas KelerORCiD, Jukka M. KrispORCiDGND
URN:urn:nbn:de:bvb:384-opus4-1111015
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/111101
Parent Title (English):Proceedings of the 18th International Conference on Location Based Services, LBS 2023, Ghent, Belgium, 20-22 November 2023
Publisher:Ghent University
Place of publication:Ghent
Editor:Haosheng Huang, Nico Van de Weghe, Georg Gartner
Type:Conference Proceeding
Language:English
Year of first Publication:2023
Publishing Institution:Universität Augsburg
Release Date:2024/02/02
First Page:136
Last Page:141
DOI:https://doi.org/10.34726/5743
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Geographie
Fakultät für Angewandte Informatik / Institut für Geographie / Professur für Angewandte Geoinformatik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):CC-BY 4.0: Creative Commons: Namensnennung (mit Print on Demand)

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