- Fokusthemen: Geolinguistik, Maschinelle Sprachverarbeitung und Maschinelles Lernen
Publikationen
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Publications
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Probabilistic qualitative spatial reasoning with applications to GeoQA. International Journal of Geographical Information Science, 39(4):817-846.
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Extracting sensory experiences and cultural ecosystem services from actively crowdsourced descriptions of everyday lived landscapes. Ecosystems and People, 20(1):2331761.
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What’s in the news? A multiscalar text analysis approach to exploring news media discourses for managing protected areas in Switzerland. Landscape Research, 49(6):823-850.
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Sensory, motor, and emotion associations for landscape concepts differ across neighbouring speech communities. Landscape Research, 49(5):704-721.
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Research articles in the GPT era. Journal of Spatial Information Science, (28):1-2.
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Locality and transferability: examining pre-built lexicons to elicit landscape values from natural language. In: AGILE: GIScience Series, Proceedings of the 27th AGILE Conference on Geographic Information Science, 4–7 Sept. 2024., Glasgow (Scotland), 4 September 2024 - 7 September 2024. Copernicus Publications, 1-6.
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Fine-tuning transformers for toponym resolution: A contextual embedding approach to candidate ranking. In: GeoExT 2024: Second International Workshop on Geographic Information Extraction from Texts at ECIR 2024, Glasgow (Scotland), 24 March 2024. CEUR-WS, 43-51.
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Extraction and Visually Driven Analysis of VGI for Understanding People’s Behavior in Relation to Multifaceted Context. In: Burghardt, Dirk; Demidova, Elena; Keim, Daniel A. Volunteered Geographic Information: Interpretation, Visualization and Social Context. Cham: Springer, 241-264.
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Landschaft und Freizeit. In: Kühne, Olaf; Weber, Florian; Berr, Karsten; Jenal, Corinna. Handbuch Landschaft (2. Auflage). Wiesbaden: Springer (Bücher), 1237-1247.
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How can pluralist nature valuation impact Switzerland's biodiversity? Insights from the ValPar.CH project. ValPar.CH – Values of the Ecological Infrastructure in Swiss Parks 2024.4, University of Zurich.
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Seeing through a new lens: exploring the potential of city walking tour videos for urban analytics. International Journal of Digital Earth, 16(1):2555-2573.
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Find the one you like! Profiling Swiss parks with user generated content. Journal of Outdoor Recreation and Tourism, 44:100673.
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Extracting positive descriptions and exploring landscape value using text analysis in the Cairngorms National Park. In: SIGSPATIAL '23: The 31st ACM International Conference on Advances in Geographic Information Systems, Hamburg Germany, 13 November 2023, 44-47.
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Characterising and mapping potential and experienced tranquillity: From a state of mind to a cultural ecosystem service. Geography Compass, 17(11):12726.
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Evaluation of bicycle sharing scheme data as a proxy for cycling mobility – How COVID-19 measures influenced cycling in Paris. Transportation research interdisciplinary perspectives, 22:100937.
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Conceptualizing landscapes through language: the role of native language and expertise in the representation of waterbody related terms. Topics in Cognitive Science, 15(3):560-583.
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Spatial Information Science in 2023. Journal of Spatial Information Science, (26):125-127.
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Identifying landscape relevant natural language using actively crowdsourced landscape descriptions and sentence-transformers. Künstliche Intelligenz, 37(1):55-67.