Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists

Herrmann JB, Byszuk J, Grisot G (2022)
In: International Conference Digital Humanities 2022. Tokyo, Japan.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
Spatial distant reading uses computational means to investigate fictional representations of space as a central category of sense-making (Lefebre, 1974), both in fictional world building (e.g., Bologna, 2020) and in societal contexts (e.g., Wilkens, 2021). Our spatial distant reading project investigates the affective topologies of German-Swiss literature to examine different types of spatial representation in fictional Swiss-German prose between 1854 and 1930, assessing iconic differences such as culture/nature, urban/rural (Rehm, 2014), as well as the (alpine) mountains’ role in Swiss literary national framing (Zimmer, 1998). A key resource is a list of spatial terms (N=187,421 entities), including spatial named entities, other urban and rural toponyms, as well as natural terms (Grisot & Herrmann, in prep.). In the current paper, we take a methodological focus on this resource, exploring word embeddings for validation (Task A) and extension (Task B) of our spatial entity lists.
Stichworte
word embeddigs; spatial distant reading; swiss literature; interior space
Erscheinungsjahr
2022
Titel des Konferenzbandes
International Conference Digital Humanities 2022. Tokyo, Japan
Konferenzort
Tokyo
Page URI
https://pub.uni-bielefeld.de/record/2961697

Zitieren

Herrmann JB, Byszuk J, Grisot G. Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists. In: International Conference Digital Humanities 2022. Tokyo, Japan. 2022.
Herrmann, J. B., Byszuk, J., & Grisot, G. (2022). Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists. International Conference Digital Humanities 2022. Tokyo, Japan
Herrmann, J. Berenike, Byszuk, Joanna, and Grisot, Giulia. 2022. “Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists”. In International Conference Digital Humanities 2022. Tokyo, Japan.
Herrmann, J. B., Byszuk, J., and Grisot, G. (2022). “Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists” in International Conference Digital Humanities 2022. Tokyo, Japan.
Herrmann, J.B., Byszuk, J., & Grisot, G., 2022. Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists. In International Conference Digital Humanities 2022. Tokyo, Japan.
J.B. Herrmann, J. Byszuk, and G. Grisot, “Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists”, International Conference Digital Humanities 2022. Tokyo, Japan, 2022.
Herrmann, J.B., Byszuk, J., Grisot, G.: Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists. International Conference Digital Humanities 2022. Tokyo, Japan. (2022).
Herrmann, J. Berenike, Byszuk, Joanna, and Grisot, Giulia. “Using Word Embeddings for Validation and Enhancement of Spatial Entity Lists”. International Conference Digital Humanities 2022. Tokyo, Japan. 2022.
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2022-03-10T20:33:27Z
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