Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia

Mehler A, Pustylnikov O, Diewald N (2011)
Computer Speech & Language 25(3): 716-740.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
In this article, we test a variant of the Sapir-Whorf Hypothesis in the area of complex network theory. This is done by analyzing social ontologies as a new resource for automatic language classification. Our method is to solely explore structural features of social ontologies in order to predict family resemblances of languages used by the corresponding communities to build these ontologies. This approach is based on a reformulation of the Sapir-Whorf Hypothesis in terms of distributed cognition. Starting from a corpus of 160 Wikipedia-based social ontologies, we test our variant of the Sapir-Whorf Hypothesis by several experiments, and find out that we outperform the corresponding baselines. All in all, the article develops an approach to classify linguistic networks of tens of thousands of vertices by exploring a small range of mathematically well-established topological indices. (C) 2010 Elsevier Ltd. All rights reserved.
Stichworte
Automatic language; Sapir-Whorf Hypothesis; Social ontologies; classification; Quantitative network analysis; Linguistic networks
Erscheinungsjahr
2011
Zeitschriftentitel
Computer Speech & Language
Band
25
Ausgabe
3
Seite(n)
716-740
ISSN
0885-2308
Page URI
https://pub.uni-bielefeld.de/record/2289656

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Mehler A, Pustylnikov O, Diewald N. Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia. Computer Speech & Language. 2011;25(3):716-740.
Mehler, A., Pustylnikov, O., & Diewald, N. (2011). Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia. Computer Speech & Language, 25(3), 716-740. doi:10.1016/j.csl.2010.05.006
Mehler, A., Pustylnikov, O., and Diewald, N. (2011). Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia. Computer Speech & Language 25, 716-740.
Mehler, A., Pustylnikov, O., & Diewald, N., 2011. Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia. Computer Speech & Language, 25(3), p 716-740.
A. Mehler, O. Pustylnikov, and N. Diewald, “Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia”, Computer Speech & Language, vol. 25, 2011, pp. 716-740.
Mehler, A., Pustylnikov, O., Diewald, N.: Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia. Computer Speech & Language. 25, 716-740 (2011).
Mehler, Alexander, Pustylnikov, Olga, and Diewald, Nils. “Geography of social ontologies: Testing a variant of the Sapir-Whorf Hypothesis in the context of Wikipedia”. Computer Speech & Language 25.3 (2011): 716-740.
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