Actuarial applications of word embedding models
by Gee Y Lee, Scott Manski and Tapabrata Maiti
| Year of publication: |
2020
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|---|---|
| Authors: | Lee, Gee ; Manski, Scott ; Maiti, Tapabrata |
| Published in: |
ASTIN bulletin : the journal of the International Actuarial Association. - Cambridge : Cambridge Univ. Press, ISSN 1783-1350, ZDB-ID 2148228-7. - Vol. 50.2020, 1, p. 1-24
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| Subject: | Risk mitigation | insurance claims adjustment | word embedding | text mining | word2vec | GloVe | word similarity | generalized additive models | actuarial modeling | classification | logistic regression | loss modeling | Risikomodell | Risk model | Theorie | Theory | Versicherungsmathematik | Actuarial mathematics | Regressionsanalyse | Regression analysis |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1017/asb.2019.28 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012194107