Explaining and predicting human behavior and social dynamics in simulated virtual worlds : reproducibility, generalizability, and robustness of causal discovery methods
Svitlana Volkova, Dustin Arendt, Emily Saldanha, Maria Glenski, Ellyn Ayton, Joseph Cottam, Sinan Aksoy, Brett Jefferson, Karthnik Shrivaram
| Year of publication: |
2023
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|---|---|
| Authors: | Volkova, Svitlana ; Arendt, Dustin ; Saldanha, Emily ; Glenski, Maria ; Ayton, Ellyn ; Cottam, Joseph ; Aksoy, Sinan ; Jefferson, Brett ; Shrivaram, Karthnik |
| Published in: |
Computational & mathematical organization theory. - Dordrecht [u.a.] : Springer Science + Business Media B.V, ISSN 1572-9346, ZDB-ID 2012211-1. - Vol. 29.2023, 1, p. 220-241
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| Subject: | Causal discovery | Causal structure learning | Data science | Ensemble models | Generalizability | Machine learning | Predictive modeling | Reproducibility | Robustness | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Kausalanalyse | Causality analysis | Lernprozess | Learning process | Simulation | Virtuelle Realität | Virtual reality | Verhaltensökonomik | Behavioral economics |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1007/s10588-021-09351-y [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014251664