A Cognitive Computational Approach to Social and Collective Decision-Making
Datos Bibliográficos
| ID | 7535693 |
|---|---|
| Autores | Alan Novaes Tump (0000-0001-7725-7929, Max Planck Institute for Human Development, autor de correspondencia), Dominik Deffner (0000-0002-1649-3861, Max Planck Institute for Human Development), Timothy J Pleskac (0000-0001-5761-1900, University of Kansas), Paweł Romańczuk (0000-0002-4733-998X, Humboldt-Universität zu Berlin), Ralf H J M Kurvers (0000-0002-3460-0392, Max Planck Institute for Human Development) |
| Año | 2023 |
| Volumen | 19 |
| Número | 2 |
| Páginas | 538-551 |
| Fecha de publicación | 2023-09-06 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Perspectives on Psychological Science (JOURNAL) |
| Identificadores de la revista | ISSN: 1745-6916 • E-ISSN: 1745-6924 |
| Editorial | SAGE Publishing (PUBLISHER • US) |
| DOI | 10.1177/17456916231186964 |
| PMID | 37671891 |
| OpenAlex | W4386466430 |
| Idioma | EN |
| Citas recibidas | 4 |
| Referencias citadas | 85 |
Collective dynamics play a key role in everyday decision-making. Whether social influence promotes the spread of accurate information and ultimately results in adaptive behavior or leads to false information cascades and maladaptive social contagion strongly depends on the cognitive mechanisms underlying social interactions. Here we argue that cognitive modeling, in tandem with experiments that allow collective dynamics to emerge, can mechanistically link cognitive processes at the individual and collective levels. We illustrate the strength of this cognitive computational approach with two highly successful cognitive models that have been applied to interactive group experiments: evidence-accumulation and reinforcement-learning models. We show how these approaches make it possible to simultaneously study (a) how individual cognition drives social systems, (b) how social systems drive individual cognition, and (c) the dynamic feedback processes between the two layers
Cognition · Cognitive psychology · Cognitive science · Group Decision Making · Reinforcement learning · Social cognition · Complex Network Analysis Techniques · Computer Science · Evolutionary Game Theory and Cooperation · Opinion Dynamics and Social Influence · Psychology · Social Psychology · Artificial Intelligence
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| Obras citantes distintas | 4 |
|---|---|
| Citas por año | 1,33 |
| Intervalo de citas | 2023 - 2026 (4) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 4 |