Identifying and modelling cognitive biases in mobility choices
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866916126490886144 |
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| author | Conrad, Chloe Adam, Carole |
| author_facet | Conrad, Chloe Adam, Carole |
| contents | This report presents results from an M1 internship dedicated to agent-based modelling and simulation of daily mobility choices. This simulation is intended to be realistic enough to serve as a basis for a serious game about the mobility transition. In order to ensure this level of realism, we conducted a survey to measure if real mobility choices are made rationally, or how biased they are. Results analysed here show that various biases could play a role in decisions. We then propose an implementation in a GAMA agent-based simulation. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_09921 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Identifying and modelling cognitive biases in mobility choices Conrad, Chloe Adam, Carole Computers and Society Artificial Intelligence Multiagent Systems K.4.2 This report presents results from an M1 internship dedicated to agent-based modelling and simulation of daily mobility choices. This simulation is intended to be realistic enough to serve as a basis for a serious game about the mobility transition. In order to ensure this level of realism, we conducted a survey to measure if real mobility choices are made rationally, or how biased they are. Results analysed here show that various biases could play a role in decisions. We then propose an implementation in a GAMA agent-based simulation. |
| title | Identifying and modelling cognitive biases in mobility choices |
| topic | Computers and Society Artificial Intelligence Multiagent Systems K.4.2 |
| url | https://arxiv.org/abs/2402.09921 |