Conference
Towards User-Centred Validation and Calibration of Agent-Based Models
| العنوان: | Towards User-Centred Validation and Calibration of Agent-Based Models |
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| المؤلفون: | Tack, Etienne, Énée, Gilles, Gaillard, Thomas, Fotsing, Jean-Marie, Flouvat, Frédéric |
| المساهمون: | INSIGHT, Institut de sciences exactes et appliquées (ISEA), Université de la Nouvelle-Calédonie (UNC), Ecosophy, Data Mining at scale (DANA), Laboratoire d'Informatique et Systèmes (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) |
| المصدر: | Proceedings of the 15th International Conference on Agents and Artificial Intelligence (ICAART 2023) ; 15th International Conference on Agents and Artificial Intelligence ; https://hal.science/hal-04016625 ; 15th International Conference on Agents and Artificial Intelligence, Feb 2023, Lisbon, Portugal. pp.322-329, ⟨10.5220/0011750000003393⟩ |
| بيانات النشر: | HAL CCSD SCITEPRESS - Science and Technology Publications |
| سنة النشر: | 2023 |
| المجموعة: | Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
| مصطلحات موضوعية: | Agent-Based Modelling, Validation, Calibration, User-Centred, [INFO.INFO-MA]Computer Science [cs]/Multiagent Systems [cs.MA] |
| جغرافية الموضوع: | Lisbon, Portugal |
| الوصف: | International audience ; This paper describes a path to a user-centred approach for calibration and validation of agent-based models, particularly for spatially explicit models. Including the end-user in these critic modelling steps, we hope for better models that converge more easily toward reality. Using experts’ knowledge, validation measures and feedback links to model parameters can be established. However, experts are not necessarily proficient in computer science. Tools should be created to help the transmission of their knowledge. With this paper, complying with a user-centred approach, we suggest using user-defined validation measures and a visual programming language to let the experts adjust themselves the behaviour rules of the agents. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| ردمك: | 978-989-758-623-1 989-758-623-7 |
| Relation: | hal-04016625; https://hal.science/hal-04016625; https://hal.science/hal-04016625/document; https://hal.science/hal-04016625/file/icaart_position_paper.pdf |
| DOI: | 10.5220/0011750000003393 |
| الاتاحة: | https://hal.science/hal-04016625 https://hal.science/hal-04016625/document https://hal.science/hal-04016625/file/icaart_position_paper.pdf https://doi.org/10.5220/0011750000003393 |
| Rights: | http://creativecommons.org/licenses/by-nc-nd/ ; info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.236C45B4 |
| قاعدة البيانات: | BASE |
| ردمك: | 9789897586231 9897586237 |
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| DOI: | 10.5220/0011750000003393 |