{"id":51765,"date":"2020-05-01T09:04:15","date_gmt":"2020-05-01T08:04:15","guid":{"rendered":"https:\/\/www.lse.ac.uk\/granthaminstitute\/?post_type=publication&p=51765"},"modified":"2024-08-19T14:39:59","modified_gmt":"2024-08-19T13:39:59","slug":"making-use-of-fuzzy-cognitive-maps-in-agent-based-modeling","status":"publish","type":"publication","link":"https:\/\/www.lse.ac.uk\/granthaminstitute\/publication\/making-use-of-fuzzy-cognitive-maps-in-agent-based-modeling\/","title":{"rendered":"Making use of fuzzy cognitive maps in agent-based modeling"},"content":{"rendered":"\n

One of the main challenges in Agent-Based Modeling (ABM) is to model agents’ preferences and behavioral rules such that the knowledge and decision-making processes of real-life stakeholders will be reflected. To tackle this challenge, we demonstrate the potential use of a participatory method, Fuzzy Cognitive Mapping (FCM), that aggregates agents’ qualitative knowledge (i.e., knowledge co-production). In our proposed approach, the outcome of FCM would be a basis for designing agents’ preferences and behavioral rules in ABM. We apply this method to a social-ecological system of a farming community facing water scarcity.<\/p>\n\n\n\n

Mehryar S., Schwarz N., Sliuzas R., van Maarseveen M. (2020) Making Use of Fuzzy Cognitive Maps in Agent-Based Modeling. In: Verhagen H., Borit M., Bravo G., Wijermans N. (eds) Advances in Social Simulation. Springer Proceedings in Complexity. Springer, Cham<\/strong><\/em><\/p>\n\n","protected":false},"excerpt":{"rendered":"\n

One of the main challenges in Agent-Based Modeling (ABM) is to model agents’ preferences and behavioral rules such that the…<\/p>\n\n","protected":false},"author":12,"featured_media":0,"template":"","tags":[1814,1813,296],"publication-type":[436],"topic_area":[4698],"class_list":["post-51765","publication","type-publication","status-publish","hentry","tag-agent-based-model","tag-fuzzy-cognitive-map","tag-knowledge","publication-type-research-articles","topic_area-behavioural-responses"],"acf":{"exclude_from_sync":{"ref_value":"field_560538b0e7350","value":"0","type":false,"post_type":""},"downloads":{"ref_value":"field_52f16cc1a80f2","value":false,"type":"repeater","post_type":""},"rss_newsletter":{"ref_value":"field_54f5c2c1544d8","value":"","type":false,"post_type":""},"profile_link":{"ref_value":"field_52f164b5189e9","value":["sara-mehryar"],"type":"relationship","post_type":"profile"},"article_link":{"ref_value":"field_52eee3c7f0586","value":"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-34127-5_29","type":false,"post_type":""},"article_link_title":{"ref_value":"field_5322399d89d42","value":"External link to article","type":false,"post_type":""}},"yoast_head":"\nMaking use of fuzzy cognitive maps in agent-based modeling - 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