{"id":{"repo_id":"catalunya","oai_identifier":"oai:openaccess.uoc.edu:10609/148860"},"canonical_url":"https://search.dev.ndltd.org/etd/catalunya/oai:openaccess.uoc.edu:10609/148860","repository":{"repo_id":"catalunya","name":"Universitat Oberta de Catalunya","base_url":"https://openaccess.uoc.edu/server/oai/request"},"display":{"title":"An agent-based simulation study of the social contagion of divorce","abstract":"An agent-base model based on an epidemiological SIRa model of infectious diseases is used for the simulation of the social contagion of divorce in this work. First, two simple SIR and SIRa models are implemented and the results of their simulation outcomes analyzed. Then, using machine learning classification models to predict the probability that each couple has of facing relationship instability, multiple modifications are introduced in the SIRa model. Having more realistic and heterogeneous agents in the agent-based simulation leads to more realistic and accurate results and less uncertainty in the outcomes of the simulation runs.","abstract_html":"An agent-base model based on an epidemiological SIRa model of infectious diseases is used for the simulation of the social contagion of divorce in this work. First, two simple SIR and SIRa models are implemented and the results of their simulation outcomes analyzed. Then, using machine learning classification models to predict the probability that each couple has of facing relationship instability, multiple modifications are introduced in the SIRa model. Having more realistic and heterogeneous agents in the agent-based simulation leads to more realistic and accurate results and less uncertainty in the outcomes of the simulation runs.","abstract_has_math":false,"creators":["Perez Visaires, Jon"],"institution":"Universitat Oberta de Catalunya (UOC)","degree_name":null,"degree_level":null,"degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2023,"date_issued":"2023-09","date_published":"2023-09","updated_at":"2026-07-27T19:06:52Z","subjects":["agent-based modeling","agent-based simulation","machine learning","computational social science","social contagion"],"languages":["eng"],"rights":["CC BY-NC-ND"],"rights_urls":["http://creativecommons.org/licenses/by-nc-nd/3.0/es/"],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/10609/148860","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:creator","label":"Author","values":["Perez Visaires, Jon"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2023-09-13T14:04:57Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2023-09-13T14:04:57Z"]},{"key":"dc:date.issued","label":"Date","values":["2023-09"]},{"key":"dc:publisher","label":"Institution","values":["Universitat Oberta de Catalunya (UOC)"]},{"key":"dc:type","label":"Dc Type","values":["info:eu-repo/semantics/masterThesis"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["agent-based modeling","agent-based simulation","machine learning","computational social science","social contagion"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["eng"]},{"key":"dc:rights","label":"Dc Rights","values":["CC BY-NC-ND"]},{"key":"dc:rights.uri","label":"Rights URI","values":["http://creativecommons.org/licenses/by-nc-nd/3.0/es/"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/10609/148860"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["An agent-base model based on an epidemiological SIRa model of infectious diseases is used for the simulation of the social contagion of divorce in this work. First, two simple SIR and SIRa models are implemented and the results of their simulation outcomes analyzed. Then, using machine learning classification models to predict the probability that each couple has of facing relationship instability, multiple modifications are introduced in the SIRa model. Having more realistic and heterogeneous agents in the agent-based simulation leads to more realistic and accurate results and less uncertainty in the outcomes of the simulation runs."]},{"key":"dc:format.mimetype","label":"Dc Format Mimetype","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["An agent-based simulation study of the social contagion of divorce"]}]}],"canonical_facts":{"dc:creator":["Perez Visaires, Jon"],"dc:date.accessioned":["2023-09-13T14:04:57Z"],"dc:date.available":["2023-09-13T14:04:57Z"],"dc:date.issued":["2023-09"],"dc:description.abstract":["An agent-base model based on an epidemiological SIRa model of infectious diseases is used for the simulation of the social contagion of divorce in this work. First, two simple SIR and SIRa models are implemented and the results of their simulation outcomes analyzed. Then, using machine learning classification models to predict the probability that each couple has of facing relationship instability, multiple modifications are introduced in the SIRa model. Having more realistic and heterogeneous agents in the agent-based simulation leads to more realistic and accurate results and less uncertainty in the outcomes of the simulation runs."],"dc:format.mimetype":["application/pdf"],"dc:identifier.uri":["http://hdl.handle.net/10609/148860"],"dc:language.iso":["eng"],"dc:publisher":["Universitat Oberta de Catalunya (UOC)"],"dc:rights":["CC BY-NC-ND"],"dc:rights.uri":["http://creativecommons.org/licenses/by-nc-nd/3.0/es/"],"dc:subject":["agent-based modeling","agent-based simulation","machine learning","computational social science","social contagion"],"dc:title":["An agent-based simulation study of the social contagion of divorce"],"dc:type":["info:eu-repo/semantics/masterThesis"]},"updated_at":"2026-07-27T19:06:52Z"}