{"id":"https://openalex.org/W4390481401","doi":"https://doi.org/10.1109/ssci52147.2023.10372049","title":"Causal Models Applied to the Patterns of Human Migration due to Climate Change","display_name":"Causal Models Applied to the Patterns of Human Migration due to Climate Change","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390481401","doi":"https://doi.org/10.1109/ssci52147.2023.10372049"},"language":"en","primary_location":{"id":"doi:10.1109/ssci52147.2023.10372049","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10372049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070572598","display_name":"Kenneth Lai","orcid":"https://orcid.org/0000-0003-1513-5509"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kenneth Lai","raw_affiliation_strings":["University of Calgary,Biometric Technologies Laboratory,Department of Electrical and Software Engineering,Canada","Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Canada","Department of Electrical and Software Engineering, Biometric Technologies Laboratory, University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary,Biometric Technologies Laboratory,Department of Electrical and Software Engineering,Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Electrical and Software Engineering, Biometric Technologies Laboratory, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085946799","display_name":"Svetlana Yanushkevich","orcid":"https://orcid.org/0000-0003-4794-9849"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Svetlana Yanushkevich","raw_affiliation_strings":["University of Calgary,Biometric Technologies Laboratory,Department of Electrical and Software Engineering,Canada","Department of Electrical and Software Engineering, Biometric Technologies Laboratory, University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary,Biometric Technologies Laboratory,Department of Electrical and Software Engineering,Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Electrical and Software Engineering, Biometric Technologies Laboratory, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":2.1046,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90195643,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"30","issue":null,"first_page":"1644","last_page":"1649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12656","display_name":"Climate Change, Adaptation, Migration","score":0.9017999768257141,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12656","display_name":"Climate Change, Adaptation, Migration","score":0.9017999768257141,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6201699376106262},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.6104167103767395},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5572985410690308},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5562317371368408},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4585203528404236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44559362530708313},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4047415554523468},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3466959595680237},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.32294291257858276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17307066917419434},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15078997611999512},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14765623211860657},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10303732752799988}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6201699376106262},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6104167103767395},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5572985410690308},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5562317371368408},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4585203528404236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44559362530708313},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4047415554523468},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3466959595680237},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32294291257858276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17307066917419434},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15078997611999512},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14765623211860657},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10303732752799988},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci52147.2023.10372049","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10372049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334617","display_name":"Social Sciences and Humanities Research Council of Canada","ror":"https://ror.org/04j5jqy92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2016210396","https://openalex.org/W2032927332","https://openalex.org/W2230006126","https://openalex.org/W2625759805","https://openalex.org/W2803992653","https://openalex.org/W2946783737","https://openalex.org/W3090713708","https://openalex.org/W3109073683","https://openalex.org/W3177318507","https://openalex.org/W3212890323","https://openalex.org/W3214428060","https://openalex.org/W4200167208","https://openalex.org/W4280516690","https://openalex.org/W4306947957","https://openalex.org/W4385245566","https://openalex.org/W6739901393","https://openalex.org/W6772876689","https://openalex.org/W6797155008"],"related_works":["https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W4388203630","https://openalex.org/W2526386912","https://openalex.org/W2410591377","https://openalex.org/W2323113755","https://openalex.org/W2506793457","https://openalex.org/W2359476398","https://openalex.org/W2356645659","https://openalex.org/W2738162359"],"abstract_inverted_index":{"The":[0],"impacts":[1],"of":[2,63,69,93],"mass":[3],"migration,":[4],"such":[5,25],"as":[6,26],"crises":[7,32,59],"induced":[8],"by":[9,41,46],"climate":[10],"change,":[11],"extend":[12],"beyond":[13],"environmental":[14],"con-cerns":[15],"and":[16,22,29,39,71,81,95],"can":[17,112],"greatly":[18],"affect":[19],"social":[20],"infrastructure":[21],"public":[23],"services,":[24],"education,":[27],"healthcare,":[28],"security.":[30],"These":[31],"exacerbate":[33],"certain":[34],"elements":[35],"like":[36],"cultural":[37],"barriers":[38],"discrimination":[40],"amplifying":[42],"the":[43,61,91,98],"challenges":[44],"faced":[45],"these":[47],"affected":[48],"communities.":[49],"This":[50],"paper":[51],"proposes":[52],"an":[53],"innovative":[54],"approach":[55],"to":[56,115],"address":[57],"migration":[58,120],"in":[60,97,119],"context":[62],"crisis":[64,127],"management":[65],"through":[66],"a":[67],"combination":[68],"modeling":[70],"imbalance":[72],"assessment":[73],"tools.":[74],"By":[75],"employing":[76],"deep":[77],"learning":[78],"for":[79,104],"forecasting":[80],"integrating":[82],"causal":[83],"reasoning":[84],"via":[85],"Bayesian":[86],"networks,":[87],"this":[88,108],"methodology":[89],"enables":[90],"evaluation":[92],"imbalances":[94],"risks":[96],"socio-technological":[99],"landscape,":[100],"providing":[101],"crucial":[102],"insights":[103],"informed":[105],"decision-making.":[106],"Through":[107],"framework,":[109],"critical":[110],"systems":[111],"be":[113],"analyzed":[114],"understand":[116],"how":[117],"fluctuations":[118],"levels":[121],"may":[122],"impact":[123],"them,":[124],"facilitating":[125],"effective":[126],"governance":[128],"strategies.":[129]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
