{"id":"https://openalex.org/W4409464262","doi":"https://doi.org/10.1002/widm.70011","title":"Transforming Disaster Risk Reduction With <scp>AI</scp> and Big Data: Legal and Interdisciplinary Perspectives","display_name":"Transforming Disaster Risk Reduction With <scp>AI</scp> and Big Data: Legal and Interdisciplinary Perspectives","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4409464262","doi":"https://doi.org/10.1002/widm.70011"},"language":"en","primary_location":{"id":"doi:10.1002/widm.70011","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.70011","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.70011","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.70011","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005362656","display_name":"Kwok Pan Chun","orcid":"https://orcid.org/0000-0001-9873-6240"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kwok P. Chun","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0001-9873-6240","affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036797271","display_name":"Thanti Octavianti","orcid":"https://orcid.org/0000-0002-9921-0539"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thanti Octavianti","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0002-9921-0539","affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067906219","display_name":"Nilay Do\u011fulu","orcid":"https://orcid.org/0000-0003-4229-2788"},"institutions":[{"id":"https://openalex.org/I1335690228","display_name":"World Meteorological Organization","ror":"https://ror.org/011pjwf87","country_code":"CH","type":"government","lineage":["https://openalex.org/I1335690228"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nilay Dogulu","raw_affiliation_strings":["Hydrology, Water Resources and Cryosphere Division World Meteorological Organization (WMO)  Geneva Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4229-2788","affiliations":[{"raw_affiliation_string":"Hydrology, Water Resources and Cryosphere Division World Meteorological Organization (WMO)  Geneva Switzerland","institution_ids":["https://openalex.org/I1335690228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003329348","display_name":"Hristos Tyralis","orcid":"https://orcid.org/0000-0002-8932-4997"},"institutions":[{"id":"https://openalex.org/I2802113776","display_name":"Hellenic Air Force","ror":"https://ror.org/044xk2674","country_code":"GR","type":"government","lineage":["https://openalex.org/I2802113776"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Hristos Tyralis","raw_affiliation_strings":["Construction Agency, Hellenic Air Force  Cholargos Greece"],"raw_orcid":"https://orcid.org/0000-0002-8932-4997","affiliations":[{"raw_affiliation_string":"Construction Agency, Hellenic Air Force  Cholargos Greece","institution_ids":["https://openalex.org/I2802113776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045992049","display_name":"Georgia Papacharalampous","orcid":"https://orcid.org/0000-0001-5446-954X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Georgia Papacharalampous","raw_affiliation_strings":["Department of Land, Environment, Agriculture and Forestry University of Padova  Legnaro Italy"],"raw_orcid":"https://orcid.org/0000-0001-5446-954X","affiliations":[{"raw_affiliation_string":"Department of Land, Environment, Agriculture and Forestry University of Padova  Legnaro Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082412257","display_name":"Ryan Rowberry","orcid":"https://orcid.org/0000-0002-1888-8867"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Rowberry","raw_affiliation_strings":["Georgia State University College of Law  Atlanta Georgia USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia State University College of Law  Atlanta Georgia USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023624030","display_name":"Ping Yu Fan","orcid":"https://orcid.org/0000-0003-3618-6639"},"institutions":[{"id":"https://openalex.org/I4210118286","display_name":"Hong Kong Design Centre","ror":"https://ror.org/02hbtf857","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210118286"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Pingyu Fan","raw_affiliation_strings":["Department of Urban Planning and Design The University of Hong Kong  Hong Kong Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urban Planning and Design The University of Hong Kong  Hong Kong Hong Kong","institution_ids":["https://openalex.org/I4210118286","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080211247","display_name":"Mark Everard","orcid":"https://orcid.org/0000-0002-0251-8482"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Everard","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0002-0251-8482","affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048091358","display_name":"Maria Francesch\u2010Huidobro","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Maria Francesch\u2010Huidobro","raw_affiliation_strings":["Department of Geography The University of Hong Kong  Hong Kong Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography The University of Hong Kong  Hong Kong Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073280778","display_name":"Wellington Migliari","orcid":"https://orcid.org/0000-0002-1073-1312"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Wellington Migliari","raw_affiliation_strings":["Law School, University of Barcelona  Barcelona Catalonia Spain"],"raw_orcid":"https://orcid.org/0000-0002-1073-1312","affiliations":[{"raw_affiliation_string":"Law School, University of Barcelona  Barcelona Catalonia Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000825345","display_name":"David M. Hannah","orcid":"https://orcid.org/0000-0003-1714-1240"},"institutions":[{"id":"https://openalex.org/I4210148180","display_name":"Institute for Sustainability","ror":"https://ror.org/04carjf23","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210148180"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David M. Hannah","raw_affiliation_strings":["Birmingham Institute for Sustainability &amp; Climate Action and School of Geography, Earth &amp; Environmental Sciences University of Birmingham  Birmingham UK"],"raw_orcid":"https://orcid.org/0000-0003-1714-1240","affiliations":[{"raw_affiliation_string":"Birmingham Institute for Sustainability &amp; Climate Action and School of Geography, Earth &amp; Environmental Sciences University of Birmingham  Birmingham UK","institution_ids":["https://openalex.org/I4210148180","https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102767524","display_name":"John Travis Marshall","orcid":"https://orcid.org/0000-0003-0016-2125"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Travis Marshall","raw_affiliation_strings":["Georgia State University College of Law  Atlanta Georgia USA"],"raw_orcid":"https://orcid.org/0000-0003-0016-2125","affiliations":[{"raw_affiliation_string":"Georgia State University College of Law  Atlanta Georgia USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044356223","display_name":"Rafael Tolosana Calasanz","orcid":null},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Tolosana Calasanz","raw_affiliation_strings":["Department of Computer Science and Systems Engineering Universidad de Zaragoza  Zaragoza Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Systems Engineering Universidad de Zaragoza  Zaragoza Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052079408","display_name":"Chad Staddon","orcid":"https://orcid.org/0000-0002-2063-8525"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chad Staddon","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0002-2063-8525","affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109819243","display_name":"Ida Ansharyani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101474","display_name":"Universitas Samawa","ror":"https://ror.org/00mqpp445","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210101474"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ida Ansharyani","raw_affiliation_strings":["Department of Agriculture Universitas Samawa  Sumbawa Besar Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agriculture Universitas Samawa  Sumbawa Besar Indonesia","institution_ids":["https://openalex.org/I4210101474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031363605","display_name":"Bastien Dieppois","orcid":"https://orcid.org/0000-0001-7052-1483"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bastien Dieppois","raw_affiliation_strings":["Centre for Agroecology Water and Resilience (CAWR), Coventry University  Coventry UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Agroecology Water and Resilience (CAWR), Coventry University  Coventry UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034603501","display_name":"Todd R. Lewis","orcid":"https://orcid.org/0000-0001-5433-8777"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Todd R. Lewis","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0001-5433-8777","affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077776008","display_name":"Juli Ponce Sol\u00e9","orcid":"https://orcid.org/0000-0002-1977-5063"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juli Ponce","raw_affiliation_strings":["Law School, University of Barcelona  Barcelona Catalonia Spain"],"raw_orcid":"https://orcid.org/0000-0002-1977-5063","affiliations":[{"raw_affiliation_string":"Law School, University of Barcelona  Barcelona Catalonia Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109819244","display_name":"Silvia Ibrean","orcid":"https://orcid.org/0009-0004-3553-0041"},"institutions":[{"id":"https://openalex.org/I4210148429","display_name":"United Nations University","ror":"https://ror.org/040aqvh16","country_code":"DE","type":"other","lineage":["https://openalex.org/I4210104502","https://openalex.org/I4210148429"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Silvia Ibrean","raw_affiliation_strings":["UN Volunteer, United Nations Volunteers  Bonn Germany"],"raw_orcid":"https://orcid.org/0009-0004-3553-0041","affiliations":[{"raw_affiliation_string":"UN Volunteer, United Nations Volunteers  Bonn Germany","institution_ids":["https://openalex.org/I4210148429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040140979","display_name":"Tiago Miguel Ferreira","orcid":"https://orcid.org/0000-0001-6454-7927"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tiago Miguel Ferreira","raw_affiliation_strings":["University of the West of England School of Engineering  Bristol UK"],"raw_orcid":"https://orcid.org/0000-0001-6454-7927","affiliations":[{"raw_affiliation_string":"University of the West of England School of Engineering  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109819245","display_name":"Chinkie Peli\u00f1o\u2010Golle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chinkie Peli\u00f1o\u2010Golle","raw_affiliation_strings":["EcoWaste Coalition  Manila Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoWaste Coalition  Manila Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002382453","display_name":"Ye Mu","orcid":"https://orcid.org/0000-0002-7857-5707"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ye Mu","raw_affiliation_strings":["Department of Geography University of California  Santa Barbara California USA"],"raw_orcid":"https://orcid.org/0000-0002-7857-5707","affiliations":[{"raw_affiliation_string":"Department of Geography University of California  Santa Barbara California USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104339477","display_name":"Manuel Davila Delgado","orcid":null},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manuel Davila Delgado","raw_affiliation_strings":["Birmingham City Business School Birmingham City University  Birmingham UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham City Business School Birmingham City University  Birmingham UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075336425","display_name":"E. Silvestre","orcid":"https://orcid.org/0000-0003-1149-8804"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elizabeth Silvestre Espinoza","raw_affiliation_strings":["Inclima  Oslo Fornebu Norway"],"raw_orcid":"https://orcid.org/0000-0003-1149-8804","affiliations":[{"raw_affiliation_string":"Inclima  Oslo Fornebu Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042035246","display_name":"Martin Keulertz","orcid":"https://orcid.org/0000-0003-1226-1403"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Martin Keulertz","raw_affiliation_strings":["American University of Beirut  Beirut Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American University of Beirut  Beirut Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086071445","display_name":"Deepak Gopinath","orcid":"https://orcid.org/0000-0001-5962-6153"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deepak Gopinath","raw_affiliation_strings":["School of Architecture and Environment University of the West of England  Bristol UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Environment University of the West of England  Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039127351","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0002-4080-8886"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Department of Ecology Yangzhou University  Yangzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology Yangzhou University  Yangzhou China","institution_ids":["https://openalex.org/I78978612"]}]}],"institutions":[],"countries_distinct_count":11,"institutions_distinct_count":18,"corresponding_author_ids":["https://openalex.org/A5005362656","https://openalex.org/A5036797271"],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":{"value":4070,"currency":"USD","value_usd":4070},"apc_paid":{"value":4070,"currency":"USD","value_usd":4070},"fwci":8.1804,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97318465,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/computer-science","display_name":"Computer science","score":0.7007958292961121},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6467351913452148},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6027041077613831},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4543426036834717},{"id":"https://openalex.org/keywords/disaster-risk-reduction","display_name":"Disaster risk reduction","score":0.45132556557655334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2502199113368988}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007958292961121},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6467351913452148},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6027041077613831},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4543426036834717},{"id":"https://openalex.org/C2780750338","wikidata":"https://www.wikidata.org/wiki/Q5281359","display_name":"Disaster risk reduction","level":2,"score":0.45132556557655334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2502199113368988},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1002/widm.70011","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.70011","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.70011","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/94bbecb1-3a72-47f6-bb50-ec5d0f25cfa1","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/94bbecb1-3a72-47f6-bb50-ec5d0f25cfa1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/82c070d3-ad7d-4bb2-a5d7-8e6d3722d5cd","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/82c070d3-ad7d-4bb2-a5d7-8e6d3722d5cd","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:16913","is_oa":false,"landing_page_url":"https://www.open-access.bcu.ac.uk/16913/1/WIREs%20Data%20Min%20Knowl%20-%202025%20-%20Chun%20-%20Transforming%20Disaster%20Risk%20Reduction%20With%20AI%20and%20Big%20Data%20Legal%20and.pdf","pdf_url":"https://www.open-access.bcu.ac.uk/16913/1/WIREs%20Data%20Min%20Knowl%20-%202025%20-%20Chun%20-%20Transforming%20Disaster%20Risk%20Reduction%20With%20AI%20and%20Big%20Data%20Legal%20and.pdf","source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:zaguan.unizar.es:156681","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/156681","pdf_url":"https://zaguan.unizar.es/record/156681/files/texto_completo.pdf","source":{"id":"https://openalex.org/S4306402461","display_name":"Zaguan (Universidad de Zaragoza)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:readingroom.law.gsu.edu:faculty_pub-4663","is_oa":false,"landing_page_url":"https://readingroom.law.gsu.edu/faculty_pub/3667","pdf_url":null,"source":{"id":"https://openalex.org/S4306401049","display_name":"eYLS (Yale Law School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32971472","host_organization_name":"Yale University","host_organization_lineage":["https://openalex.org/I32971472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications By Year","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1002/widm.70011","is_oa":true,"landing_page_url":"https://doi.org/10.1002/widm.70011","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/widm.70011","source":{"id":"https://openalex.org/S2505707916","display_name":"Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery","issn_l":"1942-4787","issn":["1942-4787","1942-4795"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"WIREs Data Mining and Knowledge Discovery","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3020948319","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320326208","funder_display_name":"Gobierno de Arag\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3894604288","display_name":null,"funder_award_id":"PID2020-113037RB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G425668148","display_name":null,"funder_award_id":".13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4570572289","display_name":null,"funder_award_id":"IEC\\NSFC\\223132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7292499757","display_name":"NERC- FAPESP-NSTC Land Use Change Investigation and Regional Climate (LIRIC)","funder_award_id":"NE/Z504026/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G8252231661","display_name":null,"funder_award_id":"IEC\\NSFC\\223132","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"}],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320320668","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34"},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326208","display_name":"Gobierno de Arag\u00f3n","ror":"https://ror.org/0425pg203"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409464262.pdf","grobid_xml":"https://content.openalex.org/works/W4409464262.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1605680460","https://openalex.org/W1808219824","https://openalex.org/W2025720061","https://openalex.org/W2043662098","https://openalex.org/W2185562031","https://openalex.org/W2487770199","https://openalex.org/W2557733671","https://openalex.org/W2621635773","https://openalex.org/W2736585786","https://openalex.org/W2767501428","https://openalex.org/W2785405328","https://openalex.org/W2801081735","https://openalex.org/W2888421737","https://openalex.org/W2893405045","https://openalex.org/W2898569796","https://openalex.org/W2934302500","https://openalex.org/W2947611361","https://openalex.org/W2953277565","https://openalex.org/W2963473400","https://openalex.org/W2975567887","https://openalex.org/W2980202986","https://openalex.org/W2998010828","https://openalex.org/W2999039272","https://openalex.org/W3000603264","https://openalex.org/W3006630858","https://openalex.org/W3011865677","https://openalex.org/W3013998503","https://openalex.org/W3014411350","https://openalex.org/W3026642322","https://openalex.org/W3040427204","https://openalex.org/W3086607052","https://openalex.org/W3092046581","https://openalex.org/W3111860558","https://openalex.org/W3121487916","https://openalex.org/W3128070792","https://openalex.org/W3158471737","https://openalex.org/W3180172187","https://openalex.org/W3213324334","https://openalex.org/W4226437737","https://openalex.org/W4283377999","https://openalex.org/W4292317242","https://openalex.org/W4294719543","https://openalex.org/W4297310979","https://openalex.org/W4307333475","https://openalex.org/W4307333484","https://openalex.org/W4307333485","https://openalex.org/W4307333490","https://openalex.org/W4307333494","https://openalex.org/W4307333497","https://openalex.org/W4307333502","https://openalex.org/W4307333508","https://openalex.org/W4307333509","https://openalex.org/W4307333519","https://openalex.org/W4307333524","https://openalex.org/W4320484574","https://openalex.org/W4323043213","https://openalex.org/W4362552636","https://openalex.org/W4380685454","https://openalex.org/W4385437969","https://openalex.org/W4386142022","https://openalex.org/W4390763886","https://openalex.org/W4391508537","https://openalex.org/W4401205781"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2731626691","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084"],"abstract_inverted_index":{"ABSTRACT":[0],"Managing":[1],"complex":[2],"disaster":[3,24,117,134,192],"risks":[4,118],"requires":[5],"interdisciplinary":[6,92,179],"efforts.":[7],"Breaking":[8],"down":[9],"silos":[10],"between":[11,222],"law,":[12,170,224],"social":[13,66,108,111,171],"sciences,":[14,172],"and":[15,39,47,68,84,107,128,140,146,173,201,209,225,230],"natural":[16,174],"sciences":[17,175],"is":[18,28],"critical":[19],"for":[20,72,91,115,191],"all":[21],"processes":[22],"of":[23,36,103,130,133,169,214],"risk":[25],"reduction.":[26],"It":[27],"essential":[29],"to":[30,94,126,151,160,176,203],"explore":[31],"how":[32,45],"AI":[33,101,154,185,215],"enhances":[34],"understanding":[35],"legal":[37,46,123],"frameworks":[38],"environmental":[40,48,69,106,144,226],"management,":[41,193],"while":[42],"also":[43,155],"examining":[44],"factors":[49],"may":[50],"limit":[51],"AI's":[52],"role":[53,159],"in":[54,162,181,233],"society.":[55],"From":[56],"a":[57,89],"co\u2010production":[58],"review":[59],"perspective,":[60],"drawing":[61],"on":[62,79,100,120,178,218],"insights":[63],"from":[64,105],"lawyers,":[65],"scientists,":[67,70],"principles":[71,142],"responsible":[73,212],"data":[74,234],"mining":[75],"are":[76,113],"proposed":[77],"based":[78,99,119,217],"safety,":[80],"transparency,":[81,208],"fairness,":[82],"accountability,":[83],"contestability.":[85],"This":[86],"discussion":[87],"offers":[88],"blueprint":[90],"collaboration":[93],"create":[95],"adaptive":[96],"law":[97],"systems":[98],"integration":[102],"knowledge":[104],"sciences.":[109],"When":[110],"networks":[112],"useful":[114],"mitigating":[116],"AI,":[121,223],"the":[122,131,166,219],"implications":[124],"related":[125,150],"privacy":[127],"liability":[129],"outcomes":[132],"management":[135],"must":[136,195],"be":[137,188,196],"considered.":[138],"Fair":[139],"accountable":[141],"emphasize":[143],"considerations":[145,200],"foster":[147],"socioeconomic":[148],"discussions":[149],"public":[152],"engagement.":[153],"has":[156],"an":[157],"important":[158],"play":[161],"education,":[163],"bringing":[164],"together":[165],"next":[167],"generations":[168],"work":[177],"solutions":[180],"harmony.":[182],"Although":[183],"emerging":[184],"approaches":[186],"can":[187],"powerful":[189],"tools":[190],"they":[194],"implemented":[197],"with":[198],"ethical":[199],"safeguards":[202],"address":[204],"concerns":[205],"about":[206],"bias,":[207],"privacy.":[210],"The":[211],"execution":[213],"approaches,":[216],"dynamic":[220],"interplay":[221],"risk,":[227],"promotes":[228],"sustainable":[229],"equitable":[231],"practices":[232],"mining.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-04-16T00:00:00"}
