{"id":"https://openalex.org/W4403345893","doi":"https://doi.org/10.48550/arxiv.2410.07123","title":"Transforming disaster risk reduction with AI and big data: Legal and interdisciplinary perspectives","display_name":"Transforming disaster risk reduction with AI and big data: Legal and interdisciplinary perspectives","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4403345893","doi":"https://doi.org/10.48550/arxiv.2410.07123"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2410.07123","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.07123","pdf_url":"https://arxiv.org/pdf/2410.07123","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.07123","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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chun, Kwok P","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036797271","display_name":"Thanti Octavianti","orcid":"https://orcid.org/0000-0002-9921-0539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Octavianti, Thanti","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067906219","display_name":"Nilay Do\u011fulu","orcid":"https://orcid.org/0000-0003-4229-2788"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dogulu, Nilay","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003329348","display_name":"Hristos Tyralis","orcid":"https://orcid.org/0000-0002-8932-4997"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tyralis, Hristos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045992049","display_name":"Georgia Papacharalampous","orcid":"https://orcid.org/0000-0001-5446-954X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Papacharalampous, Georgia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082412257","display_name":"Ryan Rowberry","orcid":"https://orcid.org/0000-0002-1888-8867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rowberry, Ryan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023624030","display_name":"Ping Yu Fan","orcid":"https://orcid.org/0000-0003-3618-6639"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan, Pingyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080211247","display_name":"Mark Everard","orcid":"https://orcid.org/0000-0002-0251-8482"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Everard, Mark","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048091358","display_name":"Maria Francesch\u2010Huidobro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francesch-Huidobro, Maria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073280778","display_name":"Wellington Migliari","orcid":"https://orcid.org/0000-0002-1073-1312"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Migliari, Wellington","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000825345","display_name":"David M. Hannah","orcid":"https://orcid.org/0000-0003-1714-1240"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hannah, David M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102767524","display_name":"John Travis Marshall","orcid":"https://orcid.org/0000-0003-0016-2125"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marshall, John Travis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044356223","display_name":"Rafael Tolosana Calasanz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Calasanz, Rafael Tolosana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052079408","display_name":"Chad Staddon","orcid":"https://orcid.org/0000-0002-2063-8525"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Staddon, Chad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109819243","display_name":"Ida Ansharyani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ansharyani, Ida","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031363605","display_name":"Bastien Dieppois","orcid":"https://orcid.org/0000-0001-7052-1483"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dieppois, Bastien","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034603501","display_name":"Todd R. Lewis","orcid":"https://orcid.org/0000-0001-5433-8777"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lewis, Todd R","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ponce, Juli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ponce, Juli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109819244","display_name":"Silvia Ibrean","orcid":"https://orcid.org/0009-0004-3553-0041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ibrean, Silvia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040140979","display_name":"Tiago Miguel Ferreira","orcid":"https://orcid.org/0000-0001-6454-7927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferreira, Tiago Miguel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":"Peli\u00f1o-Golle, Chinkie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002382453","display_name":"Ye Mu","orcid":"https://orcid.org/0000-0002-7857-5707"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mu, Ye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101414258","display_name":"Manuel Delgado","orcid":"https://orcid.org/0000-0002-1208-8850"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Delgado, Manuel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Espinoza, Elizabeth Silvestre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Espinoza, Elizabeth Silvestre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042035246","display_name":"Martin Keulertz","orcid":"https://orcid.org/0000-0003-1226-1403"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keulertz, Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086071445","display_name":"Deepak Gopinath","orcid":"https://orcid.org/0000-0001-5962-6153"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gopinath, Deepak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5039127351","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0002-4080-8886"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Cheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":27,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.689300000667572,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.689300000667572,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disaster-risk-reduction","display_name":"Disaster risk reduction","score":0.6813521385192871},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6106215119361877},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6024513244628906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41980499029159546},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4180390238761902},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4001384675502777},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3599558472633362},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3435215353965759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29839491844177246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20216861367225647},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1974606215953827},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.1895768642425537},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16732442378997803}],"concepts":[{"id":"https://openalex.org/C2780750338","wikidata":"https://www.wikidata.org/wiki/Q5281359","display_name":"Disaster risk reduction","level":2,"score":0.6813521385192871},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6106215119361877},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6024513244628906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41980499029159546},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4180390238761902},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4001384675502777},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3599558472633362},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3435215353965759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29839491844177246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20216861367225647},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1974606215953827},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.1895768642425537},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16732442378997803},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2410.07123","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.07123","pdf_url":"https://arxiv.org/pdf/2410.07123","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"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":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications By Year","raw_type":"text"},{"id":"doi:10.48550/arxiv.2410.07123","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2410.07123","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.07123","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.07123","pdf_url":"https://arxiv.org/pdf/2410.07123","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403345893.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Managing":[0],"complex":[1],"disaster":[2,23,164,174,191],"risks":[3,175],"requires":[4],"interdisciplinary":[5,110,236],"efforts.":[6],"Breaking":[7],"down":[8],"silos":[9],"between":[10,134],"law,":[11,227],"social":[12,84,126,168,228],"sciences,":[13,229],"and":[14,45,54,62,86,102,125,137,143,162,185,197,203,230],"natural":[15,46,231],"sciences":[16,232],"is":[17,72],"critical":[18],"for":[19,30,90,109,158,172],"all":[20],"processes":[21],"of":[22,34,43,121,132,141,155,187,190,226],"risk":[24],"reduction.":[25],"This":[26,104],"enables":[27],"adaptive":[28,114],"systems":[29,116],"the":[31,41,69,130,153,179,188,223],"rapid":[32],"evolution":[33],"AI":[35,50,67,119,147,211],"technology,":[36],"which":[37],"has":[38,213],"significantly":[39],"impacted":[40],"intersection":[42],"law":[44,115],"environments.":[47],"Exploring":[48],"how":[49,60,146],"influences":[51],"legal":[52,61,156,180],"frameworks":[53],"environmental":[55,63,87,124,135,201],"management,":[56],"while":[57],"also":[58,212],"examining":[59],"considerations":[64,157,202],"can":[65,148],"confine":[66],"within":[68],"socioeconomic":[70,205],"domain,":[71],"essential.":[73],"From":[74],"a":[75,107,159],"co-production":[76],"review":[77],"perspective,":[78],"drawing":[79],"on":[80,97,118,152,177,235],"insights":[81],"from":[82,123],"lawyers,":[83],"scientists,":[85,88],"principles":[89,154,199],"responsible":[91],"data":[92],"mining":[93],"are":[94,170],"proposed":[95],"based":[96,117,151,176],"safety,":[98],"transparency,":[99],"fairness,":[100],"accountability,":[101],"contestability.":[103],"discussion":[105],"offers":[106],"blueprint":[108],"collaboration":[111],"to":[112,183,208,217,233],"create":[113],"integration":[120],"knowledge":[122],"sciences.":[127],"Discrepancies":[128],"in":[129,139,219,238],"use":[131],"language":[133],"scientists":[136],"decision-makers":[138],"terms":[140],"usefulness":[142],"accuracy":[144],"hamper":[145],"be":[149,194],"used":[150],"safe,":[160],"trustworthy,":[161],"contestable":[163],"management":[165,192],"framework.":[166],"When":[167],"networks":[169],"useful":[171],"mitigating":[173],"AI,":[178],"implications":[181],"related":[182,207],"privacy":[184],"liability":[186],"outcomes":[189],"must":[193],"considered.":[195],"Fair":[196],"accountable":[198],"emphasise":[200],"foster":[204],"discussions":[206],"public":[209],"engagement.":[210],"an":[214],"important":[215],"role":[216],"play":[218],"education,":[220],"bringing":[221],"together":[222],"next":[224],"generations":[225],"work":[234],"solutions":[237],"harmony.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}