{"id":"https://openalex.org/W4388176889","doi":"https://doi.org/10.1145/3615884.3629425","title":"MFN","display_name":"MFN","publication_year":2023,"publication_date":"2023-11-01","ids":{"openalex":"https://openalex.org/W4388176889","doi":"https://doi.org/10.1145/3615884.3629425"},"language":"en","primary_location":{"id":"doi:10.1145/3615884.3629425","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615884.3629425","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615884.3629425","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3615884.3629425","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057020778","display_name":"Hang Gao","orcid":"https://orcid.org/0000-0003-4797-3072"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hang Gao","raw_affiliation_strings":["Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026753059","display_name":"Yiting Wang","orcid":"https://orcid.org/0009-0002-1998-118X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiting Wang","raw_affiliation_strings":["Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068968692","display_name":"Han Xing","orcid":"https://orcid.org/0000-0002-7833-9042"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Xing","raw_affiliation_strings":["Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100330618","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0003-1399-7420"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China, Beijing Key Laboratory of City Integrated Emergency, Response Science, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Public Safety Research, Department of Engineering Physics, Tsinghua University, Beijing, China School of Safety Science, Tsinghua University, Beijing, China, Beijing Key Laboratory of City Integrated Emergency, Response Science, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057020778"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.152,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48814871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7575318813323975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6857978105545044},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.5461564660072327},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.36716747283935547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2606687545776367},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15109112858772278}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7575318813323975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6857978105545044},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.5461564660072327},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.36716747283935547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2606687545776367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15109112858772278},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3615884.3629425","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615884.3629425","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615884.3629425","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3615884.3629425","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615884.3629425","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615884.3629425","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2634331201","display_name":null,"funder_award_id":"91646101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5307636262","display_name":null,"funder_award_id":"72174102, 91646101","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G5793868373","display_name":null,"funder_award_id":"72174102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388176889.pdf","grobid_xml":"https://content.openalex.org/works/W4388176889.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2295598076","https://openalex.org/W2974690168","https://openalex.org/W3100199031","https://openalex.org/W3116135537","https://openalex.org/W4206126688","https://openalex.org/W4292247260","https://openalex.org/W4296614391","https://openalex.org/W6751536121"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Traffic":[0],"accident":[1,46,61,109,133],"risk":[2,47,62],"prediction":[3,134],"plays":[4],"a":[5,16,54],"pivotal":[6],"role":[7],"in":[8,131],"mitigating":[9],"of":[10,18,100,107,118],"road":[11,27],"accidents,":[12],"which":[13],"often":[14],"involve":[15],"multitude":[17],"factors":[19],"such":[20],"as":[21],"traffic":[22,60,108,132],"events,":[23],"weather":[24],"conditions,":[25],"and":[26,36,103],"environments.":[28],"Existing":[29],"research":[30],"has":[31],"struggled":[32],"to":[33],"adequately":[34],"capture":[35],"leverage":[37],"the":[38,73,98,105,116,122],"intricate":[39],"interrelationships":[40,74],"among":[41,75],"these":[42],"attributes":[43,77,92],"for":[44,59],"enhancing":[45],"prediction.":[48,63,110],"In":[49],"this":[50],"work,":[51],"we":[52,71],"introduce":[53],"multi-hop":[55],"fusion":[56],"network":[57],"(MFN)":[58],"The":[64],"primary":[65],"motivation":[66],"behind":[67],"MFN":[68,82],"is":[69],"that":[70],"believe":[72],"diverse":[76],"evolve":[78],"over":[79],"time.":[80],"Our":[81],"incorporates":[83],"multiple":[84],"hops,":[85],"progressively":[86],"focusing":[87],"on":[88,115,121],"interactions":[89],"between":[90],"different":[91],"at":[93],"each":[94],"stage.":[95],"This":[96],"enhances":[97],"comprehension":[99],"underlying":[101],"patterns":[102],"amplifies":[104],"precision":[106],"We":[111],"conduct":[112],"extensive":[113],"experiments":[114],"data":[117],"6":[119],"cities":[120],"US-Accidents":[123],"dataset.":[124],"Experimental":[125],"results":[126],"illustrate":[127],"significant":[128],"performance":[129],"advancements":[130],"achieved":[135],"by":[136],"our":[137],"MFN.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2023-11-02T00:00:00"}