{"id":"https://openalex.org/W4390044965","doi":"https://doi.org/10.1109/icast57874.2023.10359286","title":"Road Traffic Accident Pattern Analysis with Data Mining","display_name":"Road Traffic Accident Pattern Analysis with Data Mining","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4390044965","doi":"https://doi.org/10.1109/icast57874.2023.10359286"},"language":"en","primary_location":{"id":"doi:10.1109/icast57874.2023.10359286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icast57874.2023.10359286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Awareness Science and Technology (iCAST)","raw_type":"proceedings-article"},"type":"article","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/A5102011197","display_name":"Albe Bing Zhe Chai","orcid":"https://orcid.org/0000-0003-3314-3158"},"institutions":[{"id":"https://openalex.org/I96413208","display_name":"Swinburne University of Technology Sarawak Campus","ror":"https://ror.org/014cjmc76","country_code":"MY","type":"education","lineage":["https://openalex.org/I57093077","https://openalex.org/I96413208"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Albe Bing Zhe Chai","raw_affiliation_strings":["Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia","institution_ids":["https://openalex.org/I96413208"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bee Theng Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I96413208","display_name":"Swinburne University of Technology Sarawak Campus","ror":"https://ror.org/014cjmc76","country_code":"MY","type":"education","lineage":["https://openalex.org/I57093077","https://openalex.org/I96413208"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Bee Theng Lau","raw_affiliation_strings":["Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia","institution_ids":["https://openalex.org/I96413208"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010906636","display_name":"Mark Tee Kit Tsun","orcid":"https://orcid.org/0000-0002-4413-2000"},"institutions":[{"id":"https://openalex.org/I96413208","display_name":"Swinburne University of Technology Sarawak Campus","ror":"https://ror.org/014cjmc76","country_code":"MY","type":"education","lineage":["https://openalex.org/I57093077","https://openalex.org/I96413208"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mark Kit Tsun Tee","raw_affiliation_strings":["Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology Sarawak Campus,Faculty of Engineering, Computing & Science,Kuching,Malaysia","institution_ids":["https://openalex.org/I96413208"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018763016","display_name":"Christopher McCarthy","orcid":"https://orcid.org/0000-0001-5563-3583"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chris McCarthy","raw_affiliation_strings":["Swinburne University of Technology,Department of Computer Science & Software Engineering,Melbourne,Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computer Science & Software Engineering,Melbourne,Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102011197"],"corresponding_institution_ids":["https://openalex.org/I96413208"],"apc_list":null,"apc_paid":null,"fwci":0.5966,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67278418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"222","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9944999814033508,"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/T14056","display_name":"Safety Warnings and Signage","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7073302865028381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5399333238601685},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4833895266056061},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47077271342277527},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.427114337682724},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.41171592473983765},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.32334402203559875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18392321467399597}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7073302865028381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5399333238601685},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4833895266056061},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47077271342277527},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.427114337682724},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.41171592473983765},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.32334402203559875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18392321467399597},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icast57874.2023.10359286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icast57874.2023.10359286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Awareness Science and Technology (iCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2139339877","https://openalex.org/W2321449838","https://openalex.org/W2593300277","https://openalex.org/W2604855750","https://openalex.org/W2728756982","https://openalex.org/W2792900356","https://openalex.org/W2895724823","https://openalex.org/W2902078699","https://openalex.org/W3003163955","https://openalex.org/W3026727966","https://openalex.org/W3087111763","https://openalex.org/W3120824960","https://openalex.org/W3184497139","https://openalex.org/W4200232940","https://openalex.org/W4213139545","https://openalex.org/W4229451996","https://openalex.org/W4307377812","https://openalex.org/W4307449500","https://openalex.org/W4311907622","https://openalex.org/W4312561403","https://openalex.org/W4388506131"],"related_works":["https://openalex.org/W128746893","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W2065998343","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2982449560","https://openalex.org/W2086429535","https://openalex.org/W2110683262"],"abstract_inverted_index":{"The":[0,97],"discovery":[1,165],"of":[2,18,39,55,79,166,183,203],"Road":[3,138],"Traffic":[4],"Accident":[5],"(RTA)":[6],"patterns":[7,41,91,107,132,168,193],"is":[8,47,102,172,187],"vital":[9],"to":[10,49,85,104,147,174,179,189],"formulate":[11],"mitigation":[12],"strategies":[13,178],"based":[14],"on":[15],"the":[16,51,62,77,89,113,136,143,156,164,181,191],"characteristics":[17,57,139],"RTA.":[19,184],"Various":[20],"studies":[21],"have":[22],"applied":[23],"association":[24,80],"rule":[25,81],"mining":[26,82],"for":[27,92,108],"RTA":[28,40,56,69,90,106,131,148,167,192,204],"pattern":[29],"discovery.":[30],"However,":[31],"limited":[32],"research":[33],"has":[34],"conducted":[35],"a":[36],"comparative":[37],"analysis":[38],"in":[42,71,130,169,176],"different":[43,59,68,170,195],"regions.":[44],"This":[45,74],"work":[46,75,186],"necessary":[48,188],"identify":[50],"similarities":[52,127],"and":[53,64,87,94,112,121,128,135,140,159],"differences":[54,129],"between":[58,133],"regions,":[60],"especially":[61],"developed":[63,93,122],"developing":[65,95,120],"countries":[66],"with":[67],"trends":[70],"fatality":[72],"rates.":[73],"explored":[76],"application":[78],"(FP-Growth":[83],"algorithm)":[84],"discover":[86,105,190],"compare":[88],"countries.":[96,123],"Orange":[98],"Data":[99],"Mining":[100],"software":[101],"used":[103],"Ethiopia":[109,134],"(12,317":[110],"samples)":[111],"UK":[114],"(United":[115],"Kingdom)":[116],"(1,048,575":[117],"samples),":[118],"representing":[119],"Eventually,":[124],"findings":[125],"showed":[126],"UK.":[137],"conditions":[141],"are":[142],"common":[144],"factors":[145,154],"contributing":[146],"severity":[149],"levels,":[150],"while":[151],"other":[152],"crucial":[153],"include":[155],"light":[157],"condition":[158],"speed":[160],"limit.":[161],"In":[162],"conclusion,":[163],"regions":[171],"beneficial":[173],"assist":[175],"formulating":[177],"reduce":[180],"risk":[182],"Future":[185],"from":[194],"perspectives,":[196],"such":[197],"as":[198],"seasonal":[199],"or":[200],"periodical":[201],"variations":[202],"patterns.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}