{"id":"https://openalex.org/W4399171332","doi":"https://doi.org/10.1145/3651781.3651824","title":"Real time Alert AI and IoT based accident prevention and detection","display_name":"Real time Alert AI and IoT based accident prevention and detection","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4399171332","doi":"https://doi.org/10.1145/3651781.3651824"},"language":"en","primary_location":{"id":"doi:10.1145/3651781.3651824","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3651781.3651824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 13th International Conference on Software and Computer Applications","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/A5098944555","display_name":"Fabien Bulonza Baseme","orcid":"https://orcid.org/0009-0001-2134-4975"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Fabien Bulonza Baseme","raw_affiliation_strings":["African Center of Excellence in Internet of Things , University of Rwanda, Rwanda"],"raw_orcid":"https://orcid.org/0009-0001-2134-4975","affiliations":[{"raw_affiliation_string":"African Center of Excellence in Internet of Things , University of Rwanda, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028442279","display_name":"Damien Hanyurwimfura","orcid":"https://orcid.org/0000-0002-6290-1256"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Damien Hanyurwimfura","raw_affiliation_strings":["African Center of Excellence in Internet of Things , Univesity of Rwanda, Rwanda"],"raw_orcid":"https://orcid.org/0000-0002-6290-1256","affiliations":[{"raw_affiliation_string":"African Center of Excellence in Internet of Things , Univesity of Rwanda, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001286352","display_name":"C\u00e9lestin Twizere","orcid":"https://orcid.org/0000-0001-6912-814X"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Celestin Twizere","raw_affiliation_strings":["African Center of Excellence in Internet of Things , Univesity of Rwanda, Rwanda"],"raw_orcid":"https://orcid.org/0000-0001-6912-814X","affiliations":[{"raw_affiliation_string":"African Center of Excellence in Internet of Things , Univesity of Rwanda, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3051,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76606042,"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":"275","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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":0.9925000071525574,"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":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7100645303726196},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5755099654197693},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5625982880592346},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.497177392244339},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4603353440761566},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4547116756439209},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.4393627643585205},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.43719688057899475},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42521780729293823},{"id":"https://openalex.org/keywords/compass","display_name":"Compass","score":0.4163805842399597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3672698438167572},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.137306809425354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100645303726196},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5755099654197693},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5625982880592346},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.497177392244339},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4603353440761566},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4547116756439209},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.4393627643585205},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.43719688057899475},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42521780729293823},{"id":"https://openalex.org/C2778361833","wikidata":"https://www.wikidata.org/wiki/Q34735","display_name":"Compass","level":2,"score":0.4163805842399597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3672698438167572},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.137306809425354},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3651781.3651824","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3651781.3651824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 13th International Conference on Software and Computer Applications","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/W1547535298","https://openalex.org/W1555248185","https://openalex.org/W1964629990","https://openalex.org/W2019844689","https://openalex.org/W2040192719","https://openalex.org/W2166505383","https://openalex.org/W2551510866","https://openalex.org/W2559006933","https://openalex.org/W2744685203","https://openalex.org/W2772434162","https://openalex.org/W2784546945","https://openalex.org/W2902863768","https://openalex.org/W2976377683","https://openalex.org/W2999349943","https://openalex.org/W3004309281","https://openalex.org/W3201968391","https://openalex.org/W4280636573","https://openalex.org/W4283588701","https://openalex.org/W4312370815","https://openalex.org/W4312792395","https://openalex.org/W6758776880"],"related_works":["https://openalex.org/W2206872286","https://openalex.org/W2382913035","https://openalex.org/W2113447385","https://openalex.org/W2391335452","https://openalex.org/W2360876323","https://openalex.org/W2122695655","https://openalex.org/W2109954054","https://openalex.org/W2642723128","https://openalex.org/W2785179289","https://openalex.org/W1992674905"],"abstract_inverted_index":{"Road":[0],"incidents":[1],"caused":[2],"by":[3,200,255],"driver":[4,125,156,225],"distractions":[5,126],"(such":[6],"as":[7,49,61,128],"phone":[8,129],"usage),":[9],"drunkenness,":[10],"and":[11,28,33,40,70,85,136,158,162,169,175,182,208,228,238],"excessive":[12],"speed":[13,83],"constitute":[14],"significant":[15],"dangers":[16],"to":[17,54,73,123,152,172,192,194,223,231],"public":[18],"safety":[19,199],"in":[20,46,211,234,236,240,258],"Rwanda.":[21,212],"A":[22],"comprehensive":[23],"study":[24],"of":[25,30,51,155,197],"the":[26,52,55,62,65,121,178,195,259],"design":[27],"implementation":[29],"an":[31,202,241],"AI":[32],"IoT-based":[34],"system":[35,66,122,179],"for":[36,82,94,102,205],"accident":[37,209],"detection,":[38,96],"prevention,":[39],"enhanced":[41],"emergency":[42,186,206],"response":[43,187,207],"is":[44,118,191,216,222,250],"presented":[45],"this":[47],"article":[48],"one":[50],"solutions":[53,257],"problem.":[56],"Using":[57],"Raspberry":[58,109],"Pi":[59,110],"microcontroller":[60],"central":[63],"server,":[64],"incorporates":[67],"several":[68],"sensors":[69],"actuators":[71],"connected":[72],"ESP8266,":[74],"including":[75],"GPS":[76,78],"Gn801":[77],"Glonass":[79],"dual":[80],"mode":[81],"detection":[84],"car":[86,103],"localization,":[87],"MQ3":[88],"alcohol":[89,95],"gas":[90],"sensor":[91],"SEN42,":[92],"R16":[93],"ADXL335-3":[97],"Axis":[98],"compass":[99],"accelerometer":[100],"GY-6l":[101],"movement":[104],"changes.":[105],"In":[106],"addition,":[107],"a":[108,142,232,246],"4Bl3B":[111],"5MP":[112],"fisheye":[113],"night":[114],"vision":[115],"focal":[116],"camera":[117],"integrated":[119],"into":[120],"detect":[124],"such":[127],"usage":[130],"while":[131],"driving.":[132],"Sophisticated":[133],"machine":[134],"learning":[135],"artificial":[137],"intelligence":[138],"(AI)":[139],"algorithms,":[140],"with":[141,185],"specific":[143],"focus":[144,215],"on":[145,167,217],"Convolutional":[146],"Neural":[147],"Networks":[148],"(CNNs),":[149],"were":[150],"utilized":[151],"identify":[153],"instances":[154],"distraction":[157,226],"facilitate":[159],"real-time":[160,229],"monitoring":[161,227],"alert":[163],"systems.":[164],"By":[165],"leveraging":[166],"edge":[168],"cloud":[170],"computing":[171],"process,":[173],"store":[174],"analyze":[176],"data,":[177],"guarantees":[180],"efficient":[181,203],"impactful":[183],"correspondence":[184],"teams.":[188],"Our":[189,213],"objective":[190],"contribute":[193],"domain":[196],"road":[198],"developing":[201],"solution":[204],"prevention":[210],"primary":[214],"our":[218],"distinctive":[219],"contribution,":[220],"which":[221],"address":[224],"reporting":[230],"person":[233],"charge":[235],"hospital":[237],"police":[239],"innovative":[242],"manner.":[243],"This":[244],"addresses":[245],"crucial":[247],"aspect":[248],"that":[249],"currently":[251],"not":[252],"sufficiently":[253],"addressed":[254],"other":[256],"field.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
