{"id":"https://openalex.org/W4283725511","doi":"https://doi.org/10.1109/codit55151.2022.9804080","title":"Deep Learning: Traffic Accident Captioning Model in Madagascar Mother Language","display_name":"Deep Learning: Traffic Accident Captioning Model in Madagascar Mother Language","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4283725511","doi":"https://doi.org/10.1109/codit55151.2022.9804080"},"language":"en","primary_location":{"id":"doi:10.1109/codit55151.2022.9804080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804080","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5071348657","display_name":"Soniarimamy Nantenaina Serge Rochel","orcid":null},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]},{"id":"https://openalex.org/I4210104797","display_name":"Universit\u00e9 de Fianarantsoa","ror":"https://ror.org/01emdt307","country_code":"MG","type":"education","lineage":["https://openalex.org/I4210104797"]}],"countries":["ES","MG"],"is_corresponding":true,"raw_author_name":"Soniarimamy Nantenaina Serge Rochel","raw_affiliation_strings":["Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR"],"affiliations":[{"raw_affiliation_string":"Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","institution_ids":["https://openalex.org/I4210104797"]},{"raw_affiliation_string":"Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR","institution_ids":["https://openalex.org/I4210104797","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010833342","display_name":"Razafindramintsa Jean Luc","orcid":null},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]},{"id":"https://openalex.org/I4210104797","display_name":"Universit\u00e9 de Fianarantsoa","ror":"https://ror.org/01emdt307","country_code":"MG","type":"education","lineage":["https://openalex.org/I4210104797"]}],"countries":["ES","MG"],"is_corresponding":false,"raw_author_name":"Razafindramintsa Jean Luc","raw_affiliation_strings":["Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR"],"affiliations":[{"raw_affiliation_string":"Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","institution_ids":["https://openalex.org/I4210104797"]},{"raw_affiliation_string":"Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR","institution_ids":["https://openalex.org/I4210104797","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041817211","display_name":"Thomas Mahatody","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104797","display_name":"Universit\u00e9 de Fianarantsoa","ror":"https://ror.org/01emdt307","country_code":"MG","type":"education","lineage":["https://openalex.org/I4210104797"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES","MG"],"is_corresponding":false,"raw_author_name":"Mahatody Thomas","raw_affiliation_strings":["Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR"],"affiliations":[{"raw_affiliation_string":"Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","institution_ids":["https://openalex.org/I4210104797"]},{"raw_affiliation_string":"Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR","institution_ids":["https://openalex.org/I4210104797","https://openalex.org/I97750245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090258906","display_name":"Manantsoa Victor","orcid":null},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]},{"id":"https://openalex.org/I4210104797","display_name":"Universit\u00e9 de Fianarantsoa","ror":"https://ror.org/01emdt307","country_code":"MG","type":"education","lineage":["https://openalex.org/I4210104797"]}],"countries":["ES","MG"],"is_corresponding":false,"raw_author_name":"Manantsoa Victor","raw_affiliation_strings":["Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR"],"affiliations":[{"raw_affiliation_string":"Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa,Laboratory for Emerging Research and Software Engineering (GLORE),Fianarantsoa,MADAGASCAR","institution_ids":["https://openalex.org/I4210104797"]},{"raw_affiliation_string":"Laboratory for Emerging Research and Software Engineering (GLORE), Doctoral School for Computer Modelling (EDMI), University of Fianarantsoa, Fianarantsoa, MADAGASCAR","institution_ids":["https://openalex.org/I4210104797","https://openalex.org/I97750245"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071348657"],"corresponding_institution_ids":["https://openalex.org/I4210104797","https://openalex.org/I97750245"],"apc_list":null,"apc_paid":null,"fwci":0.2397,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56630543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"996","last_page":"1001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/closed-captioning","display_name":"Closed captioning","score":0.7950208187103271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6128949522972107},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.580607533454895},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5433822274208069},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5188533067703247},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.49164706468582153},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.4474060535430908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.420693039894104},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38468730449676514},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.273624062538147},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24482908844947815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0763525664806366},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07589536905288696}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.7950208187103271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6128949522972107},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.580607533454895},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5433822274208069},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5188533067703247},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.49164706468582153},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.4474060535430908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.420693039894104},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38468730449676514},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.273624062538147},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24482908844947815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0763525664806366},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07589536905288696},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit55151.2022.9804080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804080","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1828348983","https://openalex.org/W2168322495","https://openalex.org/W2775113335","https://openalex.org/W2962739631","https://openalex.org/W2963213879","https://openalex.org/W3029256614","https://openalex.org/W3036848992","https://openalex.org/W3065661397","https://openalex.org/W3110028329","https://openalex.org/W3124149278","https://openalex.org/W3150573841","https://openalex.org/W3153551363","https://openalex.org/W3165571294","https://openalex.org/W3174423462","https://openalex.org/W3181734537","https://openalex.org/W3196915641","https://openalex.org/W6638549007","https://openalex.org/W6684449667","https://openalex.org/W6797901569"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W4321496520","https://openalex.org/W3113138793","https://openalex.org/W3164468401","https://openalex.org/W4214663951","https://openalex.org/W3192849410","https://openalex.org/W2989698750","https://openalex.org/W3080191145","https://openalex.org/W4327716446","https://openalex.org/W4323060038"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,23,43,75,78,82,89,118],"deep":[4,69,83],"learning":[5,70,84],"model":[6,85],"for":[7],"road":[8,20,90,119],"accident":[9,21,91],"captioning":[10],"in":[11,32,38,58,93,105,117,131,139,155],"the":[12,19,29,39,59,94,112,128,140,144,147,150,159],"Malagasy":[13,40,60,95,115,141],"language.":[14],"As":[15,77],"we":[16,53,80],"have":[17,54,66],"observed,":[18],"is":[22,42,48,124],"deserved":[24],"study":[25],"case":[26],"due":[27],"to":[28,62,110],"relentless":[30],"increase":[31],"Madagascar.":[33],"In":[34],"addition,":[35],"image":[36,92],"description":[37],"language":[41,61,96,142],"subject":[44],"of":[45,100,114,146,152,161],"research":[46,107,123],"that":[47],"not":[49],"yet":[50],"realized.":[51],"Thus,":[52],"created":[55],"our":[56,122,162],"dataset":[57],"do":[63],"this.":[64],"We":[65],"also":[67],"adopted":[68],"and":[71,157],"word":[72],"embedding":[73],"as":[74],"method.":[76],"result,":[79],"obtained":[81,104],"which":[86],"can":[87],"describe":[88],"at":[97],"95.9898":[98],"percent":[99],"accuracy.":[101],"The":[102],"results":[103],"this":[106,132,153],"are":[108],"beneficial":[109],"protecting":[111],"life":[113],"people":[116],"accidents.":[120],"Moreover,":[121],"distinguished":[125],"from":[126],"all":[127],"related":[129],"works":[130],"domain":[133,154],"by":[134,149,158],"collaborating":[135],"with":[136],"an":[137],"expert":[138],"during":[143],"creation":[145],"dataset,":[148],"innovation":[151],"Madagascar,":[156],"relevance":[160],"result.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}