{"id":"https://openalex.org/W4411811653","doi":"https://doi.org/10.1007/978-981-96-8889-0_36","title":"Towards Predicting Complex Carpooling Trajectories with\u00a0Context-Augmented BERT-LLM in\u00a0Chaotic Environments","display_name":"Towards Predicting Complex Carpooling Trajectories with\u00a0Context-Augmented BERT-LLM in\u00a0Chaotic Environments","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4411811653","doi":"https://doi.org/10.1007/978-981-96-8889-0_36"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-8889-0_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8889-0_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5118713449","display_name":"Daril Kengne","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daril Kengne","raw_affiliation_strings":["UQAM, University of Quebec in Montreal, Montreal, Canada"],"raw_orcid":"https://orcid.org/0009-0004-1508-9463","affiliations":[{"raw_affiliation_string":"UQAM, University of Quebec in Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023748761","display_name":"Roger Nkambou","orcid":"https://orcid.org/0000-0002-8632-6997"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Roger Nkambou","raw_affiliation_strings":["UQAM, University of Quebec in Montreal, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8632-6997","affiliations":[{"raw_affiliation_string":"UQAM, University of Quebec in Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067649908","display_name":"Ange Tato","orcid":"https://orcid.org/0000-0002-9744-055X"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ange Tato","raw_affiliation_strings":["Laval University, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9744-055X","affiliations":[{"raw_affiliation_string":"Laval University, Quebec, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118713450","display_name":"Clara Lacourarie","orcid":null},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210104097","display_name":"Institut Sup\u00e9rieur d\u2019Informatique, de Mod\u00e9lisation et de leurs Applications","ror":"https://ror.org/01bv2n867","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210104097"]}],"countries":["CA","FR"],"is_corresponding":false,"raw_author_name":"Clara Lacourarie","raw_affiliation_strings":["Higher Institute of Computer Science, Modeling and Their Applications, Clermont-Ferrand, France","UQAM, University of Quebec in Montreal, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institute of Computer Science, Modeling and Their Applications, Clermont-Ferrand, France","institution_ids":["https://openalex.org/I4210104097"]},{"raw_affiliation_string":"UQAM, University of Quebec in Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023748761"],"corresponding_institution_ids":["https://openalex.org/I159129438"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18381967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8092666864395142},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7410261034965515},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.652090847492218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36670491099357605},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07723501324653625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8092666864395142},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7410261034965515},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.652090847492218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36670491099357605},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07723501324653625},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-8889-0_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8889-0_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1940872118","https://openalex.org/W1942925989","https://openalex.org/W1969454839","https://openalex.org/W2064675550","https://openalex.org/W2884435112","https://openalex.org/W2896457183","https://openalex.org/W2978017171","https://openalex.org/W3090333248","https://openalex.org/W3115910106","https://openalex.org/W3118739023","https://openalex.org/W3160050461","https://openalex.org/W3193995421","https://openalex.org/W3194259208","https://openalex.org/W4226239849","https://openalex.org/W4288088047","https://openalex.org/W4308087279","https://openalex.org/W4309651995","https://openalex.org/W4309653155","https://openalex.org/W4318976340","https://openalex.org/W4377030580","https://openalex.org/W4379390402","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}