{"id":"https://openalex.org/W4413018364","doi":"https://doi.org/10.1109/medcomnet65822.2025.11103558","title":"Assessing Fitness to Drive: an IoT-Based System Integrating Driver Emotions and Visual Distraction Metrics","display_name":"Assessing Fitness to Drive: an IoT-Based System Integrating Driver Emotions and Visual Distraction Metrics","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4413018364","doi":"https://doi.org/10.1109/medcomnet65822.2025.11103558"},"language":"en","primary_location":{"id":"doi:10.1109/medcomnet65822.2025.11103558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet65822.2025.11103558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 23rd Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11585/1043283","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119232364","display_name":"Lucrezia Rettori","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucrezia Rettori","raw_affiliation_strings":["University of Bologna,Department of Computer Science and Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna,Department of Computer Science and Engineering,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022189957","display_name":"Manuel Andruccioli","orcid":"https://orcid.org/0009-0009-8788-6548"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Andruccioli","raw_affiliation_strings":["University of Bologna,Department of Computer Science and Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna,Department of Computer Science and Engineering,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117435643","display_name":"Kelvin Olaiya","orcid":"https://orcid.org/0000-0002-8439-5286"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Kelvin Olaiya","raw_affiliation_strings":["University of Bologna,Department of Computer Science and Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna,Department of Computer Science and Engineering,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012162579","display_name":"Silvia Mirri","orcid":"https://orcid.org/0000-0002-5385-4734"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Mirri","raw_affiliation_strings":["University of Bologna,Department of Computer Science and Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna,Department of Computer Science and Engineering,Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023826523","display_name":"Roberto Girau","orcid":"https://orcid.org/0000-0002-1298-7960"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Girau","raw_affiliation_strings":["University of Bologna,Department of Computer Science and Engineering,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna,Department of Computer Science and Engineering,Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18108013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.961899995803833,"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"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.961899995803833,"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"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.925599992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.941195011138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6923885345458984},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5778499245643616},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5069049000740051},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.280193030834198},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.20427897572517395},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19827616214752197}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.941195011138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923885345458984},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5778499245643616},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5069049000740051},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.280193030834198},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.20427897572517395},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19827616214752197}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/medcomnet65822.2025.11103558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet65822.2025.11103558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 23rd Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/1043283","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/1043283","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:cris.unibo.it:11585/1043283","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/1043283","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4946037024","display_name":"European Bus Rapid Transit of 2030: electrified, automated, connected","funder_award_id":"101095882","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W116278252","https://openalex.org/W1992092991","https://openalex.org/W2009193978","https://openalex.org/W2023736093","https://openalex.org/W2085475925","https://openalex.org/W2087173541","https://openalex.org/W2094150432","https://openalex.org/W2096542002","https://openalex.org/W2104261981","https://openalex.org/W2109416115","https://openalex.org/W2167557160","https://openalex.org/W2168955257","https://openalex.org/W2460363796","https://openalex.org/W2753954923","https://openalex.org/W2776300113","https://openalex.org/W2784830018","https://openalex.org/W2898507425","https://openalex.org/W2902929476","https://openalex.org/W2965773650","https://openalex.org/W3003266444","https://openalex.org/W3010648900","https://openalex.org/W3080348805","https://openalex.org/W3197125115","https://openalex.org/W4248778275","https://openalex.org/W4321503206","https://openalex.org/W4327768021","https://openalex.org/W4391423019","https://openalex.org/W4392905298","https://openalex.org/W4400412331","https://openalex.org/W4405613825","https://openalex.org/W6602271460","https://openalex.org/W6745935785"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1984342691","https://openalex.org/W2470048815","https://openalex.org/W2324884046","https://openalex.org/W641612223","https://openalex.org/W2028203774","https://openalex.org/W2174716869","https://openalex.org/W4205873045"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,45],"propose":[4],"an":[5],"integrated":[6],"IoT-based":[7],"framework":[8],"for":[9,92,109],"continuously":[10],"assessing":[11],"driver":[12,37,58,111],"fitness":[13],"by":[14],"combining":[15,40],"physiological,":[16],"emotional,":[17],"and":[18,32,77,95,118],"visual":[19],"distraction":[20,76,96],"data.":[21],"Our":[22],"system":[23,70],"utilizes":[24],"wearable":[25],"devices":[26],"to":[27,35,49,82,114,120],"capture":[28],"heart":[29],"rate":[30],"data":[31,43],"in-vehicle":[33],"cameras":[34],"monitor":[36],"behavior.":[38],"By":[39],"these":[41],"diverse":[42],"streams,":[44],"compute":[46],"a":[47,63],"Fitness":[48],"Drive":[50],"(FtD)":[51],"index":[52],"that":[53,67],"provides":[54],"real-time":[55],"feedback":[56],"on":[57],"performance.":[59,86],"Experimental":[60],"evaluations":[61],"using":[62],"driving":[64,85],"simulator":[65],"demonstrate":[66],"the":[68,100,107],"proposed":[69],"reliably":[71],"detects":[72],"critical":[73],"levels":[74],"of":[75,89],"arousal,":[78],"which":[79],"are":[80],"known":[81],"significantly":[83],"impair":[84],"The":[87],"integration":[88],"established":[90],"techniques":[91],"emotion":[93],"assessment":[94],"detection":[97],"further":[98],"enhances":[99],"system's":[101],"robustness.":[102],"Overall,":[103],"our":[104],"results":[105],"highlight":[106],"potential":[108],"advanced":[110],"monitoring":[112],"technologies":[113],"improve":[115],"road":[116],"safety":[117],"contribute":[119],"more":[121],"sustainable":[122],"mobility":[123],"practices.":[124]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}