{"id":"https://openalex.org/W2891950255","doi":"https://doi.org/10.1145/3239060.3239068","title":"Using Smartwatch Inertial Sensors to Recognize and Distinguish Between Car Drivers and Passengers","display_name":"Using Smartwatch Inertial Sensors to Recognize and Distinguish Between Car Drivers and Passengers","publication_year":2018,"publication_date":"2018-09-13","ids":{"openalex":"https://openalex.org/W2891950255","doi":"https://doi.org/10.1145/3239060.3239068","mag":"2891950255"},"language":"en","primary_location":{"id":"doi:10.1145/3239060.3239068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239060.3239068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular 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/A5059120801","display_name":"Thomas A. Cano Hald","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas A. Cano Hald","raw_affiliation_strings":["Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046184193","display_name":"David H. Junker","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"David H. Junker","raw_affiliation_strings":["Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068066167","display_name":"Mads M\u00e5rtensson","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mads M\u00e5rtensson","raw_affiliation_strings":["Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020573877","display_name":"Mikael B. Skov","orcid":"https://orcid.org/0000-0003-4488-5683"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mikael B. Skov","raw_affiliation_strings":["Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085980454","display_name":"Dimitrios Raptis","orcid":"https://orcid.org/0000-0001-6983-6795"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Dimitrios Raptis","raw_affiliation_strings":["Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Centred Computing, Department of Computer Science, Aalborg University, Aalborg East","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.53,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71621357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9997000098228455,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9962999820709229,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/smartwatch","display_name":"Smartwatch","score":0.9268416166305542},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7115487456321716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6526697874069214},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5629218816757202},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48489004373550415},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4332053065299988},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.43012046813964844},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4275257885456085},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4174700081348419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3204503059387207},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12558913230895996}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.9268416166305542},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7115487456321716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6526697874069214},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5629218816757202},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48489004373550415},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4332053065299988},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.43012046813964844},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4275257885456085},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4174700081348419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3204503059387207},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12558913230895996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3239060.3239068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239060.3239068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/a718c602-1d11-48c0-a47e-5dc46f1c9ccd","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85055981566&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cano Hald, T, Junker, D H, M\u00e5rtensson, M, Skov, M & Raptis, D 2018, Using Smartwatch Inertial Sensors to Recognize and Distinguish Between Car Drivers and Passengers. in Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications. Association for Computing Machinery (ACM), pp. 74-84, 10th International ACM Conference on Automotive User Interfaces, Toronto, Canada, 23/09/2018. https://doi.org/10.1145/3239060.3239068","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W129489487","https://openalex.org/W1966445952","https://openalex.org/W1970349876","https://openalex.org/W1978180095","https://openalex.org/W1982297923","https://openalex.org/W1983705368","https://openalex.org/W1995330098","https://openalex.org/W2013555144","https://openalex.org/W2014643169","https://openalex.org/W2023302299","https://openalex.org/W2067798018","https://openalex.org/W2075606589","https://openalex.org/W2084865243","https://openalex.org/W2085170882","https://openalex.org/W2105046342","https://openalex.org/W2106996050","https://openalex.org/W2112261049","https://openalex.org/W2122410182","https://openalex.org/W2127095067","https://openalex.org/W2139705460","https://openalex.org/W2170982357","https://openalex.org/W2304267454","https://openalex.org/W2402790201","https://openalex.org/W2402904651","https://openalex.org/W2404215071","https://openalex.org/W2410477410","https://openalex.org/W2509923260","https://openalex.org/W2510194348","https://openalex.org/W2552182434","https://openalex.org/W2557283755","https://openalex.org/W2591131751","https://openalex.org/W2611748211","https://openalex.org/W2887958634","https://openalex.org/W4235683296"],"related_works":["https://openalex.org/W1973973903","https://openalex.org/W2992410632","https://openalex.org/W4285587629","https://openalex.org/W2756171776","https://openalex.org/W4304142278","https://openalex.org/W2025756212","https://openalex.org/W2748818549","https://openalex.org/W2342865424","https://openalex.org/W3032336428","https://openalex.org/W2587509230"],"abstract_inverted_index":{"People":[0],"increasingly":[1],"interact":[2],"with":[3,79],"social":[4],"media":[5],"or":[6,29,70,85],"other":[7],"apps":[8],"on":[9,106,122],"their":[10],"smartphones":[11],"while":[12],"driving":[13],"car.":[14],"This":[15],"is":[16],"naturally":[17],"a":[18,45,68,71,76,119],"major":[19],"safety":[20],"concern,":[21],"and":[22,54,61],"it":[23],"remains":[24],"unclear":[25],"how":[26],"to":[27],"avoid":[28],"limit":[30],"such":[31],"interaction.":[32],"We":[33,73,96,125],"investigate":[34],"this":[35],"problem":[36],"through":[37,58],"human":[38],"activity":[39],"recognition":[40,123],"(HAR)":[41],"where":[42,87],"we":[43,88,112],"developed":[44],"system":[46],"called":[47],"IRIS,":[48],"which":[49],"collects":[50],"smartwatch":[51],"accelerometer":[52],"data":[53,57,65],"analyses":[55],"the":[56,64,107],"machine":[59],"learning":[60],"predicts":[62],"if":[63],"origins":[66],"from":[67,75,129],"driver":[69],"passenger.":[72],"report":[74],"field":[77],"experiment":[78],"24":[80],"participants":[81],"acting":[82],"as":[83],"drivers":[84],"passengers":[86],"achieved":[89],"an":[90],"overall":[91],"prediction":[92],"accuracy":[93,108],"of":[94],"87%.":[95],"further":[97],"found":[98,114],"that":[99,115],"various":[100],"road":[101],"segments":[102],"had":[103,118],"less":[104],"effect":[105,121],"than":[109],"anticipated,":[110],"but":[111],"also":[113],"passenger":[116],"tasks":[117],"negative":[120],"accuracy.":[124],"discuss":[126],"several":[127],"implications":[128],"findings.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
