{"id":"https://openalex.org/W3135054450","doi":"https://doi.org/10.1109/tale48869.2020.9368318","title":"Development of a Short-Form Learning Style Inventory for Automated Driving Safety Education","display_name":"Development of a Short-Form Learning Style Inventory for Automated Driving Safety Education","publication_year":2020,"publication_date":"2020-12-08","ids":{"openalex":"https://openalex.org/W3135054450","doi":"https://doi.org/10.1109/tale48869.2020.9368318","mag":"3135054450"},"language":"en","primary_location":{"id":"doi:10.1109/tale48869.2020.9368318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48869.2020.9368318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","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/A5012007134","display_name":"Yoshiko Goda","orcid":"https://orcid.org/0000-0002-3781-3959"},"institutions":[{"id":"https://openalex.org/I4210088918","display_name":"Kumamoto City Hospital","ror":"https://ror.org/007ge8322","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210088918"]},{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiko Goda","raw_affiliation_strings":["Kumamoto University, Kumamoto-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumamoto University, Kumamoto-city, Japan","institution_ids":["https://openalex.org/I4210088918","https://openalex.org/I96036126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051760502","display_name":"Maki Arame","orcid":null},"institutions":[{"id":"https://openalex.org/I31618427","display_name":"Tokyo Polytechnic University","ror":"https://ror.org/035kpke84","country_code":"JP","type":"education","lineage":["https://openalex.org/I31618427"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Arame","raw_affiliation_strings":["Polytechnic University of Japan, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Japan, Tokyo, Japan","institution_ids":["https://openalex.org/I31618427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028166268","display_name":"Junko Handa","orcid":null},"institutions":[{"id":"https://openalex.org/I31618427","display_name":"Tokyo Polytechnic University","ror":"https://ror.org/035kpke84","country_code":"JP","type":"education","lineage":["https://openalex.org/I31618427"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junko Handa","raw_affiliation_strings":["Polytechnic University of Japan, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Japan, Tokyo, Japan","institution_ids":["https://openalex.org/I31618427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111457488","display_name":"Masashi Toda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088918","display_name":"Kumamoto City Hospital","ror":"https://ror.org/007ge8322","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210088918"]},{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Toda","raw_affiliation_strings":["Kumamoto University, Kumamoto-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumamoto University, Kumamoto-city, Japan","institution_ids":["https://openalex.org/I4210088918","https://openalex.org/I96036126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030544974","display_name":"Ryuichi Matsuba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088918","display_name":"Kumamoto City Hospital","ror":"https://ror.org/007ge8322","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210088918"]},{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryuichi Matsuba","raw_affiliation_strings":["Kumamoto University, Kumamoto-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumamoto University, Kumamoto-city, Japan","institution_ids":["https://openalex.org/I4210088918","https://openalex.org/I96036126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101839261","display_name":"Huiping Zhou","orcid":"https://orcid.org/0000-0002-9783-3812"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Huiping Zhou","raw_affiliation_strings":["University of Tsukuba, Tsukuba-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba-city, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041116512","display_name":"Makoto Itoh","orcid":"https://orcid.org/0000-0002-4904-1466"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Itoh","raw_affiliation_strings":["University of Tsukuba, Tsukuba-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba-city, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059638183","display_name":"Satoshi Kitazaki","orcid":"https://orcid.org/0000-0001-5181-1530"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Kitazaki","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology, Tsukuba-city, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology, Tsukuba-city, Japan","institution_ids":["https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8132,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76707883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","issue":null,"first_page":"847","last_page":"851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11526","display_name":"Innovative Teaching Methods","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.7835166454315186},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6599751114845276},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6217172145843506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.542100191116333},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5128276944160461},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.4597383737564087},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.45481622219085693},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4353097379207611},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.43381187319755554},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38842886686325073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3629440665245056},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35195180773735046},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32474401593208313},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11263331770896912},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.09845942258834839},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08901163935661316}],"concepts":[{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.7835166454315186},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6599751114845276},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6217172145843506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.542100191116333},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5128276944160461},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.4597383737564087},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.45481622219085693},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4353097379207611},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.43381187319755554},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38842886686325073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3629440665245056},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35195180773735046},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32474401593208313},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11263331770896912},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.09845942258834839},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08901163935661316},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale48869.2020.9368318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale48869.2020.9368318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1976033392","https://openalex.org/W2043347499","https://openalex.org/W2062828423","https://openalex.org/W2107556430","https://openalex.org/W2335821216","https://openalex.org/W2781593038","https://openalex.org/W2910645390","https://openalex.org/W2989993758","https://openalex.org/W3089538200","https://openalex.org/W3090968174","https://openalex.org/W4244323965","https://openalex.org/W6703324890","https://openalex.org/W6747440548","https://openalex.org/W6769698923","https://openalex.org/W6783960928"],"related_works":["https://openalex.org/W2059943442","https://openalex.org/W2364652906","https://openalex.org/W2356117073","https://openalex.org/W2561154405","https://openalex.org/W196898368","https://openalex.org/W2080547397","https://openalex.org/W2439986655","https://openalex.org/W1566377997","https://openalex.org/W2113498347","https://openalex.org/W2035742538"],"abstract_inverted_index":{"This":[0],"research":[1,87],"aimed":[2],"to":[3,32,61],"develop":[4],"a":[5,89],"short-form":[6],"learning":[7,40,47,50,63],"style":[8],"inventory":[9],"for":[10,45,57,101],"automated":[11],"driving":[12],"safety":[13,37],"education":[14],"targeting":[15],"traffic":[16],"users":[17],"of":[18,67,92],"various":[19],"ages,":[20],"genders,":[21],"and":[22,24,52],"demographic":[23],"educational":[25],"backgrounds.":[26],"Learning":[27,68],"styles":[28,41],"have":[29,33],"been":[30],"shown":[31],"significant":[34],"effects":[35],"on":[36,74],"education.":[38],"Furthermore,":[39],"are":[42],"commonly":[43],"applied":[44],"adaptive":[46],"in":[48,82],"technology-enhanced":[49],"fields,":[51],"there":[53],"is":[54,72],"rising":[55],"demand":[56],"simple,":[58],"efficient":[59],"ways":[60],"determine":[62],"styles.":[64],"The":[65,85],"Index":[66],"Style":[69],"(ILS),":[70],"which":[71],"based":[73],"the":[75,93,110],"Felder-Silverman":[76],"model,":[77],"includes":[78],"44":[79],"dichotomous":[80],"questions":[81,100],"four":[83],"dimensions.":[84],"present":[86],"proposes":[88],"short":[90],"form":[91],"ILS":[94],"with":[95,106],"12":[96],"questions,":[97],"including":[98],"three":[99],"each":[102],"dimension,":[103],"after":[104],"cross-validation":[105],"another":[107],"sample":[108],"from":[109],"same":[111],"target.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
