{"id":"https://openalex.org/W4392971376","doi":"https://doi.org/10.1080/15472450.2024.2329901","title":"A framework of transportation mode detection for people with mobility disability","display_name":"A framework of transportation mode detection for people with mobility disability","publication_year":2024,"publication_date":"2024-03-19","ids":{"openalex":"https://openalex.org/W4392971376","doi":"https://doi.org/10.1080/15472450.2024.2329901"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2024.2329901","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2024.2329901","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-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/A5031478740","display_name":"Jiwoong Heo","orcid":"https://orcid.org/0000-0002-5766-5981"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiwoong Heo","raw_affiliation_strings":["Department of Computer Science, Hanyang University","Department of Computer Science, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5766-5981","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032860224","display_name":"Sungjin Hwang","orcid":"https://orcid.org/0000-0003-2685-5544"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungjin Hwang","raw_affiliation_strings":["Department of Computer Science, Hanyang University","Department of Computer Science, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2685-5544","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072343217","display_name":"Jucheol Moon","orcid":"https://orcid.org/0000-0002-2885-0627"},"institutions":[{"id":"https://openalex.org/I59897056","display_name":"California State University, Long Beach","ror":"https://ror.org/0080fxk18","country_code":"US","type":"education","lineage":["https://openalex.org/I59897056"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jucheol Moon","raw_affiliation_strings":["Department of Computer Engineering and Computer Science, CA State University Long Beach","Department of Computer Engineering and Computer Science, CA State University Long Beach, Long Beach, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2885-0627","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Computer Science, CA State University Long Beach","institution_ids":["https://openalex.org/I59897056"]},{"raw_affiliation_string":"Department of Computer Engineering and Computer Science, CA State University Long Beach, Long Beach, CA, USA","institution_ids":["https://openalex.org/I59897056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024959290","display_name":"Jaehwan You","orcid":"https://orcid.org/0000-0002-9635-6508"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehwan You","raw_affiliation_strings":["Department of Computer Science, Hanyang University","Department of Computer Science, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9635-6508","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631012","display_name":"HanSung Kim","orcid":"https://orcid.org/0000-0003-4618-0441"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hansung Kim","raw_affiliation_strings":["Department of Sociology, Hanyang University","Department of Sociology, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4618-0441","affiliations":[{"raw_affiliation_string":"Department of Sociology, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Sociology, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062763435","display_name":"Jaehyuk Cha","orcid":"https://orcid.org/0000-0003-4869-901X"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyuk Cha","raw_affiliation_strings":["Department of Computer Science, Hanyang University","Department of Computer Science, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4869-901X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041607424","display_name":"Kwanguk Kim","orcid":"https://orcid.org/0000-0002-4184-2058"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kwanguk (Kenny) Kim","raw_affiliation_strings":["Department of Computer Science, Hanyang University","Department of Computer Science, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4184-2058","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hanyang University","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Department of Computer Science, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041607424"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":3.9248,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91787163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"29","issue":"5","first_page":"518","last_page":"533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9869999885559082,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/transport-engineering","display_name":"Transport engineering","score":0.5544987320899963},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5246779322624207},{"id":"https://openalex.org/keywords/mode-choice","display_name":"Mode choice","score":0.5163551568984985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41435372829437256},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36449146270751953},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3478912115097046},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.29538947343826294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2659093141555786},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.10592693090438843}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5544987320899963},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5246779322624207},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.5163551568984985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41435372829437256},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36449146270751953},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3478912115097046},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.29538947343826294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2659093141555786},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.10592693090438843}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15472450.2024.2329901","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2024.2329901","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G6173821966","display_name":null,"funder_award_id":"2021R1A2C2013479","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8133777603","display_name":null,"funder_award_id":"2018R1A5A7059549","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W240891515","https://openalex.org/W1494726120","https://openalex.org/W1581198862","https://openalex.org/W1970788804","https://openalex.org/W1972916106","https://openalex.org/W1987028919","https://openalex.org/W1992102129","https://openalex.org/W1998806931","https://openalex.org/W2006734640","https://openalex.org/W2020642377","https://openalex.org/W2024638040","https://openalex.org/W2065807460","https://openalex.org/W2067425969","https://openalex.org/W2074206703","https://openalex.org/W2091532741","https://openalex.org/W2098104834","https://openalex.org/W2101535084","https://openalex.org/W2108328714","https://openalex.org/W2108467170","https://openalex.org/W2108486829","https://openalex.org/W2108609368","https://openalex.org/W2130338937","https://openalex.org/W2136317921","https://openalex.org/W2156167000","https://openalex.org/W2334294332","https://openalex.org/W2403034943","https://openalex.org/W2495920728","https://openalex.org/W2525466670","https://openalex.org/W2607850459","https://openalex.org/W2616570228","https://openalex.org/W2743898215","https://openalex.org/W2769987042","https://openalex.org/W2770723788","https://openalex.org/W2771098373","https://openalex.org/W2800811411","https://openalex.org/W2803299904","https://openalex.org/W2883766876","https://openalex.org/W2896375043","https://openalex.org/W2898149093","https://openalex.org/W2898394510","https://openalex.org/W2907123474","https://openalex.org/W2937254027","https://openalex.org/W2952628984","https://openalex.org/W2977253239","https://openalex.org/W2981583326","https://openalex.org/W2996973156","https://openalex.org/W3008622363","https://openalex.org/W3018437860","https://openalex.org/W3019253063","https://openalex.org/W3019298229","https://openalex.org/W3032494905","https://openalex.org/W3042347122","https://openalex.org/W3044232422","https://openalex.org/W3082457016","https://openalex.org/W3118326627","https://openalex.org/W4318953586"],"related_works":["https://openalex.org/W2389803591","https://openalex.org/W3136259176","https://openalex.org/W2210476124","https://openalex.org/W816558661","https://openalex.org/W592801562","https://openalex.org/W2962400583","https://openalex.org/W2241930630","https://openalex.org/W3024003936","https://openalex.org/W600741484","https://openalex.org/W3034292993"],"abstract_inverted_index":{"Transportation":[0],"mode":[1],"detection":[2],"(TMD)":[3],"is":[4,38],"an":[5,132],"important":[6],"computational":[7],"technique":[8],"that":[9,102],"aids":[10],"human":[11],"life":[12,146],"at":[13],"the":[14,78,83,143,149],"social":[15,150],"and":[16,31,61,70,89,93,123,128,147],"individual":[17],"levels.":[18],"However,":[19],"previous":[20],"studies":[21],"on":[22,26],"TMD":[23,47],"were":[24],"focused":[25],"people":[27,34,50,126,153],"without":[28,129],"mobility":[29,36,52,155],"disabilities,":[30,130],"research":[32],"involving":[33],"with":[35,51,127,131,154],"disability":[37],"limited.":[39],"Therefore,":[40],"this":[41],"study":[42],"aimed":[43],"to":[44,65,81,97],"provide":[45],"a":[46,56,103],"framework":[48],"for":[49,58,73,125,141],"disability.":[53],"We":[54,76],"propose":[55],"method":[57],"data":[59,63,80],"acquisition,":[60],"acquired":[62,79],"pertaining":[64],"120":[66],"participants":[67],"including":[68],"manual":[69,118],"electric":[71,120],"wheelchairs":[72],"15,350":[74],"min.":[75],"analyzed":[77],"determine":[82],"characteristics":[84],"of":[85,134,145,152],"each":[86],"transportation":[87,115],"mode,":[88],"applied":[90],"machine":[91],"learning":[92,95],"deep":[94],"models":[96],"TMD.":[98],"Our":[99,136],"results":[100,137],"showed":[101],"recurrent":[104],"neural":[105],"network,":[106],"known":[107],"as":[108],"long":[109],"short-term":[110],"memory,":[111],"could":[112],"classify":[113],"five":[114],"modes":[116],"(still,":[117],"wheelchair,":[119,121],"subway,":[122],"car)":[124],"accuracy":[133],"96.17%.":[135],"will":[138],"be":[139],"beneficial":[140],"enhancing":[142],"quality":[144],"enabling":[148],"inclusion":[151],"disabilities.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
