{"id":"https://openalex.org/W4318953586","doi":"https://doi.org/10.1109/access.2023.3241043","title":"User and Period Independent Transportation Mode Detection for Wheelchair Users","display_name":"User and Period Independent Transportation Mode Detection for Wheelchair Users","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318953586","doi":"https://doi.org/10.1109/access.2023.3241043"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3241043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3241043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032533.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032533.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2685-5544","affiliations":[{"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/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, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5766-5981","affiliations":[{"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, California 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, California 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, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"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/A5100668564","display_name":"Hansung Kim","orcid":"https://orcid.org/0000-0003-4907-0491"},"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, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"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, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4869-901X","affiliations":[{"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":false,"raw_author_name":"Kwanguk Kim","raw_affiliation_strings":["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, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8877,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89370217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"10801","last_page":"10812"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9975000023841858,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9884999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wheelchair","display_name":"Wheelchair","score":0.8714154958724976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6728707551956177},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5342900156974792},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4600418210029602},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4143100082874298},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36941683292388916},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13691169023513794}],"concepts":[{"id":"https://openalex.org/C2781042323","wikidata":"https://www.wikidata.org/wiki/Q191931","display_name":"Wheelchair","level":2,"score":0.8714154958724976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6728707551956177},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5342900156974792},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4600418210029602},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4143100082874298},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36941683292388916},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13691169023513794},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3241043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3241043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032533.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8997bc5936a1433189e803fb6d22f05c","is_oa":true,"landing_page_url":"https://doaj.org/article/8997bc5936a1433189e803fb6d22f05c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 10801-10812 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3241043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3241043","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10032533.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.8399999737739563,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G44117325","display_name":null,"funder_award_id":"2018R1A5A7059549","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"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/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321142","display_name":"Hanyang University","ror":"https://ror.org/046865y68"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318953586.pdf","grobid_xml":"https://content.openalex.org/works/W4318953586.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2023302299","https://openalex.org/W2037091971","https://openalex.org/W2054780155","https://openalex.org/W2091532741","https://openalex.org/W2097117768","https://openalex.org/W2101535084","https://openalex.org/W2108328714","https://openalex.org/W2108467170","https://openalex.org/W2156167000","https://openalex.org/W2194775991","https://openalex.org/W2525466670","https://openalex.org/W2616570228","https://openalex.org/W2743898215","https://openalex.org/W2770723788","https://openalex.org/W2771098373","https://openalex.org/W2803299904","https://openalex.org/W2896375043","https://openalex.org/W2907123474","https://openalex.org/W2937254027","https://openalex.org/W2952628984","https://openalex.org/W2963446712","https://openalex.org/W2977253239","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/W3044651858","https://openalex.org/W3118101910","https://openalex.org/W6631190155","https://openalex.org/W6634833582","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4378364071","https://openalex.org/W2399287283","https://openalex.org/W1998563140","https://openalex.org/W2742303892","https://openalex.org/W4406026467","https://openalex.org/W2724219770","https://openalex.org/W2076341217","https://openalex.org/W2065035327","https://openalex.org/W2718635042","https://openalex.org/W2145520648"],"abstract_inverted_index":{"Transportation":[0],"mode":[1],"detection":[2],"(TMD)":[3],"is":[4],"an":[5],"important":[6,68],"research":[7],"area":[8],"in":[9,147],"human":[10],"activity":[11],"recognition.":[12],"It":[13],"can":[14],"improve":[15],"the":[16,51,77,86,112,120,148],"mobility":[17,29,48,72],"and":[18,37,59,82,94,108,136],"accessibility":[19],"of":[20,27,35,43,53,80,88,143,150],"people":[21,46,70],"by":[22],"providing":[23],"a":[24,96,123,128],"better":[25],"understanding":[26,142],"their":[28,33],"patterns,":[30],"thereby":[31],"enhancing":[32],"quality":[34],"life":[36],"social":[38],"inclusion.":[39],"Although":[40],"previous":[41],"studies":[42],"TMD":[44,54,89],"for":[45,69,90],"without":[47],"disabilities":[49],"exhibited,":[50],"performance":[52,87,114],"models":[55],"on":[56,85],"new":[57],"users":[58,92,135],"periods":[60],"was":[61],"limited.":[62],"This":[63,74],"issue":[64],"would":[65],"be":[66],"more":[67,151],"with":[71,122],"disabilities.":[73],"study":[75],"investigated":[76],"negative":[78],"impact":[79],"user":[81,107],"period":[83,109],"differences":[84,110],"wheelchair":[91],"(wTMD)":[93],"suggested":[95],"method":[97],"to":[98,117,131],"address":[99],"these":[100],"challenges.":[101],"Our":[102],"main":[103],"findings":[104],"are":[105],"(1)":[106],"degraded":[111],"wTMD":[113,144,153],"from":[115,133],"94.28%":[116],"59.32%;":[118],"(2)":[119],"multi-DenseNet":[121],"soft":[124],"voting":[125],"ensemble":[126],"provided":[127],"76.49%":[129],"accuracy":[130],"data":[132],"different":[134],"periods.":[137],"We":[138],"expect":[139],"that":[140],"our":[141],"will":[145],"aid":[146],"design":[149],"generalized":[152],"models.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
