{"id":"https://openalex.org/W4320024187","doi":"https://doi.org/10.1109/bigdata55660.2022.10020335","title":"Mobility Scooter User Driving Behavior Classification based on Deep Neural Networks","display_name":"Mobility Scooter User Driving Behavior Classification based on Deep Neural Networks","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4320024187","doi":"https://doi.org/10.1109/bigdata55660.2022.10020335"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020335","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata55660.2022.10020335","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","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/A5114042165","display_name":"Marc Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marc Cruz","raw_affiliation_strings":["California State Polytechnic University,Pomona","California State Polytechnic University, Pomona"],"affiliations":[{"raw_affiliation_string":"California State Polytechnic University,Pomona","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"California State Polytechnic University, Pomona","institution_ids":["https://openalex.org/I98947143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051380013","display_name":"Sherelene De Beleh","orcid":null},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sherelene De Beleh","raw_affiliation_strings":["California State Polytechnic University,Pomona","California State Polytechnic University, Pomona"],"affiliations":[{"raw_affiliation_string":"California State Polytechnic University,Pomona","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"California State Polytechnic University, Pomona","institution_ids":["https://openalex.org/I98947143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019781154","display_name":"Russel Janairo","orcid":null},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russel Janairo","raw_affiliation_strings":["California State Polytechnic University,Pomona","California State Polytechnic University, Pomona"],"affiliations":[{"raw_affiliation_string":"California State Polytechnic University,Pomona","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"California State Polytechnic University, Pomona","institution_ids":["https://openalex.org/I98947143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103284603","display_name":"Yanbo Zhao","orcid":"https://orcid.org/0000-0002-4119-5188"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanbo Zhao","raw_affiliation_strings":["University of California,Santa Barbara","University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California,Santa Barbara","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023502445","display_name":"Isha Raheja","orcid":null},"institutions":[{"id":"https://openalex.org/I872248612","display_name":"Claremont Colleges","ror":"https://ror.org/03xaz7s88","country_code":"US","type":"education","lineage":["https://openalex.org/I872248612"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isha Raheja","raw_affiliation_strings":["Claremont High School"],"affiliations":[{"raw_affiliation_string":"Claremont High School","institution_ids":["https://openalex.org/I872248612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100344113","display_name":"Tingting Chen","orcid":"https://orcid.org/0000-0002-9235-0387"},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tingting Chen","raw_affiliation_strings":["California State Polytechnic University,Pomona","California State Polytechnic University, Pomona"],"affiliations":[{"raw_affiliation_string":"California State Polytechnic University,Pomona","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"California State Polytechnic University, Pomona","institution_ids":["https://openalex.org/I98947143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114042165"],"corresponding_institution_ids":["https://openalex.org/I98947143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41808874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6631","last_page":"6632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9876000285148621,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9876000285148621,"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/T11692","display_name":"Noise Effects and Management","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982438921928406},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5878333449363708},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5410405993461609},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4668921232223511},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.44365763664245605},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.439292311668396},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.38897836208343506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3656754493713379},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21624112129211426},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17490136623382568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982438921928406},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5878333449363708},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5410405993461609},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4668921232223511},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44365763664245605},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.439292311668396},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.38897836208343506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3656754493713379},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21624112129211426},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17490136623382568},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020335","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata55660.2022.10020335","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1969563773","https://openalex.org/W1996130484","https://openalex.org/W3049392539"],"related_works":["https://openalex.org/W2386387936","https://openalex.org/W2022840179","https://openalex.org/W1629725936","https://openalex.org/W4312938755","https://openalex.org/W2909853096","https://openalex.org/W2523718448","https://openalex.org/W3001020386","https://openalex.org/W4362499384","https://openalex.org/W2363207358","https://openalex.org/W1973659773"],"abstract_inverted_index":{"A":[0],"mobility":[1,13,19,51,58,77,85],"scooter":[2,7,20,78],"is":[3,22,39],"an":[4],"electrically":[5],"powered":[6],"designed":[8],"for":[9,24,76],"people":[10,46],"with":[11,47],"restricted":[12],"[1]":[14],".":[15,33],"The":[16,34],"safety":[17,43],"of":[18,36,45,92],"driving":[21,50,79],"critical":[23],"drivers":[25],"but":[26],"often":[27],"not":[28],"assessed":[29],"[2]":[30],",":[31],"[3]":[32],"goal":[35],"the":[37,42,89],"project":[38],"to":[40,69],"assess":[41],"level":[44],"neurological":[48],"conditions":[49],"scooters":[52],"by":[53],"classifying":[54],"their":[55],"behaviors":[56],"using":[57],"sensor":[59,86],"data.":[60],"In":[61],"this":[62],"work,":[63],"we":[64],"propose":[65],"a":[66],"data-driven":[67],"approach":[68],"build":[70],"time-series":[71],"deep":[72],"neural":[73],"network":[74],"models":[75],"behaviors,":[80,94],"and":[81,106],"thus":[82],"based":[83],"on":[84],"data":[87],"enable":[88],"real-time":[90],"classification":[91],"5":[93],"i.e.,":[95],"sudden":[96],"acceleration,":[97],"Sudden":[98,101,104],"left":[99],"turn,":[100,103],"right":[102],"break,":[105],"non-sudden":[107],"movement.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}