{"id":"https://openalex.org/W2525466670","doi":"https://doi.org/10.1145/2964284.2967249","title":"Transportation Mode Detection on Mobile Devices Using Recurrent Nets","display_name":"Transportation Mode Detection on Mobile Devices Using Recurrent Nets","publication_year":2016,"publication_date":"2016-09-29","ids":{"openalex":"https://openalex.org/W2525466670","doi":"https://doi.org/10.1145/2964284.2967249","mag":"2525466670"},"language":"en","primary_location":{"id":"doi:10.1145/2964284.2967249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028497212","display_name":"Toan H. Vu","orcid":"https://orcid.org/0000-0001-8775-120X"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Toan H. Vu","raw_affiliation_strings":["National Central University, Taoyuan, Taiwan Roc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University, Taoyuan, Taiwan Roc","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114185623","display_name":"Le Dung","orcid":null},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Le Dung","raw_affiliation_strings":["Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029325015","display_name":"Jia\u2010Ching Wang","orcid":"https://orcid.org/0000-0003-0024-6732"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Ching Wang","raw_affiliation_strings":["National Central University, Taoyuan, Taiwan Roc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Central University, Taoyuan, Taiwan Roc","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7275,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.97959184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"392","last_page":"396"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/computer-science","display_name":"Computer science","score":0.7795408964157104},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7203461527824402},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6191852688789368},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5715872645378113},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5556904673576355},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5125720500946045},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.47751134634017944},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4309907555580139},{"id":"https://openalex.org/keywords/resource-consumption","display_name":"Resource consumption","score":0.4292606711387634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3924066424369812},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3767677843570709},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33064910769462585},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2102157175540924},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.09813356399536133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795408964157104},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7203461527824402},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6191852688789368},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5715872645378113},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5556904673576355},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5125720500946045},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.47751134634017944},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4309907555580139},{"id":"https://openalex.org/C2777480716","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource consumption","level":2,"score":0.4292606711387634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924066424369812},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3767677843570709},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33064910769462585},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2102157175540924},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.09813356399536133},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2964284.2967249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2964284.2967249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5199999809265137,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1408639475","https://openalex.org/W1674799117","https://openalex.org/W1815076433","https://openalex.org/W1924770834","https://openalex.org/W2008658581","https://openalex.org/W2064675550","https://openalex.org/W2101535084","https://openalex.org/W2108328714","https://openalex.org/W2108467170","https://openalex.org/W2143612262","https://openalex.org/W2157331557","https://openalex.org/W2618530766","https://openalex.org/W4299828299"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2009888974","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W2355539379","https://openalex.org/W4231410700","https://openalex.org/W4237770763","https://openalex.org/W2053352781"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2,31,41],"approach":[3],"to":[4],"the":[5,53,66],"use":[6],"of":[7,57],"Recurrent":[8,26],"Neural":[9,27],"Networks":[10],"(RNN)":[11],"for":[12],"transportation":[13,68],"mode":[14,69],"detection":[15],"(TMD)":[16],"on":[17,65],"mobile":[18,45],"devices.":[19],"The":[20],"proposed":[21,74],"model,":[22],"called":[23],"Control":[24],"Gate-based":[25],"Network":[28],"(CGRNN),":[29],"is":[30,83],"end-to-end":[32],"model":[33,54,75],"that":[34,72],"works":[35],"directly":[36],"with":[37,85],"raw":[38],"signals":[39],"from":[40],"embedded":[42],"accelerometer.":[43],"As":[44],"devices":[46],"have":[47],"limited":[48],"computational":[49,59],"resources,":[50],"we":[51],"evaluate":[52],"in":[55],"terms":[56],"accuracy,":[58,80],"cost,":[60],"and":[61],"memory":[62],"usage.":[63],"Experiments":[64],"HTC":[67],"dataset":[70],"demonstrate":[71],"our":[73],"not":[76],"only":[77],"exhibits":[78],"remarkable":[79],"but":[81],"also":[82],"efficient":[84],"low":[86],"resource":[87],"consumption.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
