{"id":"https://openalex.org/W4237563458","doi":"https://doi.org/10.1504/ijes.2018.090569","title":"Transportation modes behaviour analysis based on raw GPS dataset","display_name":"Transportation modes behaviour analysis based on raw GPS dataset","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W4237563458","doi":"https://doi.org/10.1504/ijes.2018.090569"},"language":"en","primary_location":{"id":"doi:10.1504/ijes.2018.090569","doi":"https://doi.org/10.1504/ijes.2018.090569","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.090569","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-article"},"volume":null,"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/A5025590630","display_name":"Qiuhui Zhu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuhui Zhu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103135289","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0002-7207-192X","observed_orcids":["https://orcid.org/0000-0002-7207-192X"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016645937","display_name":"Mingzhao Li","orcid":"https://orcid.org/0000-0001-6164-6401","observed_orcids":["https://orcid.org/0000-0001-6164-6401"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingzhao Li","raw_affiliation_strings":["School of Science, GPO Box 2476 Melbourne VIC 3001, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, GPO Box 2476 Melbourne VIC 3001, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Min Fu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Fu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063202545","display_name":"Zhibiao Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibiao Huang","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, No. 11, 4th Section, South Renmin Road, Wuhou District, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, No. 11, 4th Section, South Renmin Road, Wuhou District, Chengdu, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112021485","display_name":"Qihong Gan","orcid":"https://orcid.org/0009-0002-0654-903X","observed_orcids":["https://orcid.org/0009-0002-0654-903X"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihong Gan","raw_affiliation_strings":["Modern Education Technology Center, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modern Education Technology Center, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085230883","display_name":"Zhenghao Zhou","orcid":"https://orcid.org/0009-0002-2745-3918","observed_orcids":["https://orcid.org/0009-0002-2745-3918","https://orcid.org/0009-0003-4869-2587","https://orcid.org/0000-0002-1929-0015"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenghao Zhou","raw_affiliation_strings":["High School No. 7, No. 1 Linyin Middle Street, Wuhou District, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High School No. 7, No. 1 Linyin Middle Street, Wuhou District, Chengdu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5469,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85044674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"10","issue":"2","first_page":"126","last_page":"126"},"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":0.5297999978065491,"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":0.5297999978065491,"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/T11106","display_name":"Data Management and Algorithms","score":0.40939998626708984,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.019500000402331352,"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/gps-tracks","display_name":"GPS tracks","score":0.6669999957084656},{"id":"https://openalex.org/keywords/trajectory-segmentation","display_name":"trajectory segmentation","score":0.9789999723434448},{"id":"https://openalex.org/keywords/trajectory-features","display_name":"trajectory features","score":0.734000027179718},{"id":"https://openalex.org/keywords/transportation-planning","display_name":"transportation planning","score":0.777999997138977}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.8978593945503235},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7360032796859741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7311427593231201},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6535673141479492},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6164308190345764},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6112985610961914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5172863006591797},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.48077458143234253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23859956860542297},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijes.2018.090569","doi":"https://doi.org/10.1504/ijes.2018.090569","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.090569","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7250000238418579},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2493883449","https://openalex.org/W3124462606","https://openalex.org/W4297811521","https://openalex.org/W2788857645","https://openalex.org/W3152957762","https://openalex.org/W2884255142","https://openalex.org/W7154381806","https://openalex.org/W4324393566","https://openalex.org/W4285222329","https://openalex.org/W2022749020"],"abstract_inverted_index":{"Significant":[0],"information":[1],"exists":[2],"in":[3],"the":[4,46,93],"global":[5],"positioning":[6],"system":[7],"(GPS)":[8],"data":[9],"for":[10,106],"understanding":[11],"behaviours":[12],"and":[13],"transport":[14],"planning.":[15],"However,":[16],"fine-grained":[17],"identification":[18],"of":[19,37,95],"transportation":[20,38,108],"modes":[21,39],"is":[22],"still":[23],"required.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28,50,71,84],"present":[29],"a":[30,103],"robust":[31],"framework":[32,101],"to":[33,57],"identify":[34],"different":[35],"means":[36],"from":[40],"raw":[41,59],"GPS":[42,60],"dataset.":[43],"We":[44],"make":[45],"following":[47],"contributions:":[48],"1)":[49],"design":[51],"an":[52,86],"effective":[53],"trajectory":[54,61],"segmentation":[55],"algorithm":[56],"divide":[58],"into":[62],"single":[63],"mode":[64],"segments":[65,88],"based":[66],"on":[67],"logical":[68],"assumptions;":[69],"2)":[70],"propose":[72],"several":[73],"modern":[74],"features,":[75],"which":[76],"are":[77],"more":[78],"discriminating":[79],"than":[80],"traditional":[81],"features;":[82],"3)":[83],"adopt":[85],"additional":[87],"expansion":[89],"procedure":[90],"by":[91],"considering":[92],"wholeness":[94],"trajectory.":[96],"Experiments":[97],"prove":[98],"that":[99],"our":[100],"achieves":[102],"promising":[104],"accuracy":[105],"identifying":[107],"modes.":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2022-05-12T00:00:00"}
