{"id":"https://openalex.org/W4310154698","doi":"https://doi.org/10.3390/ijgi11120597","title":"Low-Cost System for Automatic Recognition of Driving Pattern in Assessing Interurban Mobility using Geo-Information","display_name":"Low-Cost System for Automatic Recognition of Driving Pattern in Assessing Interurban Mobility using Geo-Information","publication_year":2022,"publication_date":"2022-11-27","ids":{"openalex":"https://openalex.org/W4310154698","doi":"https://doi.org/10.3390/ijgi11120597"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi11120597","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120597","pdf_url":"https://www.mdpi.com/2220-9964/11/12/597/pdf?version=1669544300","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/11/12/597/pdf?version=1669544300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101861802","display_name":"\u00d3scar Romero","orcid":"https://orcid.org/0000-0003-4081-9005"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Romero","raw_affiliation_strings":["Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4081-9005","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036834502","display_name":"Aika Silveira Miura","orcid":"https://orcid.org/0000-0003-3519-475X"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aika Silveira Miura","raw_affiliation_strings":["Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036277349","display_name":"Lorena Parra","orcid":"https://orcid.org/0000-0001-9215-8734"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Lorena Parra","raw_affiliation_strings":["Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9215-8734","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061267204","display_name":"Jaime Lloret","orcid":"https://orcid.org/0000-0002-0862-0533"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jaime Lloret","raw_affiliation_strings":["Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0862-0533","affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n para la Gesti\u00f3n Integrada de Zonas Costeras, Universitat Polit\u00e8cnica de Val\u00e8ncia, C/Paranimf, 1, 46730 Grao de Gandia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036277349"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.627,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65770361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"11","issue":"12","first_page":"597","last_page":"597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9987000226974487,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9951000213623047,"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/interurban","display_name":"Interurban","score":0.9527361392974854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6179026365280151},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5077635049819946},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4886632263660431},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.48486050963401794},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44029441475868225},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.40289515256881714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37254446744918823},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2768411636352539},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25977832078933716}],"concepts":[{"id":"https://openalex.org/C2779671548","wikidata":"https://www.wikidata.org/wiki/Q1664428","display_name":"Interurban","level":2,"score":0.9527361392974854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6179026365280151},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5077635049819946},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4886632263660431},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.48486050963401794},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44029441475868225},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.40289515256881714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37254446744918823},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2768411636352539},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25977832078933716},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/ijgi11120597","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120597","pdf_url":"https://www.mdpi.com/2220-9964/11/12/597/pdf?version=1669544300","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/199481","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/199481","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2604.15216","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.15216","pdf_url":"https://arxiv.org/pdf/2604.15216","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:68ab1f7727744d798e35120ad3e76d58","is_oa":true,"landing_page_url":"https://doaj.org/article/68ab1f7727744d798e35120ad3e76d58","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":"ISPRS International Journal of Geo-Information, Vol 11, Iss 12, p 597 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/11/12/597/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi11120597","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information; Volume 11; Issue 12; Pages: 597","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2604.15216","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15216","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi11120597","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11120597","pdf_url":"https://www.mdpi.com/2220-9964/11/12/597/pdf?version=1669544300","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4310154698.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1025061504","https://openalex.org/W1751378831","https://openalex.org/W1979854500","https://openalex.org/W1993208633","https://openalex.org/W2002881556","https://openalex.org/W2014643169","https://openalex.org/W2018690964","https://openalex.org/W2029776708","https://openalex.org/W2071628512","https://openalex.org/W2076905463","https://openalex.org/W2086828005","https://openalex.org/W2088849001","https://openalex.org/W2094311908","https://openalex.org/W2095162574","https://openalex.org/W2108328714","https://openalex.org/W2116940877","https://openalex.org/W2135801466","https://openalex.org/W2161801094","https://openalex.org/W2176240313","https://openalex.org/W2182033143","https://openalex.org/W2242341993","https://openalex.org/W2519106163","https://openalex.org/W2559425100","https://openalex.org/W2590317901","https://openalex.org/W2623684345","https://openalex.org/W2745784704","https://openalex.org/W2746721413","https://openalex.org/W2793233943","https://openalex.org/W2891781010","https://openalex.org/W2954471971","https://openalex.org/W3001866431","https://openalex.org/W3001940038","https://openalex.org/W3087161808","https://openalex.org/W3112288498","https://openalex.org/W3208708410","https://openalex.org/W4225508617"],"related_works":["https://openalex.org/W1592168771","https://openalex.org/W649712605","https://openalex.org/W1981010050","https://openalex.org/W2114531510","https://openalex.org/W1969142338","https://openalex.org/W2097806462","https://openalex.org/W2033319288","https://openalex.org/W2801826233","https://openalex.org/W2059465722","https://openalex.org/W2922527121"],"abstract_inverted_index":{"Mobility":[0],"in":[1,97,137,159],"urban":[2],"and":[3,25,62,68,87,107,131,154,174,177,202,212],"interurban":[4,135],"areas,":[5],"mainly":[6],"by":[7,228],"cars,":[8],"is":[9,95,118,167,194,226],"a":[10,81,85,88,124,140],"day-to-day":[11],"activity":[12],"of":[13,18,75,161,189,220],"many":[14],"people.":[15],"However,":[16,39],"some":[17],"its":[19],"main":[20,218],"drawbacks":[21],"are":[22,183,215],"traffic":[23],"jams":[24],"accidents.":[26,38],"Newly":[27],"made":[28],"vehicles":[29],"have":[30,47],"pre-installed":[31],"driving":[32,60,111,116,145,199],"evaluation":[33],"systems,":[34],"which":[35,100],"can":[36],"prevent":[37],"most":[40],"cars":[41],"on":[42,139],"our":[43],"roads":[44],"do":[45],"not":[46],"driver":[48],"assessment":[49],"systems.":[50],"In":[51],"this":[52,221],"paper,":[53,222],"we":[54],"propose":[55],"an":[56,114,134,186],"approach":[57],"for":[58,180],"recognising":[59],"styles":[61],"enabling":[63],"drivers":[64],"to":[65,80,152],"reach":[66],"safer":[67],"more":[69],"efficient":[70],"driving.":[71],"The":[72,127,147],"system":[73],"consists":[74],"two":[76,198],"physical":[77],"sensors":[78],"connected":[79],"device":[82],"node":[83],"with":[84,143],"display":[86],"speaker.":[89],"An":[90],"artificial":[91],"neural":[92],"network":[93],"(ANN)":[94],"included":[96],"the":[98,102,105,110,120,156,170,181,192,205,210,217,223],"node,":[99],"analyses":[101],"data":[103,149,214],"from":[104],"sensors,":[106],"then":[108,204],"recognises":[109],"style.":[112],"When":[113,209],"abnormal":[115],"pattern":[117],"detected,":[119],"speaker":[121],"will":[122],"play":[123],"warning":[125],"message.":[126],"prototype":[128],"was":[129],"assembled":[130],"tested":[132],"using":[133],"road,":[136],"particular":[138],"conventional":[141],"road":[142],"three":[144],"styles.":[146],"gathered":[148],"were":[150],"used":[151],"train":[153],"validate":[155],"ANN.":[157],"Results,":[158],"terms":[160],"accuracy,":[162],"indicate":[163],"that":[164],"better":[165],"accuracy":[166,188,206,225],"obtained":[168],"when":[169],"velocity,":[171],"position":[172],"(latitude":[173],"longitude),":[175],"time,":[176],"turning":[178],"speed":[179],"3-axis":[182],"used,":[184],"offering":[185],"average":[187],"83%.":[190],"If":[191],"classification":[193,224],"performed":[195],"considering":[196],"just":[197],"styles,":[200],"normal":[201],"aggressive,":[203],"reaches":[207],"92%.":[208],"geo-information":[211],"time":[213],"included,":[216],"novelty":[219],"improved":[227],"13%.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2022-11-30T00:00:00"}
