{"id":"https://openalex.org/W7164040155","doi":"https://doi.org/10.1145/3748522.3779933","title":"A Hybrid Map-Matching Approach for GPS-Based Analysis of Cyclist Behaviour and Infrastructure Use in Urban Environments","display_name":"A Hybrid Map-Matching Approach for GPS-Based Analysis of Cyclist Behaviour and Infrastructure Use in Urban Environments","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7164040155","doi":"https://doi.org/10.1145/3748522.3779933"},"language":null,"primary_location":{"id":"doi:10.1145/3748522.3779933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3779933","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3748522.3779933","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051709293","display_name":"Royston Fernandes","orcid":"https://orcid.org/0000-0003-2466-9262"},"institutions":[{"id":"https://openalex.org/I4210160565","display_name":"Centre d'\u00c9tudes et d'Expertise sur les Risques, l'Environnement, la Mobilit\u00e9 et l'Am\u00e9nagement","ror":"https://ror.org/05k0nvr25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210092945","https://openalex.org/I4210160565"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Royston Fernandes","raw_affiliation_strings":["Department of Mobility, Cerema, St M\u00e9dard en Jalles, France"],"raw_orcid":"https://orcid.org/0000-0003-2466-9262","affiliations":[{"raw_affiliation_string":"Department of Mobility, Cerema, St M\u00e9dard en Jalles, France","institution_ids":["https://openalex.org/I4210160565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067540221","display_name":"Mohamed Mosbah","orcid":"https://orcid.org/0000-0001-6031-4237"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Mosbah","raw_affiliation_strings":["Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400, Talence, France"],"raw_orcid":"https://orcid.org/0000-0001-6031-4237","affiliations":[{"raw_affiliation_string":"Univ. Bordeaux, CNRS, Bordeaux INP, LaBRI, UMR 5800, F-33400, Talence, France","institution_ids":["https://openalex.org/I4210160189","https://openalex.org/I4210142254","https://openalex.org/I15057530","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100046383","display_name":"Alb\u00e9ric de Lach\u00e8ze-Murel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160565","display_name":"Centre d'\u00c9tudes et d'Expertise sur les Risques, l'Environnement, la Mobilit\u00e9 et l'Am\u00e9nagement","ror":"https://ror.org/05k0nvr25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210092945","https://openalex.org/I4210160565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alb\u00e9ric de Lach\u00e8ze-Murel","raw_affiliation_strings":["Department of Mobility, Cerema, St M\u00e9dard en Jalles, France"],"raw_orcid":"https://orcid.org/0009-0004-2595-1520","affiliations":[{"raw_affiliation_string":"Department of Mobility, Cerema, St M\u00e9dard en Jalles, France","institution_ids":["https://openalex.org/I4210160565"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051709293"],"corresponding_institution_ids":["https://openalex.org/I4210160565"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.96815203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1566","last_page":"1575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9800999760627747,"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":0.9800999760627747,"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/T10370","display_name":"Traffic and Road Safety","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11793","display_name":"Recreation, Leisure, Wilderness Management","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/global-positioning-system","display_name":"Global Positioning System","score":0.7156000137329102},{"id":"https://openalex.org/keywords/metropolitan-area","display_name":"Metropolitan area","score":0.6682000160217285},{"id":"https://openalex.org/keywords/cycling","display_name":"Cycling","score":0.6190999746322632},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.552299976348877},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.3269999921321869},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.31619998812675476},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.28209999203681946}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7156000137329102},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.6682000160217285},{"id":"https://openalex.org/C541528975","wikidata":"https://www.wikidata.org/wiki/Q53121","display_name":"Cycling","level":2,"score":0.6190999746322632},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5921000242233276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796999931335449},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.552299976348877},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3269999921321869},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C198613851","wikidata":"https://www.wikidata.org/wiki/Q432394","display_name":"Assisted GPS","level":3,"score":0.27410000562667847},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C2778368647","wikidata":"https://www.wikidata.org/wiki/Q702492","display_name":"Urban area","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C2778098375","wikidata":"https://www.wikidata.org/wiki/Q19596433","display_name":"Composite index","level":3,"score":0.25949999690055847},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2515999972820282},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748522.3779933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3779933","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748522.3779933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748522.3779933","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5125289559364319,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W51116619","https://openalex.org/W1566585832","https://openalex.org/W1592970983","https://openalex.org/W1990562659","https://openalex.org/W2020602155","https://openalex.org/W2022106248","https://openalex.org/W2037158084","https://openalex.org/W2040528821","https://openalex.org/W2049120536","https://openalex.org/W2060793167","https://openalex.org/W2062796133","https://openalex.org/W2078448683","https://openalex.org/W2082134179","https://openalex.org/W2145874546","https://openalex.org/W2196938255","https://openalex.org/W2337641284","https://openalex.org/W2544782254","https://openalex.org/W2792380993","https://openalex.org/W2945575559","https://openalex.org/W2945662399","https://openalex.org/W3010736767","https://openalex.org/W3019608303","https://openalex.org/W3046644447","https://openalex.org/W3048147807","https://openalex.org/W3165660323","https://openalex.org/W3209619738","https://openalex.org/W4240334858","https://openalex.org/W4289838112","https://openalex.org/W4302424881","https://openalex.org/W4309346027","https://openalex.org/W4396681074","https://openalex.org/W4396731380","https://openalex.org/W4402645657"],"related_works":[],"abstract_inverted_index":{"Route":[0],"choices":[1],"of":[2,25,80,85,96,102,134,167],"cyclists":[3,126],"are":[4,33,127],"strongly":[5],"influenced":[6],"by":[7],"speed,":[8],"travel":[9],"time,":[10],"and":[11,17,27,67,74,87,145,153,177,185],"perceived":[12],"comfort.":[13],"Quantifying":[14],"bicycle":[15],"speeds":[16],"route":[18],"preferences":[19],"is":[20],"central":[21],"to":[22,45,99,112,129,137,157,173],"realistic":[23],"assessment":[24],"accessibility":[26],"infrastructure":[28,88],"use.":[29],"While":[30],"GPS":[31,43,115],"data":[32],"a":[34,51,58,78,93],"reliable":[35],"source":[36,158],"for":[37],"understanding":[38],"cycling":[39,48,168,180],"behavior,":[40],"accurately":[41],"mapping":[42,94],"traces":[44,116],"the":[46,100,118],"underlying":[47],"network":[49,175],"remains":[50],"challenge.":[52],"To":[53],"address":[54],"this,":[55],"we":[56,108],"propose":[57],"lightweight":[59],"hybrid":[60],"map-matching":[61],"algorithm":[62],"that":[63,125,182],"combines":[64],"geometric,":[65],"topological,":[66],"contextual":[68],"factors,":[69],"specifically":[70],"utilizing":[71],"distance,":[72],"angle,":[73],"segment":[75],"slope,":[76],"alongside":[77],"notion":[79],"bikeability":[81,140],"(a":[82],"composite":[83],"index":[84],"safety":[86,144],"quality).":[89],"Our":[90],"model":[91,111,162],"achieves":[92],"accuracy":[95],"96.9%,":[97],"comparable":[98],"performance":[101],"already":[103],"published":[104],"models.":[105],"After":[106],"validation,":[107],"employed":[109],"this":[110,160],"analyze":[113],"crowd-sourced":[114],"from":[117],"Bordeaux":[119],"Metropolitan":[120],"area.":[121],"The":[122],"results":[123],"reveal":[124],"willing":[128],"take":[130],"an":[131],"average":[132],"detour":[133],"717":[135],"m":[136],"gain":[138],"+1.5":[139],"units,":[141],"thereby":[142],"prioritizing":[143],"comfort":[146],"over":[147],"distance.":[148],"By":[149],"reducing":[150],"computation":[151],"time":[152],"relying":[154],"on":[155],"easy":[156],"data,":[159],"easy-to-implement":[161],"enables":[163],"city-wide":[164],"scalable":[165],"analyses":[166],"mobility,":[169],"helping":[170],"smart-city":[171],"planners":[172],"assess":[174],"use":[176],"design":[178],"evidence-based":[179],"policies":[181],"promote":[183],"safe":[184],"efficient":[186],"active":[187],"mobility.":[188]},"counts_by_year":[],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2026-06-10T00:00:00"}