{"id":"https://openalex.org/W7125727534","doi":"https://doi.org/10.1109/exp.at2565440.2025.11348145","title":"Intelligent Traffic Management Using Anonymized Trajectory Data for Personal Multimodal Commuting Recommendations","display_name":"Intelligent Traffic Management Using Anonymized Trajectory Data for Personal Multimodal Commuting Recommendations","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W7125727534","doi":"https://doi.org/10.1109/exp.at2565440.2025.11348145"},"language":null,"primary_location":{"id":"doi:10.1109/exp.at2565440.2025.11348145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/exp.at2565440.2025.11348145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th Experiment@ International Conference (exp.at'25)","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/A5123869437","display_name":"Gielians Jona","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gielians Jona","raw_affiliation_strings":["Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123842712","display_name":"Seidel Tim","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Seidel Tim","raw_affiliation_strings":["Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123838234","display_name":"Westerkamp Clemens","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Westerkamp Clemens","raw_affiliation_strings":["Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123840996","display_name":"Schaarschmidt Marco","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schaarschmidt Marco","raw_affiliation_strings":["Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Engineering, Osnabr&#x00FC;ck University of Applied Sciences (OUAS),Osnabruck,Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5123869437"],"corresponding_institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79295361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"55"},"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":0.6583999991416931,"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":0.6583999991416931,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.10639999806880951,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.024299999698996544,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.6676999926567078},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5914000272750854},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.564300000667572},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5041999816894531},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.4781000018119812},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.477400004863739},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.4052000045776367},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.3882000148296356}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6676999926567078},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5914000272750854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5892000198364258},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.564300000667572},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5641999840736389},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5041999816894531},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.4781000018119812},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.4052000045776367},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.3882000148296356},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C2776390805","wikidata":"https://www.wikidata.org/wiki/Q7258035","display_name":"Public use","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.328900009393692},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.2734000086784363},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C202176563","wikidata":"https://www.wikidata.org/wiki/Q2527484","display_name":"Automatic vehicle location","level":3,"score":0.26190000772476196},{"id":"https://openalex.org/C3018396927","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowd sourcing","level":2,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/exp.at2565440.2025.11348145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/exp.at2565440.2025.11348145","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th Experiment@ International Conference (exp.at'25)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7512621283531189,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2149944211","https://openalex.org/W2524678515","https://openalex.org/W2894779347","https://openalex.org/W4283660900","https://openalex.org/W4400734092"],"related_works":[],"abstract_inverted_index":{"Motorized":[0],"private":[1],"transport":[2],"in":[3,14,32,40,87],"cities":[4],"with":[5,149,163],"around":[6],"200,000":[7],"inhabitants,":[8],"such":[9],"as":[10],"Osnabr\u00fcck":[11],"and":[12,38,58,62,100,126,140,152],"M\u00fcnster":[13],"northwest":[15],"Germany,":[16],"has":[17],"increased":[18],"over":[19],"the":[20,33,47,109,164,173],"years,":[21],"leading":[22],"to":[23,64,79,84,102,123,168],"congested":[24],"roads.":[25],"To":[26],"improve":[27],"this":[28],"situation,":[29],"mobility":[30],"data":[31,61,67,78],"urban":[34],"area":[35],"is":[36,121,141,166],"recorded":[37],"anonymized":[39],"an":[41,50],"Urban":[42],"Data":[43,52],"Platform":[44],"(UDP)":[45],"of":[46,108,113,118],"municipality.":[48],"In":[49,105,157],"Open":[51],"approach,":[53],"it":[54],"combines":[55],"existing":[56],"official":[57],"publicly":[59],"available":[60],"allows":[63],"add":[65],"new":[66],"sources":[68],"from":[69,147,172],"crowdsourcing":[70],"projects.":[71],"A":[72],"digital":[73],"traffic":[74,81,137],"twin":[75],"uses":[76],"aggregated":[77],"predict":[80],"congestion":[82],"up":[83],"three":[85],"days":[86],"advance.":[88],"This":[89],"way,":[90],"commuters":[91,125],"can":[92],"adapt":[93],"their":[94],"commuting":[95,119],"times,":[96],"home":[97],"office":[98],"days,":[99],"change":[101],"public":[103,165],"transport.":[104],"all":[106],"sections":[107],"UDP":[110],"a":[111,136,160],"collection":[112],"anonymization":[114],"modules":[115],"for":[116],"depersonalization":[117],"trajectories":[120],"used":[122],"protect":[124],"other":[127],"road":[128],"users'":[129],"privacy.":[130],"The":[131],"system":[132],"was":[133],"integrated":[134],"on":[135],"simulation":[138],"basis":[139],"currently":[142],"being":[143],"assessed.":[144],"Early":[145],"results":[146],"experiments":[148],"student":[150],"groups":[151],"project":[153,174],"partners":[154],"are":[155],"presented.":[156],"summer":[158],"2025,":[159],"large":[161],"experiment":[162],"planned":[167],"remove":[169],"potential":[170],"bias":[171],"results.":[175]},"counts_by_year":[],"updated_date":"2026-01-28T23:14:49.684275","created_date":"2026-01-27T00:00:00"}
