{"id":"https://openalex.org/W2785257541","doi":null,"title":"Big Data im Radverkehr","display_name":"Big Data im Radverkehr","publication_year":2017,"publication_date":"2017-11-17","ids":{"openalex":"https://openalex.org/W2785257541","mag":"2785257541"},"language":"de","primary_location":{"id":"pmh:oai:qucosa:de:qucosa:29637","doi":null,"is_oa":true,"landing_page_url":"https://tud.qucosa.de/id/qucosa%3A29637","pdf_url":null,"source":{"id":"https://openalex.org/S4377196435","display_name":"Qucosa (Saxon State and University Library Dresden)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3132420320","host_organization_name":"SLUB Dresden","host_organization_lineage":["https://openalex.org/I3132420320"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/book"},"volume":null,"type":"book","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://tud.qucosa.de/id/qucosa%3A29637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083339150","display_name":"Angela Francke","orcid":"https://orcid.org/0000-0002-1126-6758","observed_orcids":["https://orcid.org/0000-0002-1126-6758"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angela Francke","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1126-6758","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5043679452","display_name":"Sven Li\u00dfner","orcid":"https://orcid.org/0000-0002-5497-3698","observed_orcids":["https://orcid.org/0000-0002-5497-3698"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sven Li\u00dfner","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5497-3698","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5366,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72070313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9003999829292297,"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":0.9003999829292297,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.05999999865889549,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.007699999958276749,"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/cycling","display_name":"cycling","score":0.5979999899864197},{"id":"https://openalex.org/keywords/bicycle-traffic","display_name":"bicycle traffic","score":0.45100000500679016},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.8330000042915344},{"id":"https://openalex.org/keywords/smartphone-gps-data","display_name":"smartphone GPS data","score":0.6069999933242798},{"id":"https://openalex.org/keywords/strava","display_name":"Strava","score":0.9850000143051147},{"id":"https://openalex.org/keywords/secondary-network","display_name":"secondary network","score":0.414000004529953},{"id":"https://openalex.org/keywords/cycling-infrastructure","display_name":"cycling infrastructure","score":0.492000013589859},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.453000009059906},{"id":"https://openalex.org/keywords/travel-time","display_name":"travel time","score":0.3319999873638153},{"id":"https://openalex.org/keywords/cycling-speed","display_name":"cycling speed","score":0.49399998784065247},{"id":"https://openalex.org/keywords/route-choice","display_name":"route choice","score":0.6060000061988831},{"id":"https://openalex.org/keywords/municipal-planning","display_name":"municipal planning","score":0.32499998807907104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4375688433647156}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:qucosa:de:qucosa:29637","doi":null,"is_oa":true,"landing_page_url":"https://tud.qucosa.de/id/qucosa%3A29637","pdf_url":null,"source":{"id":"https://openalex.org/S4377196435","display_name":"Qucosa (Saxon State and University Library Dresden)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3132420320","host_organization_name":"SLUB Dresden","host_organization_lineage":["https://openalex.org/I3132420320"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/book"},{"id":"mag:2785257541","doi":null,"is_oa":false,"landing_page_url":"https://tud.qucosa.de/api/qucosa%3A29637/attachment/ATT-0/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:qucosa:de:qucosa:29637","doi":null,"is_oa":true,"landing_page_url":"https://tud.qucosa.de/id/qucosa%3A29637","pdf_url":null,"source":{"id":"https://openalex.org/S4377196435","display_name":"Qucosa (Saxon State and University Library Dresden)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3132420320","host_organization_name":"SLUB Dresden","host_organization_lineage":["https://openalex.org/I3132420320"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/book"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/11","score":1.0,"display_name":"Sustainable cities and communities"}],"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/W7017777173","https://openalex.org/W3171298219","https://openalex.org/W3035457115","https://openalex.org/W4399659440","https://openalex.org/W7064556239","https://openalex.org/W3200346156","https://openalex.org/W4220702475","https://openalex.org/W7017633234","https://openalex.org/W3155969058","https://openalex.org/W7127919074"],"abstract_inverted_index":{"F\u00fcr":[0,82],"einen":[1,450,480],"attraktiven":[2],"Radverkehr":[3,76],"bedarf":[4],"es":[5,308,371],"einer":[6,52,152,346],"qualitativ":[7],"hochwertigen":[8],"Infrastruktur.":[9],"Bisher":[10],"liegen":[11],"durch":[12,103,108,130,298],"den":[13,75,117,246,313,373,438],"hohen":[14],"Aufwand":[15],"von":[16,114,147,219,301,331,335,378,400,417,448,458,494],"Vor-Ort-Erfassungen":[17],"nur":[18,79],"punktuelle":[19],"Radverkehrsst\u00e4rken":[20,332],"vor.":[21],"Die":[22,70,122,206,279],"aktuell":[23,252],"wohl":[24],"zuverl\u00e4ssigsten":[25],"und":[26,116,198,229,281,287,303,405,419,421,467,486,492],"tauglichsten":[27],"Werte":[28],"liefern":[29],"bisher":[30],"fest":[31],"installierte":[32],"automatische":[33],"Radverkehrsz\u00e4hlstellen,":[34],"wie":[35,85,199,236],"sie":[36],"bereits":[37,395],"viele":[38],"Kommunen":[39,220],"installiert":[40],"haben.":[41],"Ein":[42],"Nachteil":[43],"ist":[44,352,370],"hierbei,":[45],"dass":[46,162],"f\u00fcr":[47,55,74,154,183,375,452],"eine":[48],"fl\u00e4chige":[49],"Abdeckung":[50],"mit":[51,148,180,312],"besseren":[53],"Aussagekraft":[54],"die":[56,61,95,109,145,155,175,184,194,253,299,315,319,361,376,385,393,446,453],"gesamte":[57,339],"Stadt":[58],"oder":[59,88,260,275,390],"Kommune":[60,348],"Anzahl":[62],"der":[63,90,165,176,227,231,237,242,329,403,414,429,432,465,468],"Erhebungspunkte":[64],"meist":[65,94],"deutlich":[66],"zu":[67,216,322,380],"gering":[68],"ist.":[69],"Bedeutung":[71],"des":[72,124,135],"Nebennetzes":[73],"wird":[77],"somit":[78],"unvollst\u00e4ndig":[80],"erfasst.":[81],"weitere":[83],"Parameter,":[84],"Wartezeiten,":[86],"Routenwahl":[87],"Geschwindigkeiten":[89],"Radfahrenden,":[91],"fehlen":[92],"dagegen":[93],"Daten.":[96],"Perspektivisch":[97],"kann":[98],"diese":[99],"L\u00fccke":[100],"unter":[101,163],"anderem":[102],"GPS-Routendaten":[104],"gef\u00fcllt":[105],"werden,":[106],"was":[107],"mittlerweile":[110],"sehr":[111,212],"hohe":[112],"Verbreitung":[113],"Smartphones":[115,149],"entsprechenden":[118],"Tracking-Apps":[119],"erm\u00f6glicht":[120],"wird.":[121],"Ergebnisse":[123],"im":[125,133,166,172,202,273],"Leitfaden":[126,168,477],"vorgestellten":[127],"Projektes":[128],"sind":[129,190,410],"das":[131,338,484],"BMVI":[132],"Rahmen":[134],"Nationalen":[136],"Radverkehrsplans":[137],"2020":[138],"gef\u00f6rdert":[139],"wurden.":[140],"Das":[141],"Forschungsprojekt":[142,325],"untersucht":[143],"dabei":[144],"Nutzbarkeit":[146,377],"generierten":[150,209],"Nutzerdaten":[151],"App":[153],"kommunale":[156],"Radverkehrsplanung.":[157,454],"Zusammenfassend":[158],"l\u00e4sst":[159],"sich":[160,200,267],"sagen,":[161],"Beachtung":[164],"folgenden":[167],"beschriebenen":[169],"Faktoren":[170],"GPS-Daten,":[171],"vorliegenden":[173],"Fall":[174],"Firma":[177],"Strava":[178],"Inc.,":[179],"einigen":[181],"Einschr\u00e4nkungen":[182,431],"Radverkehrsplanung":[185,404],"nutzbar":[186],"sind.":[187],"Bereits":[188],"heute":[189],"damit":[191,423],"Auswertungen":[192],"m\u00f6glich,":[193],"zeigen,":[195],"wo,":[196],"wann":[197],"Radfahrende":[201],"gesamten":[203],"Netz":[204],"bewegen.":[205],"mittels":[207],"Smartphone-App":[208],"Daten":[210,232,254,433],"k\u00f6nnen":[211,384],"sinnvoll":[213],"als":[214,258],"Erg\u00e4nzung":[215],"bestehenden":[217],"Dauerz\u00e4hlstellen":[218],"genutzt":[221],"werden.":[222,350],"Ber\u00fccksichtigt":[223],"werden":[224,251],"sollten":[225],"bei":[226],"Auswertung":[228,280],"Interpretation":[230,282],"jedoch":[233,295],"einige":[234],"Aspekte,":[235],"eher":[238],"sportlich":[239],"orientierte":[240],"Kontext":[241],"erfassten":[243],"Routen":[244],"in":[245,310,345,355,402,437,464,483],"untersuchten":[247],"Beispielen.":[248],"Des":[249],"Weiteren":[250],"zum":[255],"Teil":[256],"noch":[257,357],"Datenbank-":[259],"GIS-Dateien":[261],"zur":[262,270,398],"Verf\u00fcgung":[263],"gestellt,":[264],"bzw.":[265,360],"befinden":[266],"online":[268],"Masken":[269],"einfacheren":[271],"Nutzung":[272,399,447],"Aufbau":[274],"einem":[276],"ersten":[277],"Nutzungsstadium.":[278],"erfordert":[283],"also":[284],"weiterhin":[285],"Fachkompetenz":[286],"auch":[288,343,353,427,471],"personelle":[289],"Ressourcen.":[290],"Der":[291,455,475],"Einsatz":[292],"dieser":[293],"sinkt":[294],"voraussichtlich":[296],"zuk\u00fcnftig":[297],"Weiterentwicklung":[300],"Web-Oberfl\u00e4chen":[302],"unterst\u00fctzenden":[304],"Auswertemasken.":[305],"Hier":[306],"gilt":[307],"zuk\u00fcnftig,":[309],"Zusammenarbeit":[311],"Kommunen,":[314],"ben\u00f6tigten":[316],"Parameter":[317],"sowie":[318],"geeignetsten":[320],"Aufbereitungsformen":[321],"erarbeiten.":[323],"Im":[324],"erfolgte":[326],"ein":[327],"Ansatz":[328],"Hochrechnung":[330],"aus":[333],"Stichproben":[334],"GPS-Daten":[336,379,401,449,495],"auf":[337,363,489],"Netz.":[340],"Dieser":[341],"konnte":[342],"erfolgreich":[344],"weiteren":[347,415],"verifiziert":[349],"Jedoch":[351],"hier":[354],"Zukunft":[356,369],"Forschungsbedarf":[358],"vorhanden":[359],"Anpassung":[362],"lokale":[364],"Gegebenheiten":[365],"notwendig.":[366],"In":[367],"naher":[368],"notwendig,":[372],"Praxisnachweis":[374],"erbringen.":[381],"Vorbilder":[382],"hierf\u00fcr":[383],"St\u00e4dte":[386],"Bremen,":[387],"Dresden,":[388],"Leipzig":[389],"Mainz":[391],"sein,":[392],"jeweils":[394],"erste":[396],"Schritte":[397,409],"-f\u00f6rderung":[406],"unternehmen.":[407],"Diese":[408],"vor":[411],"dem":[412,422],"Hintergrund":[413],"Digitalisierung":[416],"Mobilit\u00e4t":[418],"Verkehrsmitteln":[420],"wachsenden":[424],"Datenangebot":[425],"\u2013":[426,434,470],"trotz":[428],"bisherigen":[430],"sinnvoll,":[435],"um":[436],"Verwaltungen":[439],"fr\u00fchzeitig":[440],"entsprechende":[441],"Kompetenzen":[442],"aufzubauen.":[443],"Langfristig":[444],"bietet":[445],"Mehrwert":[451],"aktive":[456],"Einbezug":[457],"Radfahrenden":[459],"er\u00f6ffnet":[460],"zudem":[461],"neue":[462],"M\u00f6glichkeiten":[463],"Kommunikation":[466],"B\u00fcrgerbeteiligung":[469],"ohne":[472],"Fachwissen":[473],"vorauszusetzen.":[474],"vorliegende":[476],"liefert":[478],"daf\u00fcr":[479],"praxisorientierten":[481],"Einstieg":[482],"Thema":[485],"weist":[487],"umfassend":[488],"Angebote,":[490],"Hindernisse":[491],"Potenziale":[493],"hin.":[496]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2018-02-02T00:00:00"}
