{"id":"https://openalex.org/W2952259483","doi":"https://doi.org/10.1080/10095020.2019.1621008","title":"Extracting commuter-specific destination hotspots from trip destination data \u2013 comparing the boro taxi service with Citi Bike in NYC","display_name":"Extracting commuter-specific destination hotspots from trip destination data \u2013 comparing the boro taxi service with Citi Bike in NYC","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2952259483","doi":"https://doi.org/10.1080/10095020.2019.1621008","mag":"2952259483"},"language":"en","primary_location":{"id":"doi:10.1080/10095020.2019.1621008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2019.1621008","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2019.1621008?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2019.1621008?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049910868","display_name":"Andreas Keler","orcid":"https://orcid.org/0000-0002-2326-1612"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andreas Keler","raw_affiliation_strings":["Department of Civil, Geo and Environmental Engineering, Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Geo and Environmental Engineering, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085338835","display_name":"Jukka M. Krisp","orcid":"https://orcid.org/0000-0003-2558-6821"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jukka M. Krisp","raw_affiliation_strings":["Applied Geoinformatics, Institute of Geography, University of Augsburg (UniA), Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"Applied Geoinformatics, Institute of Geography, University of Augsburg (UniA), Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088064498","display_name":"Linfang Ding","orcid":"https://orcid.org/0000-0002-3707-5845"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["DE","IT"],"is_corresponding":false,"raw_author_name":"Linfang Ding","raw_affiliation_strings":["Department of Cartography, Technical University of Munich, Munich, Germany","The KRDB Research Centre for Knowledge and Data, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Cartography, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"The KRDB Research Centre for Knowledge and Data, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049910868"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":1625,"currency":"GBP","value_usd":1993},"apc_paid":{"value":1625,"currency":"GBP","value_usd":1993},"fwci":2.747,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89170722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"2","first_page":"141","last_page":"152"},"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":0.9994000196456909,"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":0.9994000196456909,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11106","display_name":"Data Management and Algorithms","score":0.9883999824523926,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.7783768177032471},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.7584996223449707},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.6584108471870422},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.524465799331665},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.5199404954910278},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.4991729259490967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47657084465026855},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.38634034991264343},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.24545186758041382},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1671939492225647},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11821764707565308}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.7783768177032471},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.7584996223449707},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.6584108471870422},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.524465799331665},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.5199404954910278},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.4991729259490967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47657084465026855},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.38634034991264343},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24545186758041382},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1671939492225647},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11821764707565308},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1080/10095020.2019.1621008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2019.1621008","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2019.1621008?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:42e76b2480524d4e998b1411602b4145","is_oa":true,"landing_page_url":"https://doaj.org/article/42e76b2480524d4e998b1411602b4145","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geo-spatial Information Science, Vol 23, Iss 2, Pp 141-152 (2020)","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1506352","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1506352","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1531110","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1531110","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1544533","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1544533","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:91807","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/91807","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/10095020.2019.1621008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2019.1621008","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10095020.2019.1621008?needAccess=true","source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2952259483.pdf","grobid_xml":"https://content.openalex.org/works/W2952259483.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W48221902","https://openalex.org/W1859822573","https://openalex.org/W1971022913","https://openalex.org/W1973405292","https://openalex.org/W1995151908","https://openalex.org/W2000358470","https://openalex.org/W2033969525","https://openalex.org/W2105622582","https://openalex.org/W2106251367","https://openalex.org/W2114413707","https://openalex.org/W2125718202","https://openalex.org/W2144194027","https://openalex.org/W2160642098","https://openalex.org/W2403034943","https://openalex.org/W2425858923","https://openalex.org/W2491008463","https://openalex.org/W2530197507","https://openalex.org/W2553435998","https://openalex.org/W2619607528","https://openalex.org/W2773445813","https://openalex.org/W2901393031","https://openalex.org/W2950147023","https://openalex.org/W2960272957","https://openalex.org/W4247105055","https://openalex.org/W7030262234"],"related_works":["https://openalex.org/W2731640799","https://openalex.org/W3145095895","https://openalex.org/W2594548639","https://openalex.org/W2372614270","https://openalex.org/W263321605","https://openalex.org/W3082240633","https://openalex.org/W4379054727","https://openalex.org/W2216673692","https://openalex.org/W585010661","https://openalex.org/W2196897207"],"abstract_inverted_index":{"Taxi":[0],"trajectories":[1],"from":[2],"urban":[3],"environments":[4],"allow":[5],"inferring":[6],"various":[7],"information":[8],"about":[9],"the":[10,63,118,144,164],"transport":[11],"service":[12,46],"qualities":[13],"and":[14,23,36,75,98,123,137,156],"commuter":[15],"dynamics.":[16],"It":[17],"is":[18,68,128],"possible":[19],"to":[20,45,71,92,116,131,143,153],"associate":[21],"starting":[22],"end":[24,157],"points":[25,158],"of":[26,31,34,103,120,159,172,186],"taxi":[27,122],"trips":[28],"with":[29],"requirements":[30],"individual":[32],"groups":[33],"people":[35],"even":[37],"social":[38],"inequalities.":[39],"Previous":[40],"research":[41],"shows":[42],"that":[43,146],"due":[44,130,142],"restrictions,":[47],"boro":[48,121],"taxis":[49],"have":[50],"typical":[51],"customer":[52],"destination":[53],"locations":[54],"on":[55,95,169],"selected":[56,109],"Saturdays:":[57],"many":[58],"drop-off":[59,78],"clusters":[60,79],"appear":[61,80],"near":[62],"restricted":[64,152],"zone,":[65],"where":[66],"it":[67],"not":[69],"allowed":[70],"pick":[72],"up":[73,94],"customers":[74],"only":[76],"few":[77],"at":[81],"complicated":[82],"crossing.":[83],"Detected":[84],"crossings":[85],"imply":[86],"recent":[87],"infrastructural":[88],"modifications.":[89],"We":[90],"want":[91,115],"follow":[93],"these":[96],"results":[97],"add":[99],"one":[100],"additional":[101],"group":[102],"commuters:":[104],"Citi":[105,124],"Bike":[106,125],"users.":[107,126],"For":[108],"Saturdays":[110],"in":[111,166],"June":[112],"2015,":[113],"we":[114,177],"compare":[117],"destinations":[119],"This":[127],"challenging":[129],"manifold":[132],"differences":[133],"between":[134,167],"active":[135],"mobility":[136],"motorized":[138],"road":[139],"users,":[140],"and,":[141],"fact":[145],"station-based":[147],"bike":[148,173,190],"sharing":[149,174,191],"services":[150],"are":[151],"stations.":[154,175],"Start":[155],"trips,":[160],"as":[161,163],"well":[162],"volumes":[165],"rely":[168],"specific":[170],"numbers":[171],"Therefore,":[176],"introduce":[178],"a":[179],"novel":[180],"spatiotemporal":[181],"assigning":[182],"procedure":[183],"for":[184,193],"areas":[185],"influence":[187],"around":[188],"static":[189],"stations":[192],"extending":[194],"available":[195],"computational":[196],"methods.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}