{"id":"https://openalex.org/W2408151660","doi":"https://doi.org/10.1109/tits.2015.2496783","title":"Data-Driven Transit Network Design From Mobile Phone Trajectories","display_name":"Data-Driven Transit Network Design From Mobile Phone Trajectories","publication_year":2016,"publication_date":"2016-05-18","ids":{"openalex":"https://openalex.org/W2408151660","doi":"https://doi.org/10.1109/tits.2015.2496783","mag":"2408151660"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2015.2496783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2015.2496783","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5036237095","display_name":"Fabio Pinelli","orcid":"https://orcid.org/0000-0003-1058-6917"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Fabio Pinelli","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103180625","display_name":"Rahul Nair","orcid":"https://orcid.org/0000-0003-4719-743X"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Rahul Nair","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082393646","display_name":"Francesco Calabrese","orcid":"https://orcid.org/0009-0008-4706-1499"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Francesco Calabrese","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031000631","display_name":"Michele Berlingerio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Michele Berlingerio","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111586036","display_name":"Giusy Di Lorenzo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Giusy Di Lorenzo","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047333523","display_name":"Marco Luca Sbodio","orcid":"https://orcid.org/0009-0002-5255-7698"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Marco Luca Sbodio","raw_affiliation_strings":["IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036237095"],"corresponding_institution_ids":["https://openalex.org/I4210145784"],"apc_list":null,"apc_paid":null,"fwci":20.0694,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.98969946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"1724","last_page":"1733"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9943000078201294,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.7385491728782654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6480253338813782},{"id":"https://openalex.org/keywords/gsm-services","display_name":"GSM services","score":0.5488357543945312},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5238352417945862},{"id":"https://openalex.org/keywords/mobile-phone-tracking","display_name":"Mobile phone tracking","score":0.5005128383636475},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.49039769172668457},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4565533995628357},{"id":"https://openalex.org/keywords/transit","display_name":"Transit (satellite)","score":0.4425108730792999},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.44095703959465027},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.43529215455055237},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3663236200809479},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28493496775627136},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2750091552734375},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.2706172466278076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24913084506988525},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19486212730407715}],"concepts":[{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.7385491728782654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480253338813782},{"id":"https://openalex.org/C205789325","wikidata":"https://www.wikidata.org/wiki/Q15811187","display_name":"GSM services","level":4,"score":0.5488357543945312},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5238352417945862},{"id":"https://openalex.org/C155598946","wikidata":"https://www.wikidata.org/wiki/Q1486969","display_name":"Mobile phone tracking","level":5,"score":0.5005128383636475},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.49039769172668457},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4565533995628357},{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.4425108730792999},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.44095703959465027},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.43529215455055237},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3663236200809479},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28493496775627136},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2750091552734375},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.2706172466278076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24913084506988525},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19486212730407715},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2015.2496783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2015.2496783","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W29558465","https://openalex.org/W1515773341","https://openalex.org/W1976898311","https://openalex.org/W1977730332","https://openalex.org/W1982300822","https://openalex.org/W1990898695","https://openalex.org/W1993593922","https://openalex.org/W1997070303","https://openalex.org/W1998797494","https://openalex.org/W1999432478","https://openalex.org/W2010131186","https://openalex.org/W2012580531","https://openalex.org/W2016880844","https://openalex.org/W2018619682","https://openalex.org/W2029887230","https://openalex.org/W2034158924","https://openalex.org/W2039518099","https://openalex.org/W2044084657","https://openalex.org/W2048856070","https://openalex.org/W2062363204","https://openalex.org/W2087246061","https://openalex.org/W2097699073","https://openalex.org/W2100378013","https://openalex.org/W2106558516","https://openalex.org/W2129173552","https://openalex.org/W2130054276","https://openalex.org/W2132177526","https://openalex.org/W2147694185","https://openalex.org/W2148531621","https://openalex.org/W2152204876","https://openalex.org/W2157521848","https://openalex.org/W2168903146","https://openalex.org/W2169440812","https://openalex.org/W2170392562","https://openalex.org/W6679232681","https://openalex.org/W6682094280","https://openalex.org/W6683175271"],"related_works":["https://openalex.org/W3188237078","https://openalex.org/W2168901281","https://openalex.org/W2064730158","https://openalex.org/W1969927877","https://openalex.org/W2153308567","https://openalex.org/W191218277","https://openalex.org/W1940917312","https://openalex.org/W2151742675","https://openalex.org/W2046852935","https://openalex.org/W1983781544"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,13,116,132],"data-driven":[4],"method":[5,59,79],"for":[6,34,103],"transit":[7,35,54],"network":[8,55,72,117],"design":[9],"that":[10,123],"relies":[11],"on":[12],"large":[14],"sample":[15],"of":[16,53,68,85,121,151,155],"user":[17],"location":[18,91],"data":[19,27,62,73,92,129],"available":[20],"from":[21,44,87,130,139],"mobile":[22,45,70,89,134],"phone":[23,46,71,90,135],"telecommunication":[24],"networks.":[25],"Such":[26],"provide":[28,147],"opportunistic":[29],"sensing":[30],"and":[31,74,93,107],"the":[32,57,65,140],"means":[33],"operators":[36],"to":[37,50,96,114,146],"match":[38],"supply":[39],"with":[40],"mobility":[41,75],"demand":[42],"inferred":[43],"locations.":[47],"In":[48],"contrast":[49],"previous":[51],"methods":[52],"design,":[56],"proposed":[58],"is":[60],"entirely":[61],"driven,":[63],"leveraging":[64],"large-sample":[66],"properties":[67],"disaggregate":[69],"pattern":[76],"mining.":[77],"The":[78],"works":[80],"by":[81],"deriving":[82],"frequent":[83],"patterns":[84],"movements":[86],"anonymized":[88],"merging":[94],"them":[95],"generate":[97],"candidate":[98],"route":[99,105],"designs.":[100],"Additional":[101],"routines":[102],"optimal":[104],"selection":[106],"service":[108],"frequency":[109],"setting":[110],"are":[111],"then":[112],"employed":[113],"select":[115],"configuration":[118],"made":[119],"up":[120],"routes":[122],"maximizes":[124],"systemwide":[125],"traveler":[126],"utility.":[127],"Using":[128],"half":[131],"million":[133],"users":[136],"in":[137,153],"Abidjan":[138],"telco":[141],"operator":[142],"Orange,":[143],"we":[144],"demonstrated":[145],"resource-neutral":[148],"system":[149],"improvement":[150],"27%":[152],"terms":[154],"end-user":[156],"journey":[157],"times.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}
