{"id":"https://openalex.org/W2952554198","doi":"https://doi.org/10.1007/978-3-030-21741-9_12","title":"Massive-Scale Models of Urban Infrastructure and Populations","display_name":"Massive-Scale Models of Urban Infrastructure and Populations","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2952554198","doi":"https://doi.org/10.1007/978-3-030-21741-9_12","mag":"2952554198"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21741-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21741-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5045643752","display_name":"Daniel Baeder","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel Baeder","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086939278","display_name":"E. Christensen","orcid":"https://orcid.org/0000-0002-1236-2696"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Christensen","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052606545","display_name":"Anhvinh Doanvo","orcid":"https://orcid.org/0000-0003-0924-2287"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anhvinh Doanvo","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052588874","display_name":"Andrew Han","orcid":"https://orcid.org/0000-0002-9283-3725"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Han","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091201522","display_name":"Ben Intoy","orcid":"https://orcid.org/0000-0003-3431-5310"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben F. M. Intoy","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0003-3431-5310","affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085423510","display_name":"Steven J. Hardy","orcid":"https://orcid.org/0000-0002-0491-4980"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Hardy","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074391665","display_name":"Zachary Humayun","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary Humayun","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091602544","display_name":"Melissa Kain","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Kain","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082021190","display_name":"Kevin Liberman","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Liberman","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046553071","display_name":"Adrian Myers","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adrian Myers","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076121201","display_name":"Meera Patel","orcid":"https://orcid.org/0000-0002-3977-480X"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meera Patel","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110508832","display_name":"William J. Porter","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William J. Porter","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002512546","display_name":"Lenny Ramos","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lenny Ramos","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102302223","display_name":"Michelle Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Shen","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078058893","display_name":"Lance Sparks","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance Sparks","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083041205","display_name":"Allan Toriel","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allan Toriel","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004028718","display_name":"Benjamin C. Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Wu","raw_affiliation_strings":["Deloitte Consulting LLP, Arlington, Virginia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deloitte Consulting LLP, Arlington, Virginia, USA","institution_ids":["https://openalex.org/I145325580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5045643752"],"corresponding_institution_ids":["https://openalex.org/I145325580"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06870748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"122"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9865999817848206,"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":0.9836000204086304,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.8493551015853882},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.803267240524292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7691224217414856},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6689229011535645},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5576140880584717},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3266074061393738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15543219447135925},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1273963451385498},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11854732036590576}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8493551015853882},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.803267240524292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7691224217414856},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6689229011535645},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5576140880584717},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3266074061393738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15543219447135925},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1273963451385498},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11854732036590576}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-21741-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21741-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1526359699","https://openalex.org/W1673310716","https://openalex.org/W2005551376","https://openalex.org/W2018259456","https://openalex.org/W2025546535","https://openalex.org/W2102331304","https://openalex.org/W2151400766","https://openalex.org/W2152374007","https://openalex.org/W2492979475","https://openalex.org/W2617955281","https://openalex.org/W3104790740","https://openalex.org/W4251986490","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2004086023","https://openalex.org/W4367313141","https://openalex.org/W2733999579","https://openalex.org/W2910751785","https://openalex.org/W3048452028","https://openalex.org/W3118689035","https://openalex.org/W2553922746","https://openalex.org/W4254461103","https://openalex.org/W4379390828"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}