{"id":"https://openalex.org/W2107414416","doi":"https://doi.org/10.1140/epjds/s13688-015-0050-4","title":"Making big data work: smart, sustainable, and safe cities","display_name":"Making big data work: smart, sustainable, and safe cities","publication_year":2015,"publication_date":"2015-10-16","ids":{"openalex":"https://openalex.org/W2107414416","doi":"https://doi.org/10.1140/epjds/s13688-015-0050-4","mag":"2107414416"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-015-0050-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-015-0050-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-015-0050-4","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-015-0050-4","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048877432","display_name":"Bruno Lepri","orcid":"https://orcid.org/0000-0003-1275-2333"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Bruno Lepri","raw_affiliation_strings":["Foundation Bruno Kessler, via Sommarive, 18, Trento, 24105, Italy","Foundation Bruno Kessler, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation Bruno Kessler, via Sommarive, 18, Trento, 24105, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"Foundation Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051374361","display_name":"Fabrizio Antonelli","orcid":"https://orcid.org/0000-0002-0015-2915"},"institutions":[{"id":"https://openalex.org/I137543953","display_name":"Telecom Italia (Italy)","ror":"https://ror.org/00xmwgm53","country_code":"IT","type":"company","lineage":["https://openalex.org/I137543953"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Antonelli","raw_affiliation_strings":["Skil-Telecom Italia, via Sommarive 18, Trento, 24105, Italy","SKIL - Telecom Italia, Trento, Italy#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skil-Telecom Italia, via Sommarive 18, Trento, 24105, Italy","institution_ids":["https://openalex.org/I137543953"]},{"raw_affiliation_string":"SKIL - Telecom Italia, Trento, Italy#TAB#","institution_ids":["https://openalex.org/I137543953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110228068","display_name":"Fabio Pianesi","orcid":null},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Pianesi","raw_affiliation_strings":["Foundation Bruno Kessler, via Sommarive, 18, Trento, 24105, Italy","Foundation Bruno Kessler, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation Bruno Kessler, via Sommarive, 18, Trento, 24105, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"Foundation Bruno Kessler, Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007176508","display_name":"Alex Pentland","orcid":"https://orcid.org/0000-0002-8053-9983"},"institutions":[{"id":"https://openalex.org/I4210142372","display_name":"Human Media","ror":"https://ror.org/04072nk43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142372"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Pentland","raw_affiliation_strings":["MIT Media Lab, 20 Ames Street, Cambridge, MA, 02139, USA","MIT Media Lab, Cambridge, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Media Lab, 20 Ames Street, Cambridge, MA, 02139, USA","institution_ids":[]},{"raw_affiliation_string":"MIT Media Lab, Cambridge, USA","institution_ids":["https://openalex.org/I4210142372"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048877432"],"corresponding_institution_ids":["https://openalex.org/I2277624104"],"apc_list":{"value":1690,"currency":"USD","value_usd":1690},"apc_paid":{"value":1690,"currency":"USD","value_usd":1690},"fwci":5.0944,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.94514729,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"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":1.0,"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":1.0,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7075862884521484},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.5864425897598267},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5606477856636047},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.5251873731613159},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5250396728515625},{"id":"https://openalex.org/keywords/sustainable-city","display_name":"Sustainable city","score":0.5212093591690063},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5206855535507202},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.5162348747253418},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.472896933555603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.462473064661026},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46229809522628784},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4569880962371826},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.43977999687194824},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4307781755924225},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3207780718803406},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.289935827255249},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.28626924753189087},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.23517820239067078},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.21352577209472656},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19857469201087952},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19253727793693542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18287700414657593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16033098101615906},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.15201982855796814},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.15068766474723816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13112592697143555},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11667844653129578}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7075862884521484},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.5864425897598267},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5606477856636047},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.5251873731613159},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5250396728515625},{"id":"https://openalex.org/C2780032489","wikidata":"https://www.wikidata.org/wiki/Q652360","display_name":"Sustainable city","level":3,"score":0.5212093591690063},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5206855535507202},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.5162348747253418},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.472896933555603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.462473064661026},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46229809522628784},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4569880962371826},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.43977999687194824},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4307781755924225},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3207780718803406},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.289935827255249},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.28626924753189087},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.23517820239067078},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.21352577209472656},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19857469201087952},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19253727793693542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18287700414657593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16033098101615906},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15201982855796814},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.15068766474723816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13112592697143555},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11667844653129578},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1140/epjds/s13688-015-0050-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-015-0050-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-015-0050-4","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-015-0050-4","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-015-0050-4","pdf_url":"https://epjdatascience.springeropen.com/counter/pdf/10.1140/epjds/s13688-015-0050-4","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2107414416.pdf","grobid_xml":"https://content.openalex.org/works/W2107414416.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1503491800","https://openalex.org/W1578473173","https://openalex.org/W1807089695","https://openalex.org/W1834778655","https://openalex.org/W1882303714","https://openalex.org/W1895986871","https://openalex.org/W1970238092","https://openalex.org/W1982300822","https://openalex.org/W1983280144","https://openalex.org/W1987228002","https://openalex.org/W1994682066","https://openalex.org/W1996221647","https://openalex.org/W1998775587","https://openalex.org/W2011803588","https://openalex.org/W2024220066","https://openalex.org/W2034636363","https://openalex.org/W2055992762","https://openalex.org/W2071556570","https://openalex.org/W2088139526","https://openalex.org/W2098833441","https://openalex.org/W2099352442","https://openalex.org/W2099610463","https://openalex.org/W2110291494","https://openalex.org/W2126351352","https://openalex.org/W2128338591","https://openalex.org/W2129343844","https://openalex.org/W2137558058","https://openalex.org/W2190432600","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W3089097913","https://openalex.org/W4250285038","https://openalex.org/W4255336634","https://openalex.org/W4382367267","https://openalex.org/W4248385067","https://openalex.org/W2991407531","https://openalex.org/W2942248157","https://openalex.org/W2182835222","https://openalex.org/W2390414083","https://openalex.org/W3143011944"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,11,37,47,90],"the":[3,12,18,35,45,104],"present":[4],"thematic":[5],"series":[6],"is":[7,54],"to":[8,17,26,44,56,95],"showcase":[9],"some":[10],"most":[13],"relevant":[14],"contributions":[15],"submitted":[16],"\u2018Telecom":[19],"Italia":[20],"Big":[21],"Data":[22],"Challenge":[23],"2014\u2019":[24],"and":[25,40,49,69,73,92,102,109],"provide":[27],"a":[28,96],"discussion":[29],"venue":[30],"about":[31],"recent":[32],"advances":[33],"in":[34],"appplication":[36],"mobile":[38],"phone":[39],"social":[41],"media":[42],"data":[43],"study":[46],"individual":[48,68],"collective":[50,70],"behaviors.":[51],"Particular":[52],"attention":[53],"devoted":[55],"data-driven":[57],"studies":[58,65],"aimed":[59],"at":[60],"understanding":[61],"city":[62,97],"dynamics.":[63],"These":[64],"include:":[66],"modeling":[67],"traffic":[71,78],"patterns":[72],"automatically":[74],"identifying":[75],"areas":[76],"with":[77],"congestion,":[79],"creating":[80],"high-resolution":[81],"population":[82],"estimates":[83],"for":[84,98],"Milan":[85],"inhabitants,":[86],"clustering":[87],"urban":[88,107,110],"dynamics":[89],"migrants":[91],"visitors":[93],"traveling":[94],"business":[99],"or":[100],"tourism,":[101],"investigating":[103],"relationship":[105],"between":[106],"communication":[108],"happiness.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}