{"id":"https://openalex.org/W2355706562","doi":"https://doi.org/10.1109/tpds.2016.2565480","title":"Trajectory Pattern Mining for Urban Computing in the Cloud","display_name":"Trajectory Pattern Mining for Urban Computing in the Cloud","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2355706562","doi":"https://doi.org/10.1109/tpds.2016.2565480","mag":"2355706562"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2565480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2565480","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed 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/A5004880357","display_name":"Albino Altomare","orcid":null},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Albino Altomare","raw_affiliation_strings":["Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055163091","display_name":"Eugenio Cesario","orcid":"https://orcid.org/0000-0002-4987-0459"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eugenio Cesario","raw_affiliation_strings":["Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077504436","display_name":"Carmela Comito","orcid":"https://orcid.org/0000-0001-9116-4323"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmela Comito","raw_affiliation_strings":["Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing and Networks (ICAR-CNR), Via P. Bucci, 7/11 C, Rende, (CS), Italy","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084175921","display_name":"Fabrizio Marozzo","orcid":"https://orcid.org/0000-0001-7887-1314"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Marozzo","raw_affiliation_strings":["DIMES Department, University of Calabria, Rende, (CS), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIMES Department, University of Calabria, Rende, (CS), Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028177734","display_name":"Domenico Talia","orcid":"https://orcid.org/0000-0003-1910-9236"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Talia","raw_affiliation_strings":["DIMES Department, University of Calabria, Rende, (CS), Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIMES Department, University of Calabria, Rende, (CS), Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2513,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94926311,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8713222742080688},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8556646704673767},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7798324823379517},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7732473015785217},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.742994487285614},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.7288171052932739},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6643106341362},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6201845407485962},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5295206904411316},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.523848295211792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4933094084262848},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.43086540699005127},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39633190631866455},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3781915009021759},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32952892780303955},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2768787741661072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14267030358314514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12313959002494812},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11576488614082336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8713222742080688},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8556646704673767},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7798324823379517},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7732473015785217},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.742994487285614},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.7288171052932739},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6643106341362},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6201845407485962},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5295206904411316},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.523848295211792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4933094084262848},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.43086540699005127},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39633190631866455},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3781915009021759},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32952892780303955},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2768787741661072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14267030358314514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12313959002494812},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11576488614082336},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2016.2565480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2565480","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1506285740","https://openalex.org/W1673310716","https://openalex.org/W1744029426","https://openalex.org/W1993463268","https://openalex.org/W1995517978","https://openalex.org/W2003539563","https://openalex.org/W2004297022","https://openalex.org/W2012580531","https://openalex.org/W2031674781","https://openalex.org/W2075364600","https://openalex.org/W2103857177","https://openalex.org/W2112738128","https://openalex.org/W2115639613","https://openalex.org/W2117742206","https://openalex.org/W2126194848","https://openalex.org/W2157270747","https://openalex.org/W2172041433","https://openalex.org/W2562836854","https://openalex.org/W6630198464","https://openalex.org/W6637131181","https://openalex.org/W7044326255"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2274254580","https://openalex.org/W4200184607","https://openalex.org/W2508503355","https://openalex.org/W4206291213","https://openalex.org/W4287605407","https://openalex.org/W3114771222","https://openalex.org/W3097243301","https://openalex.org/W3025560445","https://openalex.org/W4385451292"],"abstract_inverted_index":{"The":[0,121],"increasing":[1],"pervasiveness":[2],"of":[3,10,23,26,31,78,119,133,159],"mobile":[4],"devices":[5],"along":[6],"with":[7],"the":[8,21,127,137,140,148],"use":[9],"technologies":[11],"like":[12],"GPS,":[13],"Wifi":[14],"networks,":[15],"RFID,":[16],"and":[17,39,71,93,111,130,164],"sensors,":[18],"allows":[19],"for":[20,90],"collections":[22],"large":[24,131],"amounts":[25],"movement":[27],"data.":[28],"This":[29,83],"amount":[30],"data":[32,134],"can":[33,43,57],"be":[34,44],"analyzed":[35],"to":[36,47,66,116,126],"extract":[37],"descriptive":[38],"predictive":[40],"models":[41],"that":[42],"properly":[45],"exploited":[46],"improve":[48],"urban":[49],"life.":[50],"From":[51],"a":[52,79,86,99,154],"technological":[53],"viewpoint,":[54],"Cloud":[55,155],"computing":[56],"play":[58],"an":[59],"essential":[60],"role":[61],"by":[62,76,153],"helping":[63],"city":[64],"administrators":[65],"quickly":[67],"acquire":[68],"new":[69],"capabilities":[70],"reducing":[72],"initial":[73],"capital":[74],"costs":[75],"means":[77],"comprehensive":[80],"pay-as-you-go":[81],"solution.":[82],"paper":[84],"presents":[85],"workflow-based":[87],"parallel":[88],"approach":[89],"discovering":[91],"patterns":[92],"rules":[94],"from":[95,147],"trajectory":[96,113,141],"data,":[97,114],"in":[98,136,157],"Cloud-based":[100],"framework.":[101],"Experimental":[102],"evaluation":[103],"has":[104],"been":[105],"carried":[106],"out":[107],"on":[108],"both":[109,160],"real-world":[110],"synthetic":[112],"up":[115],"one":[117],"million":[118],"trajectories.":[120],"results":[122],"show":[123],"that,":[124],"due":[125],"high":[128],"complexity":[129],"volumes":[132],"involved":[135],"application":[138],"scenario,":[139],"pattern":[142],"mining":[143],"process":[144],"takes":[145],"advantage":[146],"scalable":[149],"execution":[150,161],"environment":[151],"offered":[152],"architecture":[156],"terms":[158],"time,":[162],"speed-up":[163],"scale-up.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
