{"id":"https://openalex.org/W3197677318","doi":"https://doi.org/10.1145/3484622.3484626","title":"A Survey on Big Data Processing Frameworks for Mobility Analytics","display_name":"A Survey on Big Data Processing Frameworks for Mobility Analytics","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3197677318","doi":"https://doi.org/10.1145/3484622.3484626","mag":"3197677318"},"language":"en","primary_location":{"id":"doi:10.1145/3484622.3484626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3484622.3484626","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/6792404","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033084721","display_name":"Christos Doulkeridis","orcid":"https://orcid.org/0000-0002-3219-0510"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Christos Doulkeridis","raw_affiliation_strings":["University of Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000474293","display_name":"Akrivi Vlachou","orcid":"https://orcid.org/0000-0002-1961-9167"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Akrivi Vlachou","raw_affiliation_strings":["University of the Aegean, Greece"],"affiliations":[{"raw_affiliation_string":"University of the Aegean, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063577090","display_name":"Nikos Pelekis","orcid":"https://orcid.org/0000-0001-7205-5703"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Pelekis","raw_affiliation_strings":["University of Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018268830","display_name":"Yannis Theodoridis","orcid":"https://orcid.org/0000-0003-2589-7881"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yannis Theodoridis","raw_affiliation_strings":["University of Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033084721"],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":2.3085,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.892222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"50","issue":"2","first_page":"18","last_page":"29"},"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":0.9932000041007996,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9929999709129333,"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":0.8428080081939697},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7543972730636597},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7093232274055481},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6428830027580261},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6007516384124756},{"id":"https://openalex.org/keywords/facilitator","display_name":"Facilitator","score":0.5871956944465637},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5062121748924255},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.45671477913856506},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44141411781311035},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.28166890144348145},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20470216870307922},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10336393117904663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8428080081939697},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7543972730636597},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7093232274055481},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6428830027580261},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6007516384124756},{"id":"https://openalex.org/C2776831358","wikidata":"https://www.wikidata.org/wiki/Q1150166","display_name":"Facilitator","level":2,"score":0.5871956944465637},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5062121748924255},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.45671477913856506},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44141411781311035},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.28166890144348145},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20470216870307922},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10336393117904663},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3484622.3484626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3484622.3484626","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:6792404","is_oa":true,"landing_page_url":"https://zenodo.org/record/6792404","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGMOD Record 50(2)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:6792404","is_oa":true,"landing_page_url":"https://zenodo.org/record/6792404","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGMOD Record 50(2)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1505133516","https://openalex.org/W1515732156","https://openalex.org/W1568832590","https://openalex.org/W1649434464","https://openalex.org/W1968587440","https://openalex.org/W1975675849","https://openalex.org/W1979919780","https://openalex.org/W1993997820","https://openalex.org/W2041500280","https://openalex.org/W2044105912","https://openalex.org/W2049003051","https://openalex.org/W2080731889","https://openalex.org/W2084568010","https://openalex.org/W2115583184","https://openalex.org/W2125775320","https://openalex.org/W2128541774","https://openalex.org/W2131975293","https://openalex.org/W2154138844","https://openalex.org/W2154879298","https://openalex.org/W2197411628","https://openalex.org/W2266931272","https://openalex.org/W2280230190","https://openalex.org/W2427751400","https://openalex.org/W2436533802","https://openalex.org/W2532718380","https://openalex.org/W2542459869","https://openalex.org/W2548613432","https://openalex.org/W2562729256","https://openalex.org/W2566979091","https://openalex.org/W2567630118","https://openalex.org/W2593167524","https://openalex.org/W2604497904","https://openalex.org/W2612529667","https://openalex.org/W2614354041","https://openalex.org/W2751474462","https://openalex.org/W2751694342","https://openalex.org/W2751755395","https://openalex.org/W2768531189","https://openalex.org/W2778188427","https://openalex.org/W2795402696","https://openalex.org/W2798903611","https://openalex.org/W2799108498","https://openalex.org/W2799180173","https://openalex.org/W2800277550","https://openalex.org/W2882790908","https://openalex.org/W2883235094","https://openalex.org/W2897711619","https://openalex.org/W2907216425","https://openalex.org/W2911262853","https://openalex.org/W2913854892","https://openalex.org/W2921130045","https://openalex.org/W2943694682","https://openalex.org/W2951096868","https://openalex.org/W2954887489","https://openalex.org/W2955769069","https://openalex.org/W2964273806","https://openalex.org/W2980426598","https://openalex.org/W3046788011","https://openalex.org/W3048119833","https://openalex.org/W3048256278","https://openalex.org/W3080791821","https://openalex.org/W3081568956","https://openalex.org/W3081786030","https://openalex.org/W3108728991","https://openalex.org/W3112327940","https://openalex.org/W3123846402","https://openalex.org/W3127702833","https://openalex.org/W6630817156","https://openalex.org/W6751201329","https://openalex.org/W6782000827"],"related_works":["https://openalex.org/W2625749796","https://openalex.org/W4226266853","https://openalex.org/W4245701730","https://openalex.org/W4210252074","https://openalex.org/W2511794504","https://openalex.org/W3092201768","https://openalex.org/W2911648135","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2794907032"],"abstract_inverted_index":{"In":[0,96],"the":[1,8,40,80],"current":[2],"era":[3],"of":[4,11,42,67,106],"big":[5,43,68],"spatial":[6,51],"data,":[7],"vast":[9],"amount":[10],"produced":[12],"mobility":[13,28,35,73,114],"data":[14,44,69,94,115],"(by":[15],"sensors,":[16],"GPS-equipped":[17],"devices,":[18],"surveillance":[19],"networks,":[20],"radars,":[21],"etc.)":[22],"poses":[23],"new":[24],"challenges":[25],"related":[26],"to":[27],"analytics.":[29,74,118],"A":[30],"cornerstone":[31],"facilitator":[32],"for":[33,50,72,89,112],"performing":[34],"analytics":[36],"at":[37],"scale":[38],"is":[39,77],"availability":[41],"processing":[45,70,86],"frameworks":[46,71],"and":[47,52,92,109,117],"techniques":[48,111],"tailored":[49],"spatio-temporal":[53],"data.":[54],"Motivated":[55],"by":[56],"this":[57,61,97,99],"pressing":[58],"need,":[59],"in":[60],"paper,":[62],"we":[63],"provide":[64],"a":[65,103],"survey":[66],"Particular":[75],"focus":[76],"put":[78],"on":[79],"underlying":[81],"techniques;":[82],"indexing,":[83],"partitioning,":[84],"query":[85],"are":[87],"essential":[88],"enabling":[90],"efficient":[91],"scalable":[93,113],"management.":[95],"way,":[98],"report":[100],"serves":[101],"as":[102],"useful":[104],"guide":[105],"state-of-the-art":[107],"methods":[108],"modern":[110],"management":[116]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
