{"id":"https://openalex.org/W2962706255","doi":"https://doi.org/10.1145/3326164","title":"Efficient User Guidance for Validating Participatory Sensing Data","display_name":"Efficient User Guidance for Validating Participatory Sensing Data","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2962706255","doi":"https://doi.org/10.1145/3326164","mag":"2962706255"},"language":"en","primary_location":{"id":"doi:10.1145/3326164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3326164","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Transactions on Intelligent Systems and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/272813","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064618445","display_name":"Phan Thanh Cong","orcid":null},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Phan Thanh Cong","raw_affiliation_strings":["Griffith University, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nguyen Thanh Tam","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nguyen Thanh Tam","raw_affiliation_strings":["Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088492734","display_name":"Hongzhi Yin","orcid":"https://orcid.org/0000-0003-1395-261X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hongzhi Yin","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031485610","display_name":"Bolong Zheng","orcid":"https://orcid.org/0000-0001-8639-4570"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolong Zheng","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043963873","display_name":"Bela Stanti\u0107","orcid":"https://orcid.org/0000-0003-0475-7951"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bela Stantic","raw_affiliation_strings":["Griffith University, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051219382","display_name":"Quoc Viet Hung Nguyen","orcid":"https://orcid.org/0000-0002-9687-1315"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nguyen Quoc Viet Hung","raw_affiliation_strings":["Griffith University, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.708,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80383518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"10","issue":"4","first_page":"1","last_page":"30"},"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":0.9968000054359436,"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":0.9968000054359436,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9966999888420105,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/participatory-sensing","display_name":"Participatory sensing","score":0.8428479433059692},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7995933294296265},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6272450685501099},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5078220963478088},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49291348457336426},{"id":"https://openalex.org/keywords/citizen-science","display_name":"Citizen science","score":0.4726535379886627},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.47104811668395996},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4566686451435089},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4538690745830536},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42868903279304504},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36385637521743774},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3419637680053711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.238973468542099},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.16605612635612488},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1321428418159485},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09669139981269836}],"concepts":[{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.8428479433059692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995933294296265},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6272450685501099},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5078220963478088},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49291348457336426},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.4726535379886627},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.47104811668395996},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4566686451435089},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4538690745830536},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42868903279304504},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36385637521743774},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3419637680053711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.238973468542099},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.16605612635612488},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1321428418159485},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09669139981269836},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3326164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3326164","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Transactions on Intelligent Systems and Technology","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:272813","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/272813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"research article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/393161","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/393161","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:272813","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/272813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"research article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W88459763","https://openalex.org/W1501025848","https://openalex.org/W1501049730","https://openalex.org/W1503553952","https://openalex.org/W1973266211","https://openalex.org/W1977093441","https://openalex.org/W1988294160","https://openalex.org/W1996544809","https://openalex.org/W2026653933","https://openalex.org/W2028818097","https://openalex.org/W2041763948","https://openalex.org/W2043810700","https://openalex.org/W2046238593","https://openalex.org/W2054702422","https://openalex.org/W2063103859","https://openalex.org/W2065361536","https://openalex.org/W2074275752","https://openalex.org/W2078686663","https://openalex.org/W2086934656","https://openalex.org/W2101637528","https://openalex.org/W2108426667","https://openalex.org/W2112070477","https://openalex.org/W2112339981","https://openalex.org/W2116111642","https://openalex.org/W2119438489","https://openalex.org/W2121292043","https://openalex.org/W2127963147","https://openalex.org/W2131747629","https://openalex.org/W2139922600","https://openalex.org/W2143131337","https://openalex.org/W2145487185","https://openalex.org/W2149344554","https://openalex.org/W2151530857","https://openalex.org/W2154709738","https://openalex.org/W2155189155","https://openalex.org/W2169346729","https://openalex.org/W2243537967","https://openalex.org/W2344447357","https://openalex.org/W2444485119","https://openalex.org/W2582919740","https://openalex.org/W2604109811","https://openalex.org/W2604600148","https://openalex.org/W2604757304","https://openalex.org/W2606307670","https://openalex.org/W2611973430","https://openalex.org/W2740337323","https://openalex.org/W2747573668","https://openalex.org/W2753622858","https://openalex.org/W2760861837","https://openalex.org/W2765580447","https://openalex.org/W2767905676","https://openalex.org/W2770508868","https://openalex.org/W2772869742","https://openalex.org/W2816167430","https://openalex.org/W2899793917","https://openalex.org/W4210651582","https://openalex.org/W4234163981"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W2555391182","https://openalex.org/W2335852105","https://openalex.org/W3038471419","https://openalex.org/W2461975099","https://openalex.org/W3154445247","https://openalex.org/W2739771890","https://openalex.org/W2077002964"],"abstract_inverted_index":{"Participatory":[0],"sensing":[1,69],"has":[2],"become":[3],"a":[4,51,121,129,139,159,218,235],"new":[5],"data":[6,18,29,70,136,185,204],"collection":[7],"paradigm":[8],"that":[9,74,162],"leverages":[10],"the":[11,14,62,95,111,171,194,213,221,230],"wisdom":[12],"of":[13,64,97,120,131,164,198,217,223,234],"crowd":[15],"for":[16,150],"big":[17],"applications":[19],"without":[20],"spending":[21],"cost":[22],"to":[23,61,169,182,227],"buy":[24],"dedicated":[25],"sensors.":[26,88,105],"It":[27],"collects":[28],"from":[30,134,209],"human":[31,53],"sensors":[32,54],"by":[33,103,113,137],"using":[34],"their":[35],"own":[36],"devices":[37],"such":[38],"as":[39],"cell":[40],"phone":[41],"accelerometers,":[42],"cameras,":[43],"and":[44,57,176,196,205,229],"GPS":[45],"devices.":[46],"This":[47],"benefit":[48],"comes":[49],"with":[50,186],"drawback:":[52],"are":[55,71],"arbitrary":[56],"inherently":[58],"uncertain":[59,99],"due":[60],"lack":[63],"quality":[65],"guarantee.":[66],"Moreover,":[67],"participatory":[68,104],"time":[72,82,100,123,153,174,216],"series":[73,101,124,130,154,175],"exhibit":[75],"not":[76],"only":[77],"highly":[78],"irregular":[79],"dependencies":[80],"on":[81,118,201],"but":[83],"also":[84],"high":[85],"variance":[86],"between":[87],"To":[89],"overcome":[90],"these":[91],"limitations,":[92],"we":[93,109,127,157,192],"formulate":[94],"problem":[96,112],"validating":[98],"collected":[102],"In":[106],"this":[107],"article,":[108],"approach":[110,200],"an":[114,165,177,224],"iterative":[115],"validation":[116],"process":[117,161],"top":[119],"probabilistic":[122,173,219],"model.":[125,237],"First,":[126],"generate":[128],"probability":[132],"distributions":[133],"raw":[135],"tailoring":[138],"state-of-the-art":[140],"dynamical":[141],"model,":[142,220],"namely":[143],"<u>G</u>eneralised":[144],"<u>A</u>uto":[145],"<u>R</u>egressive":[146],"<u>C</u>onditional":[147],"<u>H</u>eteroskedasticity":[148],"(GARCH),":[149],"our":[151,199,210],"joint":[152,172],"setting.":[155],"Second,":[156],"design":[158],"feedback":[160],"consists":[163],"adaptive":[166],"aggregation":[167,225],"model":[168,181,226],"unify":[170],"efficient":[178],"user":[179],"guidance":[180,236],"validate":[183],"aggregated":[184],"minimal":[187],"effort.":[188],"Through":[189],"extensive":[190],"experimentation,":[191],"demonstrate":[193],"efficiency":[195],"effectiveness":[197],"both":[202],"real":[203],"synthetic":[206],"data.":[207],"Highlights":[208],"experiences":[211],"include":[212],"fast":[214],"running":[215],"robustness":[222],"outliers,":[228],"significant":[231],"effort":[232],"saving":[233]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}