{"id":"https://openalex.org/W2794732446","doi":"https://doi.org/10.1109/jiot.2018.2819706","title":"Profit Maximization Mechanism and Data Management for Data Analytics Services","display_name":"Profit Maximization Mechanism and Data Management for Data Analytics Services","publication_year":2018,"publication_date":"2018-03-27","ids":{"openalex":"https://openalex.org/W2794732446","doi":"https://doi.org/10.1109/jiot.2018.2819706","mag":"2794732446"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2819706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2819706","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5015260108","display_name":"Yutao Jiao","orcid":"https://orcid.org/0000-0001-8794-6330"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yutao Jiao","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8794-6330","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338634","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0002-1599-5480"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1599-5480","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080935585","display_name":"Shaohan Feng","orcid":"https://orcid.org/0000-0002-8193-466X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shaohan Feng","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8193-466X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":15.3019,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.98942014,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"5","issue":"3","first_page":"2001","last_page":"2014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7603706121444702},{"id":"https://openalex.org/keywords/profit-maximization","display_name":"Profit maximization","score":0.7053205966949463},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6071535348892212},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5363157391548157},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.476802796125412},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.44409289956092834},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.426194965839386},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.41335758566856384},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41157686710357666},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.37654656171798706},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30548346042633057},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.29503631591796875},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20439600944519043},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17879271507263184},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10300871729850769},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08389022946357727},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.08285665512084961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603706121444702},{"id":"https://openalex.org/C2777780509","wikidata":"https://www.wikidata.org/wiki/Q1377422","display_name":"Profit maximization","level":3,"score":0.7053205966949463},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6071535348892212},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5363157391548157},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.476802796125412},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.44409289956092834},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.426194965839386},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.41335758566856384},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41157686710357666},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.37654656171798706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30548346042633057},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.29503631591796875},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20439600944519043},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17879271507263184},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10300871729850769},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08389022946357727},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.08285665512084961}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2018.2819706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2819706","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1509966554","https://openalex.org/W1570448133","https://openalex.org/W1988580225","https://openalex.org/W1992795012","https://openalex.org/W2000132155","https://openalex.org/W2001619934","https://openalex.org/W2024922353","https://openalex.org/W2029050771","https://openalex.org/W2032596903","https://openalex.org/W2036585776","https://openalex.org/W2057831792","https://openalex.org/W2068728923","https://openalex.org/W2081208174","https://openalex.org/W2089221846","https://openalex.org/W2092003045","https://openalex.org/W2133757074","https://openalex.org/W2139902204","https://openalex.org/W2145287260","https://openalex.org/W2150769028","https://openalex.org/W2161336914","https://openalex.org/W2165698076","https://openalex.org/W2166856083","https://openalex.org/W2169471158","https://openalex.org/W2199385070","https://openalex.org/W2216069195","https://openalex.org/W2258723440","https://openalex.org/W2289113545","https://openalex.org/W2292770283","https://openalex.org/W2312739872","https://openalex.org/W2326871387","https://openalex.org/W2342548755","https://openalex.org/W2414352071","https://openalex.org/W2438328984","https://openalex.org/W2508573783","https://openalex.org/W2516249551","https://openalex.org/W2522515518","https://openalex.org/W2523812888","https://openalex.org/W2525508973","https://openalex.org/W2580589488","https://openalex.org/W2594477028","https://openalex.org/W2594557668","https://openalex.org/W2957617864","https://openalex.org/W3100259024","https://openalex.org/W3103634041","https://openalex.org/W4205949215","https://openalex.org/W6630649318","https://openalex.org/W6715730013"],"related_works":["https://openalex.org/W4360981427","https://openalex.org/W3081133439","https://openalex.org/W4385985500","https://openalex.org/W4386246791","https://openalex.org/W2945537679","https://openalex.org/W3211701140","https://openalex.org/W2952280724","https://openalex.org/W2344028705","https://openalex.org/W2133103607","https://openalex.org/W3148498243"],"abstract_inverted_index":{"With":[0],"the":[1,54,68,72,85,90,96,111,117,148,179,203,212],"advancement":[2],"and":[3,16,26,58,65,83,103,120,135,162,171,198,207],"emergence":[4],"of":[5,14,20,92,98,113],"new":[6],"network":[7],"services,":[8,108,157],"such":[9],"as":[10,132],"social":[11],"network,":[12],"Internet":[13],"Things,":[15],"crowd-sensing,":[17],"large":[18],"volume":[19],"diverse":[21],"data":[22,33,59,62,80,86,93,99,114,127,155,169,195,213],"is":[23,159],"collected,":[24],"shared,":[25],"leveraged":[27],"to":[28,142,177],"develop":[29],"analytics":[30,34,63,128,156,214],"services.":[31],"The":[32,126,165],"service":[35,118,167,172,215],"has":[36],"become":[37],"a":[38,79,122],"key":[39],"commodity":[40],"that":[41,115,193],"can":[42],"be":[43],"traded":[44],"among":[45],"various":[46],"economic":[47],"entities.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52,109,146],"address":[53],"optimal":[55,166],"pricing":[56,199],"mechanisms":[57],"management":[60],"for":[61,211],"services":[64,70,129],"further":[66],"discuss":[67],"perishable":[69,107],"in":[71,153],"time":[73],"varying":[74],"environment.":[75],"We":[76],"first":[77],"propose":[78],"market":[81,196],"model":[82,197],"define":[84],"utility":[87],"based":[88],"on":[89,95,189],"impact":[91],"size":[94],"performance":[97],"analytics,":[100],"e.g.,":[101],"prediction":[102],"verification":[104],"accuracy.":[105],"For":[106],"study":[110],"perishability":[112],"affects":[116],"quality":[119,123],"provide":[121,208],"decay":[124],"function.":[125],"are":[130,175],"considered":[131],"digital":[133],"goods":[134],"uniquely":[136],"characterized":[137],"by":[138],"\u201cunlimited":[139],"supply\u201d":[140],"compared":[141],"conventional":[143],"goods.":[144],"Therefore,":[145],"apply":[147],"Bayesian":[149],"profit":[150,180,204],"maximization":[151,205],"mechanism":[152,200],"selling":[154],"which":[158],"truthful,":[160],"rational,":[161],"computationally":[163],"efficient.":[164],"price,":[168],"amount,":[170],"update":[173],"interval":[174],"obtained":[176],"maximize":[178],"under":[181],"different":[182],"customer's":[183],"valuation":[184],"distributions.":[185],"Finally,":[186],"experimental":[187],"results":[188],"realworld":[190],"datasets":[191],"show":[192],"our":[194],"effectively":[201],"solve":[202],"problem":[206],"useful":[209],"strategies":[210],"provider.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":17}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
