{"id":"https://openalex.org/W3145740377","doi":"https://doi.org/10.14778/3447689.3447700","title":"Dealer","display_name":"Dealer","publication_year":2021,"publication_date":"2021-02-01","ids":{"openalex":"https://openalex.org/W3145740377","doi":"https://doi.org/10.14778/3447689.3447700","mag":"3145740377"},"language":"en","primary_location":{"id":"doi:10.14778/3447689.3447700","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3447689.3447700","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","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/A5019369952","display_name":"Jinfei Liu","orcid":"https://orcid.org/0000-0003-2921-2827"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinfei Liu","raw_affiliation_strings":["Renmin University of China","Zhejiang University"],"affiliations":[{"raw_affiliation_string":"Renmin University of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041918034","display_name":"Jian Lou","orcid":"https://orcid.org/0000-0002-4110-2068"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Lou","raw_affiliation_strings":["Emory University"],"affiliations":[{"raw_affiliation_string":"Emory University","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001994497","display_name":"Junxu Liu","orcid":"https://orcid.org/0009-0000-7990-3824"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxu Liu","raw_affiliation_strings":["Renmin University of China","Zhejiang University"],"affiliations":[{"raw_affiliation_string":"Renmin University of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078394535","display_name":"Li Xiong","orcid":"https://orcid.org/0000-0001-7354-0428"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Xiong","raw_affiliation_strings":["Emory University"],"affiliations":[{"raw_affiliation_string":"Emory University","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062247330","display_name":"Jian Pei","orcid":"https://orcid.org/0000-0002-2200-8711"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jian Pei","raw_affiliation_strings":["Simon Fraser University"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084279065","display_name":"Jimeng Sun","orcid":"https://orcid.org/0000-0003-1512-6426"},"institutions":[{"id":"https://openalex.org/I308392441","display_name":"International University of the Caribbean","ror":"https://ror.org/02rv57d03","country_code":"JM","type":"education","lineage":["https://openalex.org/I308392441"]}],"countries":["JM"],"is_corresponding":false,"raw_author_name":"Jimeng Sun","raw_affiliation_strings":["UIUC"],"affiliations":[{"raw_affiliation_string":"UIUC","institution_ids":["https://openalex.org/I308392441"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019369952"],"corresponding_institution_ids":["https://openalex.org/I76130692","https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":6.1593,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.96920474,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"14","issue":"6","first_page":"957","last_page":"969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T11182","display_name":"Auction Theory and Applications","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9815999865531921,"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/sensitivity","display_name":"Sensitivity (control systems)","score":0.6806902289390564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5698316097259521},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5604164004325867},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5059825778007507},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.44926121830940247},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.42645642161369324},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4241771697998047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3580189347267151},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3262001872062683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.295177161693573},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2184203565120697}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6806902289390564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5698316097259521},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5604164004325867},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5059825778007507},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.44926121830940247},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.42645642161369324},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4241771697998047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3580189347267151},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3262001872062683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.295177161693573},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2184203565120697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3447689.3447700","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3447689.3447700","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1550473992","https://openalex.org/W1562353621","https://openalex.org/W1873763122","https://openalex.org/W1989291641","https://openalex.org/W2027595342","https://openalex.org/W2041713933","https://openalex.org/W2069134712","https://openalex.org/W2073231946","https://openalex.org/W2080217302","https://openalex.org/W2090865599","https://openalex.org/W2119874464","https://openalex.org/W2157497706","https://openalex.org/W2168402580","https://openalex.org/W2171428093","https://openalex.org/W2272515049","https://openalex.org/W2293940046","https://openalex.org/W2436401953","https://openalex.org/W2769835638","https://openalex.org/W2924181074","https://openalex.org/W2932329902","https://openalex.org/W2939984132","https://openalex.org/W2948055046","https://openalex.org/W2948176562","https://openalex.org/W2949574275","https://openalex.org/W2950785229","https://openalex.org/W2964210282","https://openalex.org/W2970773487","https://openalex.org/W2982689790","https://openalex.org/W3113399950","https://openalex.org/W3120740533","https://openalex.org/W4205228770","https://openalex.org/W4300576158","https://openalex.org/W6722226382","https://openalex.org/W6787460901"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2571704763","https://openalex.org/W1751413323","https://openalex.org/W3206394311"],"abstract_inverted_index":{"Data-driven":[0],"machine":[1,9,23],"learning":[2,10,24],"has":[3],"become":[4],"ubiquitous.":[5],"A":[6],"marketplace":[7,34],"for":[8,84,121,135,169],"models":[11,88,101],"connects":[12],"data":[13,33,69,123],"owners":[14],"and":[15,18,36,73,96,129,132,144,150,172,175,188,196,200],"model":[16,74,137,170,173],"buyers,":[17],"can":[19,79],"dramatically":[20],"facilitate":[21],"data-driven":[22],"applications.":[25],"In":[26],"this":[27],"paper,":[28],"we":[29,117,164],"take":[30],"a":[31,85,98,107],"formal":[32],"perspective":[35],"propose":[37,118,176],"the":[38,63,80,91,115,156,162,184,192,198,203],"first":[39],"en&lt;u&gt;":[40],"D":[41],"&lt;/u&gt;-to-end":[42],"mod":[43],"&lt;u&gt;e&lt;/u&gt;":[44,53],"l":[45],"m":[46],"&lt;u&gt;a&lt;/u&gt;":[47],"rketp":[48],"&lt;u&gt;l&lt;/u&gt;":[49],"ace":[50],"with":[51,93,102],"diff":[52],"rential":[54],"p":[55],"&lt;u&gt;r&lt;/u&gt;":[56],"ivacy":[57],"(":[58],"Dealer":[59,195],")":[60],"towards":[61],"answering":[62],"following":[64],"questions:":[65],"How":[66,78],"to":[67,89,110],"formulate":[68,165],"owners'":[70],"compensation":[71,119],"functions":[72],"buyers'":[75],"price":[76,133],"functions?":[77],"broker":[81],"determine":[82],"prices":[83],"set":[86,99],"of":[87,100,158,194,202],"maximize":[90],"revenue":[92],"arbitrage-free":[94],"guarantee,":[95],"train":[97],"maximum":[103],"Shapley":[104,127,141],"coverage":[105,142],"given":[106],"manufacturing":[108],"budget":[109],"remain":[111],"competitive":[112],"?":[113],"For":[114,161],"former,":[116],"function":[120,134],"each":[122,136],"owner":[124],"based":[125,139],"on":[126,140,183],"value":[128],"privacy":[130,148],"sensitivity,":[131],"buyer":[138],"sensitivity":[143,149,152],"noise":[145,151],"sensitivity.":[146],"Both":[147],"are":[153],"measured":[154],"by":[155],"level":[157],"differential":[159],"privacy.":[160],"latter,":[163],"two":[166],"optimization":[167],"problems":[168],"pricing":[171],"training,":[174],"efficient":[177],"dynamic":[178],"programming":[179],"algorithms.":[180,205],"Experiment":[181],"results":[182],"real":[185],"chess":[186],"dataset":[187],"synthetic":[189],"datasets":[190],"justify":[191],"design":[193],"verify":[197],"efficiency":[199],"effectiveness":[201],"proposed":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2021-04-13T00:00:00"}
