{"id":"https://openalex.org/W4396722895","doi":"https://doi.org/10.1145/3589334.3645364","title":"Data Exchange Markets via Utility Balancing","display_name":"Data Exchange Markets via Utility Balancing","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396722895","doi":"https://doi.org/10.1145/3589334.3645364"},"language":"en","primary_location":{"id":"doi:10.1145/3589334.3645364","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589334.3645364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-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/A5014414126","display_name":"Aditya Bhaskara","orcid":"https://orcid.org/0000-0001-5505-3140"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aditya Bhaskara","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, USA"],"affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039201046","display_name":"Sreenivas Gollapudi","orcid":"https://orcid.org/0000-0002-5732-3164"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sreenivas Gollapudi","raw_affiliation_strings":["Google Research, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006392819","display_name":"Sungjin Im","orcid":"https://orcid.org/0000-0001-5994-7280"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sungjin Im","raw_affiliation_strings":["University of California, Merced, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034096393","display_name":"Kostas Kollias","orcid":"https://orcid.org/0000-0003-2889-5363"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kostas Kollias","raw_affiliation_strings":["Google Research, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047351951","display_name":"Kamesh Munagala","orcid":"https://orcid.org/0000-0003-2636-9650"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamesh Munagala","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059269053","display_name":"Govind S. Sankar","orcid":"https://orcid.org/0000-0002-7443-9599"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Govind S. Sankar","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014414126"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":null,"apc_paid":null,"fwci":0.4811,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64474196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9995999932289124,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9972000122070312,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9887999892234802,"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":0.7843908071517944},{"id":"https://openalex.org/keywords/interim","display_name":"Interim","score":0.6990168690681458},{"id":"https://openalex.org/keywords/utility-maximization","display_name":"Utility maximization","score":0.6419566869735718},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5138611793518066},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5133723020553589},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.49423864483833313},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.48540863394737244},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.48228052258491516},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4479838013648987},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37943902611732483},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36490797996520996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33513426780700684},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32140612602233887},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1161029040813446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843908071517944},{"id":"https://openalex.org/C2776957806","wikidata":"https://www.wikidata.org/wiki/Q4895105","display_name":"Interim","level":2,"score":0.6990168690681458},{"id":"https://openalex.org/C2985793214","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization","level":2,"score":0.6419566869735718},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5138611793518066},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5133723020553589},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.49423864483833313},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.48540863394737244},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.48228052258491516},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4479838013648987},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37943902611732483},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36490797996520996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33513426780700684},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32140612602233887},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1161029040813446},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589334.3645364","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589334.3645364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7955306883","display_name":null,"funder_award_id":"CCF-2008688, CCF-2047288, CCF-1844939, CCF-2113798CCF-2121745,","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1977080355","https://openalex.org/W1989795702","https://openalex.org/W2030017273","https://openalex.org/W2138517781","https://openalex.org/W2150865801","https://openalex.org/W2157497706","https://openalex.org/W2167217653","https://openalex.org/W2315464424","https://openalex.org/W2563429979","https://openalex.org/W2964210282","https://openalex.org/W2982689790","https://openalex.org/W3081749234","https://openalex.org/W3084177365","https://openalex.org/W3113399950","https://openalex.org/W3182183387","https://openalex.org/W3206048862","https://openalex.org/W4234277722","https://openalex.org/W4235855427","https://openalex.org/W4242907262","https://openalex.org/W4404265369"],"related_works":["https://openalex.org/W3121521771","https://openalex.org/W2393902186","https://openalex.org/W4388998647","https://openalex.org/W2267645079","https://openalex.org/W2741533395","https://openalex.org/W4296628518","https://openalex.org/W4380149910","https://openalex.org/W2490250203","https://openalex.org/W2118922860","https://openalex.org/W3149787058"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"the":[3,32,42],"design":[4,49],"of":[5,31,44,68],"a":[6,74,103],"balanced":[7],"data-sharing":[8],"marketplace":[9,33],"for":[10,38,51,77,88],"entities":[11],"with":[12,100],"heterogeneous":[13],"datasets":[14],"and":[15,62,85,91],"machine":[16],"learning":[17],"models":[18],"that":[19],"they":[20],"seek":[21],"to":[22,35],"refine":[23],"using":[24],"data":[25,39,52],"from":[26,66],"other":[27],"agents.":[28],"The":[29],"goal":[30],"is":[34],"encourage":[36],"participation":[37],"sharing":[40,53],"in":[41],"presence":[43],"such":[45,73],"heterogeneity.":[46],"Our":[47],"market":[48,75],"approach":[50],"focuses":[54],"on":[55,102],"interim":[56],"utility":[57,65],"balance,":[58],"where":[59],"participants":[60],"contribute":[61],"receive":[63],"equitable":[64],"refinement":[67],"their":[69],"models.":[70],"We":[71,94],"present":[72],"model":[76],"which":[78],"we":[79],"study":[80],"computational":[81],"complexity,":[82],"solution":[83],"existence,":[84],"approximation":[86],"algorithms":[87],"welfare":[89],"maximization":[90],"core":[92],"stability.":[93],"finally":[95],"support":[96],"our":[97],"theoretical":[98],"insights":[99],"simulations":[101],"mean":[104],"estimation":[105],"task":[106],"inspired":[107],"by":[108],"road":[109],"traffic":[110],"delay":[111],"estimation.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
