{"id":"https://openalex.org/W7116927213","doi":"https://doi.org/10.1145/3772429.3772497","title":"Towards Compliant and Trustworthy Data Markets forDistributed AI","display_name":"Towards Compliant and Trustworthy Data Markets forDistributed AI","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7116927213","doi":"https://doi.org/10.1145/3772429.3772497"},"language":null,"primary_location":{"id":"doi:10.1145/3772429.3772497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772429.3772497","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 The Seventh International Conference on Distributed Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772429.3772497","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121067476","display_name":"Soulmaz Cheisari","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Soulmaz Cheisari","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, UK, Southampton, Hampshier, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, UK, Southampton, Hampshier, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120919660","display_name":"Jaime Osvaldo Salas","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jaime Salas","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, United Kingdom, Southampton, Hampshier, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, United Kingdom, Southampton, Hampshier, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121054045","display_name":"George Konstantindis","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"George Konstantindis","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, UK, Southampton, Hampshier, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, UK, Southampton, Hampshier, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121067476"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71740237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.18529999256134033,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.18529999256134033,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10927","display_name":"Access Control and Trust","score":0.12890000641345978,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.1266999989748001,"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/data-governance","display_name":"Data governance","score":0.7056999802589417},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.5185999870300293},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.5110999941825867},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4487000107765198},{"id":"https://openalex.org/keywords/data-protection-act-1998","display_name":"Data Protection Act 1998","score":0.39649999141693115},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.3732999861240387},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.35850000381469727},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.32519999146461487}],"concepts":[{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.7056999802589417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5378999710083008},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.5110999941825867},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4487000107765198},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4487000107765198},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3878999948501587},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.35850000381469727},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3345000147819519},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.3224000036716461},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.319599986076355},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2581999897956848},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772429.3772497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772429.3772497","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 The Seventh International Conference on Distributed Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772429.3772497","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772429.3772497","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 The Seventh International Conference on Distributed Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5864786505699158,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W617158045","https://openalex.org/W1886567659","https://openalex.org/W1981522584","https://openalex.org/W1983062003","https://openalex.org/W1985229168","https://openalex.org/W2004910511","https://openalex.org/W2023176383","https://openalex.org/W2045633722","https://openalex.org/W2095735272","https://openalex.org/W2120751691","https://openalex.org/W2124344619","https://openalex.org/W2134266749","https://openalex.org/W2135569169","https://openalex.org/W2137125422","https://openalex.org/W2257871218","https://openalex.org/W2276530525","https://openalex.org/W2295395338","https://openalex.org/W2502607288","https://openalex.org/W2588666165","https://openalex.org/W2591061043","https://openalex.org/W2615349154","https://openalex.org/W2761556840","https://openalex.org/W2768112689","https://openalex.org/W2784070037","https://openalex.org/W2792848070","https://openalex.org/W2902634493","https://openalex.org/W2905776852","https://openalex.org/W2906643419","https://openalex.org/W2912213068","https://openalex.org/W2912858382","https://openalex.org/W2969578521","https://openalex.org/W2985543011","https://openalex.org/W3006574356","https://openalex.org/W3031891208","https://openalex.org/W3046106589","https://openalex.org/W3090117266","https://openalex.org/W3107089145","https://openalex.org/W3109352657","https://openalex.org/W3128180766","https://openalex.org/W3135353679","https://openalex.org/W4226305897","https://openalex.org/W4230729265","https://openalex.org/W4233654598","https://openalex.org/W4236620284","https://openalex.org/W4251045099","https://openalex.org/W4288086187","https://openalex.org/W4292121845","https://openalex.org/W4293230547","https://openalex.org/W4294771619","https://openalex.org/W4297666443","https://openalex.org/W4385754113","https://openalex.org/W4386478611","https://openalex.org/W4389232939","https://openalex.org/W4399427531","https://openalex.org/W4409849117"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1,229],"relies":[2],"on":[3,102,165],"access":[4,20],"to":[5,42,195,244],"diverse,":[6],"high-quality":[7],"data,":[8],"yet":[9],"in":[10,127],"sensitive":[11],"domains":[12],"such":[13,132,226],"as":[14,112,227],"healthcare,":[15],"public":[16],"services,":[17],"and":[18,37,59,70,76,91,110,121,124,148,157,169,173,179,210,230,233,236,239,249],"finance,":[19],"remains":[21],"severely":[22],"constrained.":[23],"A":[24,199],"key":[25],"reason":[26],"is":[27],"the":[28,65,72,136,197,245],"dominance":[29],"of":[30,67,74,89,104,247],"rigid":[31],"compliance":[32,144,181],"mechanisms\u2014fixed":[33],"rules,":[34],"static":[35],"contracts,":[36],"manual":[38],"checks\u2014that":[39],"cannot":[40],"adapt":[41],"changing":[43],"contexts,":[44],"evolving":[45],"regulations,":[46],"or":[47],"diverse":[48],"stakeholder":[49],"needs.":[50],"These":[51,99],"inflexible":[52],"systems":[53,232],"slow":[54],"collaboration,":[55],"discourage":[56],"data":[57,68,93,105,107,113,153,211,251],"sharing,":[58],"lock":[60],"away":[61],"valuable":[62],"datasets,":[63],"exacerbating":[64],"problem":[66],"scarcity":[69],"limiting":[71],"development":[73],"ethical":[75,125],"effective":[77],"AI.":[78],"In":[79],"this":[80,205],"perspective":[81,222],"paper,":[82],"we":[83,139,219],"call":[84],"for":[85],"a":[86,161],"reimagined":[87],"architecture":[88],"compliant":[90,248],"trustworthy":[92,250],"markets":[94],"powered":[95],"by":[96],"intelligent":[97],"agents.":[98],"agents":[100],"act":[101],"behalf":[103],"providers,":[106],"consumers,":[108],"regulators,":[109],"individuals":[111],"subjects;":[114],"they":[115],"can":[116,140],"negotiate":[117],"access,":[118],"assess":[119],"trust,":[120],"enforce":[122],"legal":[123,183],"requirements":[126],"real":[128],"time.":[129],"By":[130],"embedding":[131],"capabilities":[133],"directly":[134],"into":[135],"market":[137],"infrastructure,":[138],"move":[141],"beyond":[142],"one-size-fits-all":[143],"toward":[145],"context-aware,":[146],"fine-grained,":[147],"adaptive":[149,170,180],"governance":[150,237],"that":[151,191],"makes":[152],"sharing":[154],"both":[155],"flexible":[156],"lawful.":[158],"We":[159,185],"propose":[160],"research":[162,238],"roadmap":[163],"built":[164],"four":[166],"pillars:":[167],"privacy-aware":[168],"infrastructures;":[171],"dynamic":[172],"relational":[174],"trust;":[175],"automated":[176],"multi-issue":[177],"negotiation;":[178],"with":[182],"foresight.":[184],"also":[186],"explore":[187],"our":[188,221],"evaluation":[189],"plan":[190],"will":[192],"allow":[193],"us":[194],"test":[196],"pillars.":[198],"healthcare":[200],"use":[201],"case":[202],"illustrates":[203],"how":[204,241],"approach":[206],"could":[207],"address":[208],"rigidity":[209],"scarcity,":[212],"enabling":[213],"innovation":[214],"while":[215],"protecting":[216],"rights.":[217],"Finally,":[218],"position":[220],"within":[223],"relevant":[224],"fields":[225],"artificial":[228],"multi-agent":[231],"law,":[234],"policy,":[235],"show":[240],"each":[242],"contributes":[243],"design":[246],"markets.":[252]},"counts_by_year":[],"updated_date":"2025-12-23T23:15:37.779995","created_date":"2025-12-23T00:00:00"}
