{"id":"https://openalex.org/W4399390474","doi":"https://doi.org/10.3233/faia240182","title":"Assisting Users in Privacy Conflicts with Partially Observable Multi-Agent Reinforcement Learning","display_name":"Assisting Users in Privacy Conflicts with Partially Observable Multi-Agent Reinforcement Learning","publication_year":2024,"publication_date":"2024-06-05","ids":{"openalex":"https://openalex.org/W4399390474","doi":"https://doi.org/10.3233/faia240182"},"language":"en","primary_location":{"id":"doi:10.3233/faia240182","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240182","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240182","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240182","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063547108","display_name":"H\u00fcseyin Ayd\u0131n","orcid":"https://orcid.org/0000-0002-5746-9702"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["NL","TR"],"is_corresponding":true,"raw_author_name":"H\u00fcseyin Ayd\u0131n","raw_affiliation_strings":["Department of Computer Engineering, Middle East Technical University","Department of Information and Computing Science, Utrecht University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Middle East Technical University","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"Department of Information and Computing Science, Utrecht University","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063547108"],"corresponding_institution_ids":["https://openalex.org/I193662353","https://openalex.org/I201799495"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26678585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9944999814033508,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.992900013923645,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9641000032424927,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7121073007583618},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.5419029593467712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5404276847839355},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5289143323898315},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4106833338737488},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35290205478668213},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3214922547340393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2648443877696991},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.193263441324234},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08965012431144714},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05116894841194153}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7121073007583618},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.5419029593467712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404276847839355},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5289143323898315},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4106833338737488},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35290205478668213},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3214922547340393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2648443877696991},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.193263441324234},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08965012431144714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05116894841194153},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240182","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240182","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240182","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240182","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240182","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA240182","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399390474.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1487408605","https://openalex.org/W1564534945","https://openalex.org/W1602027763","https://openalex.org/W1641379095","https://openalex.org/W1687873425","https://openalex.org/W1971219113","https://openalex.org/W1991976249","https://openalex.org/W2108710747","https://openalex.org/W2120100612","https://openalex.org/W2124241059","https://openalex.org/W2166323020","https://openalex.org/W2168359464","https://openalex.org/W2222358830","https://openalex.org/W2524624957","https://openalex.org/W2604613829","https://openalex.org/W2727623526","https://openalex.org/W2782208146","https://openalex.org/W2794030123","https://openalex.org/W2799513350","https://openalex.org/W2808027254","https://openalex.org/W2974189233","https://openalex.org/W3011272463","https://openalex.org/W3125596027","https://openalex.org/W3199318068","https://openalex.org/W4246157826","https://openalex.org/W4297627396","https://openalex.org/W4299802797"],"related_works":["https://openalex.org/W1994680671","https://openalex.org/W2920061524","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2000283393","https://openalex.org/W2002320543","https://openalex.org/W2061947244","https://openalex.org/W2150232912","https://openalex.org/W1977959518","https://openalex.org/W2054940838"],"abstract_inverted_index":{"Avoiding":[0],"violations":[1],"of":[2,24,50,70,103,134,169,190],"privacy-invading":[3],"technologies":[4],"is":[5],"difficult":[6],"enough":[7],"for":[8,35,47,60,86,160],"an":[9,107],"individual,":[10],"yet":[11],"the":[12,22,48,54,66,88,104,118,132,137,148,161,188,191,195],"complexity":[13],"escalates":[14],"when":[15],"online":[16],"collaborations":[17],"and":[18,100,123,194],"social":[19],"media":[20],"jeopardize":[21],"privacy":[23,40],"multiple":[25,112],"parties":[26],"over":[27,96],"co-owned":[28],"contents.":[29],"While":[30],"existing":[31],"approaches":[32],"offer":[33],"solutions":[34],"possible":[36],"conflicts":[37,174],"among":[38],"users\u2019":[39,89,143],"preferences,":[41],"they":[42,121],"either":[43],"assume":[44],"static":[45],"rules":[46],"preferences":[49,144],"users":[51,55,72],"or":[52],"require":[53],"to":[56,141,151,172,197],"declare":[57],"separate":[58],"decisions":[59,95],"each":[61,128],"content.":[62],"In":[63],"any":[64,170],"case,":[65],"long":[67],"term":[68],"satisfaction":[69],"all":[71],"remains":[73],"uncertain.":[74],"Reinforcement":[75],"learning":[76],"(RL)":[77],"emerges":[78],"at":[79],"this":[80,156],"point":[81],"as":[82,91,131],"a":[83,166],"suitable":[84],"candidate":[85],"balancing":[87],"utilities":[90],"their":[92],"satisfactions":[93],"about":[94,136],"time.":[97],"The":[98],"decentralized":[99],"dynamic":[101],"nature":[102],"problem":[105],"suggests":[106],"RL":[108],"setting":[109,149],"that":[110,139],"involves":[111],"agents":[113,135],"interacting":[114],"not":[115],"only":[116],"with":[117,127,180],"humans":[119],"whom":[120],"model":[122],"represent":[124],"but":[125],"also":[126,164],"other.":[129],"Furthermore,":[130],"knowledge":[133],"factors":[138],"lead":[140],"other":[142],"will":[145],"be":[146],"limited,":[147],"has":[150],"handle":[152],"partial":[153],"observability.":[154],"Although":[155],"introduces":[157],"new":[158],"challenges":[159],"framework,":[162],"it":[163],"brings":[165],"potential":[167],"generalization":[168],"solution":[171],"multi-party":[173],"in":[175],"different":[176],"real":[177],"life":[178],"contexts":[179],"minor":[181],"adaptations.":[182],"This":[183],"study":[184],"delves":[185],"deeper":[186],"into":[187],"features":[189],"proposed":[192],"framework":[193],"ways":[196],"construct":[198],"it.":[199]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}