{"id":"https://openalex.org/W2902246376","doi":"https://doi.org/10.1145/3277668","title":"Decentralized Collective Learning for Self-managed Sharing Economies","display_name":"Decentralized Collective Learning for Self-managed Sharing Economies","publication_year":2018,"publication_date":"2018-06-30","ids":{"openalex":"https://openalex.org/W2902246376","doi":"https://doi.org/10.1145/3277668","mag":"2902246376"},"language":"en","primary_location":{"id":"doi:10.1145/3277668","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3277668","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3277668","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"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":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3277668","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035070413","display_name":"Evangelos Pournaras","orcid":"https://orcid.org/0000-0003-3900-2057"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Evangelos Pournaras","raw_affiliation_strings":["Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043252254","display_name":"Peter Pilgerstorfer","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Peter Pilgerstorfer","raw_affiliation_strings":["Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000496192","display_name":"Thomas Asikis","orcid":"https://orcid.org/0000-0003-0163-4622"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas Asikis","raw_affiliation_strings":["Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professorship of Computational Social Science ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035070413"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":10.5789,"has_fulltext":true,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98138327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"2","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.996399998664856,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7899837493896484},{"id":"https://openalex.org/keywords/sharing-economy","display_name":"Sharing economy","score":0.5001964569091797},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.4858946204185486},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.468091756105423},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.43531396985054016},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.42743709683418274},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.4235548973083496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4155215322971344},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3119238018989563},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12458768486976624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7899837493896484},{"id":"https://openalex.org/C33199155","wikidata":"https://www.wikidata.org/wiki/Q2277143","display_name":"Sharing economy","level":2,"score":0.5001964569091797},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.4858946204185486},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.468091756105423},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.43531396985054016},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.42743709683418274},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.4235548973083496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4155215322971344},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3119238018989563},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12458768486976624},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3277668","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3277668","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3277668","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"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":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:157093","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3277668","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3277668","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3277668","source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"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":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2902246376.pdf","grobid_xml":"https://content.openalex.org/works/W2902246376.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W112412774","https://openalex.org/W204058792","https://openalex.org/W348073151","https://openalex.org/W1519729634","https://openalex.org/W1548955532","https://openalex.org/W1572130003","https://openalex.org/W1594489547","https://openalex.org/W1647779468","https://openalex.org/W1672197616","https://openalex.org/W1933476645","https://openalex.org/W1978895175","https://openalex.org/W2013892304","https://openalex.org/W2014891227","https://openalex.org/W2034225360","https://openalex.org/W2042081124","https://openalex.org/W2046102897","https://openalex.org/W2058296799","https://openalex.org/W2081860558","https://openalex.org/W2114014700","https://openalex.org/W2117361904","https://openalex.org/W2150341604","https://openalex.org/W2153075039","https://openalex.org/W2154611405","https://openalex.org/W2155741536","https://openalex.org/W2162729077","https://openalex.org/W2170511719","https://openalex.org/W2226714091","https://openalex.org/W2290054828","https://openalex.org/W2301983558","https://openalex.org/W2490968024","https://openalex.org/W2507358938","https://openalex.org/W2546565838","https://openalex.org/W2548072927","https://openalex.org/W2557283755","https://openalex.org/W2566931360","https://openalex.org/W2575139549","https://openalex.org/W2598702997","https://openalex.org/W2725559531","https://openalex.org/W2747595591","https://openalex.org/W2766235883","https://openalex.org/W2961703895","https://openalex.org/W3106533061","https://openalex.org/W3124229805","https://openalex.org/W3156285083","https://openalex.org/W4205947740","https://openalex.org/W4234694504","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4285746263","https://openalex.org/W4242970373","https://openalex.org/W3088970415","https://openalex.org/W4210591049","https://openalex.org/W2534245101","https://openalex.org/W2969984527","https://openalex.org/W3095595082","https://openalex.org/W3038950619","https://openalex.org/W3176776343","https://openalex.org/W2516580189"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,89,154,187],"Things":[3],"equips":[4],"citizens":[5],"with":[6,65,174],"a":[7,36,44,94,101,127],"phenomenal":[8],"new":[9,148],"means":[10],"for":[11,25,105],"online":[12],"participation":[13,88],"in":[14],"sharing":[15,181,197],"economies.":[16,198],"When":[17],"agents":[18],"self-determine":[19],"options":[20],"from":[21,177],"which":[22],"they":[23],"choose,":[24],"instance,":[26],"their":[27],"resource":[28],"consumption":[29],"and":[30,69,78,87,121,157,169,179,193],"production,":[31],"while":[32],"these":[33],"choices":[34],"have":[35],"collective":[37,80,107,188],"systemwide":[38],"impact,":[39],"optimal":[40],"decision-making":[41],"turns":[42],"into":[43,93],"combinatorial":[45],"optimization":[46],"problem":[47],"known":[48],"as":[49,162,164],"NP-hard.":[50],"In":[51],"such":[52],"challenging":[53],"computational":[54],"problems,":[55],"centrally":[56],"managed":[57],"(deep)":[58],"learning":[59,81,108,160,189],"systems":[60,91],"often":[61],"require":[62],"personal":[63],"data":[64,176],"implications":[66],"on":[67,159,166],"privacy":[68],"citizens\u2019":[70],"autonomy.":[71],"This":[72,110,145],"article":[73,146],"envisions":[74],"an":[75],"alternative":[76],"unsupervised":[77],"decentralized":[79,106],"approach":[82],"that":[83,136],"preserves":[84],"privacy,":[85],"autonomy,":[86],"multi-agent":[90],"self-organized":[92],"hierarchical":[95],"tree":[96],"structure.":[97],"Remote":[98],"interactions":[99],"orchestrate":[100],"highly":[102],"efficient":[103],"process":[104],".":[109],"disruptive":[111],"concept":[112],"is":[113],"realized":[114],"by":[115,126],"I-EPOS,":[116],"the":[117,152,184],"Iterative":[118],"Economic":[119],"Planning":[120],"Optimized":[122],"Selections":[123],",":[124],"accompanied":[125],"paradigmatic":[128],"software":[129],"artifact.":[130],"Strikingly,":[131],"I-EPOS":[132],"outperforms":[133],"related":[134],"algorithms":[135],"involve":[137],"non-local":[138],"brute-force":[139],"operations":[140],"or":[141],"exchange":[142],"full":[143],"information.":[144],"contributes":[147],"experimental":[149],"findings":[150,165],"about":[151],"influence":[153],"network":[155],"topology":[156],"planning":[158],"efficiency":[161],"well":[163],"techno-socio-economic":[167],"tradeoffs":[168],"global":[170],"optimality.":[171],"Experimental":[172],"evaluation":[173],"real-world":[175],"energy":[178],"bike":[180],"pilots":[182],"demonstrates":[183],"grand":[185],"potential":[186],"to":[190],"design":[191],"ethically":[192],"socially":[194],"responsible":[195],"participatory":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
