{"id":"https://openalex.org/W1985841920","doi":"https://doi.org/10.1145/2677017.2677021","title":"Adaptation for the masses","display_name":"Adaptation for the masses","publication_year":2014,"publication_date":"2014-11-26","ids":{"openalex":"https://openalex.org/W1985841920","doi":"https://doi.org/10.1145/2677017.2677021","mag":"1985841920"},"language":"en","primary_location":{"id":"doi:10.1145/2677017.2677021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2677017.2677021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Workshop on Adaptive and Reflective Middleware","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01080030/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090971823","display_name":"Davide Frey","orcid":"https://orcid.org/0000-0002-6730-5744"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Davide Frey","raw_affiliation_strings":["Inria, Rennes, France","Inria-Rennes, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"Inria-Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031849486","display_name":"Anne-Marie Kermarrec","orcid":"https://orcid.org/0000-0001-8187-724X"},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne-Marie Kermarrec","raw_affiliation_strings":["Inria, Rennes, France","Inria-Rennes, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"Inria-Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079988372","display_name":"Christopher Maddock","orcid":null},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christopher Maddock","raw_affiliation_strings":["Lancaster University, UK","Lancaster University (UK)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Lancaster University (UK)","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042425283","display_name":"Andreas Mauthe","orcid":"https://orcid.org/0000-0002-8727-9440"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Mauthe","raw_affiliation_strings":["Lancaster University, UK","Lancaster University (UK)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Lancaster University (UK)","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061628886","display_name":"Fran\u00e7ois Ta\u0131\u0308ani","orcid":"https://orcid.org/0000-0002-9692-5678"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Ta\u00efani","raw_affiliation_strings":["Universit\u00e9 de Rennes, IRISA -- ESIR, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Rennes, IRISA -- ESIR, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090971823"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"],"apc_list":null,"apc_paid":null,"fwci":1.6399,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87776504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8486928343772888},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8235283493995667},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7684015035629272},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.7591809034347534},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7026807069778442},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5686497688293457},{"id":"https://openalex.org/keywords/decentralised-system","display_name":"Decentralised system","score":0.45800256729125977},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4511789083480835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17760393023490906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17697811126708984},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11958882212638855},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10707449913024902},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08732616901397705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8486928343772888},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8235283493995667},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7684015035629272},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.7591809034347534},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7026807069778442},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5686497688293457},{"id":"https://openalex.org/C205875254","wikidata":"https://www.wikidata.org/wiki/Q17156857","display_name":"Decentralised system","level":3,"score":0.45800256729125977},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4511789083480835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17760393023490906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17697811126708984},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11958882212638855},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10707449913024902},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08732616901397705},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2677017.2677021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2677017.2677021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Workshop on Adaptive and Reflective Middleware","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01080030v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01080030","pdf_url":"https://inria.hal.science/hal-01080030/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop on Adaptive and Reflective Middleware ARM 2014, Dec 2014, Bordeaux, France. &#x27E8;10.1145/2677017.2677021&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01080030v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01080030","pdf_url":"https://inria.hal.science/hal-01080030/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop on Adaptive and Reflective Middleware ARM 2014, Dec 2014, Bordeaux, France. &#x27E8;10.1145/2677017.2677021&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8813798192","display_name":null,"funder_award_id":"ANR-13-INFR-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1985841920.pdf","grobid_xml":"https://content.openalex.org/works/W1985841920.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1483152148","https://openalex.org/W1521714960","https://openalex.org/W1562654179","https://openalex.org/W1966553486","https://openalex.org/W1979032146","https://openalex.org/W1985984907","https://openalex.org/W1999047234","https://openalex.org/W2007495854","https://openalex.org/W2007605181","https://openalex.org/W2015195166","https://openalex.org/W2016362819","https://openalex.org/W2020480318","https://openalex.org/W2038562061","https://openalex.org/W2042726834","https://openalex.org/W2062483570","https://openalex.org/W2062782151","https://openalex.org/W2097673300","https://openalex.org/W2114304925","https://openalex.org/W2117764127","https://openalex.org/W2121842488","https://openalex.org/W2123427850","https://openalex.org/W2126147068","https://openalex.org/W2151281839","https://openalex.org/W2159094788","https://openalex.org/W2166580643","https://openalex.org/W2552472274","https://openalex.org/W4253848051"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W2610007503"],"abstract_inverted_index":{"Decentralized":[0],"recommenders":[1],"have":[2],"been":[3],"proposed":[4],"to":[5,19,32,57,89],"deliver":[6],"privacy-preserving,":[7],"personalized":[8],"and":[9,79],"highly":[10],"scalable":[11],"on-line":[12],"recommendation":[13,62,83],"services.":[14,93],"Current":[15],"implementations":[16],"tend,":[17],"however,":[18],"rely":[20],"on":[21,43],"hard-wired,":[22],"mechanisms":[23],"that":[24,45],"cannot":[25],"adapt.":[26],"Deciding":[27],"beforehand":[28],"which":[29,73],"hard-wired":[30],"mechanism":[31],"use":[33],"can":[34,76],"be":[35],"difficult,":[36],"as":[37],"the":[38,90],"optimal":[39],"choice":[40],"might":[41],"depend":[42],"conditions":[44],"are":[46],"unknown":[47],"at":[48],"design":[49],"time.":[50],"In":[51],"this":[52],"paper,":[53],"propose":[54],"a":[55,67],"framework":[56],"develop":[58],"dynamically":[59],"adaptive":[60],"decentralized":[61,68],"systems.":[63],"Our":[64],"proposal":[65],"supports":[66],"form":[69],"of":[70],"adaptation,":[71],"in":[72],"individual":[74],"nodes":[75],"independently":[77],"select,":[78],"update":[80],"their":[81],"own":[82],"algorithm,":[84],"while":[85],"still":[86],"collectively":[87],"contributing":[88],"overall":[91],"system's":[92]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2016-06-24T00:00:00"}
