{"id":"https://openalex.org/W4398756176","doi":"https://doi.org/10.1109/syscon61195.2024.10553578","title":"Exploration Principles for Decision-Making Systems with Binary Feedbacks","display_name":"Exploration Principles for Decision-Making Systems with Binary Feedbacks","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4398756176","doi":"https://doi.org/10.1109/syscon61195.2024.10553578"},"language":"en","primary_location":{"id":"doi:10.1109/syscon61195.2024.10553578","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/syscon61195.2024.10553578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04554762v1/file/Article_final.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049330125","display_name":"Henri Sohier","orcid":"https://orcid.org/0000-0001-8592-471X"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Henri Sohier","raw_affiliation_strings":["IRT SystemX,Palaiseau,France","IRT SystemX, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT SystemX, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019594595","display_name":"Romain Barbedienne","orcid":null},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romain Barbedienne","raw_affiliation_strings":["IRT SystemX,Palaiseau,France","IRT SystemX, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT SystemX, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092829357","display_name":"Sara Yasmine Ouerk","orcid":null},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sara Yasmine Ouerk","raw_affiliation_strings":["IRT SystemX,Palaiseau,France","IRT SystemX, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT SystemX, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104312344","display_name":"Sinitandjon Yaya Yeo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sinitandjon Yaya Yeo","raw_affiliation_strings":["IRT SystemX,Ecole Polytechnique,Palaiseau,France","Ecole Polytechnique, IRT SystemX, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"IRT SystemX,Ecole Polytechnique,Palaiseau,France","institution_ids":["https://openalex.org/I3018083178","https://openalex.org/I4210139461","https://openalex.org/I142476485"]},{"raw_affiliation_string":"Ecole Polytechnique, IRT SystemX, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178","https://openalex.org/I142476485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049330125"],"corresponding_institution_ids":["https://openalex.org/I3018083178"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08001068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9948999881744385,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9948999881744385,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9939000010490417,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9641000032424927,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.637151837348938},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5538364052772522},{"id":"https://openalex.org/keywords/binary-decision-diagram","display_name":"Binary decision diagram","score":0.5063928365707397},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36514005064964294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32120275497436523},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21531978249549866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11697635054588318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11161476373672485}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.637151837348938},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5538364052772522},{"id":"https://openalex.org/C3309909","wikidata":"https://www.wikidata.org/wiki/Q864155","display_name":"Binary decision diagram","level":2,"score":0.5063928365707397},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36514005064964294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32120275497436523},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21531978249549866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11697635054588318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11161476373672485},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/syscon61195.2024.10553578","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/syscon61195.2024.10553578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04554762v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04554762","pdf_url":"https://hal.science/hal-04554762v1/file/Article_final.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Systems Conference (SysCon), Apr 2024, Montreal, Canada. &#x27E8;10.1109/SysCon61195.2024.10553578&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04554762v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04554762","pdf_url":"https://hal.science/hal-04554762v1/file/Article_final.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Systems Conference (SysCon), Apr 2024, Montreal, Canada. &#x27E8;10.1109/SysCon61195.2024.10553578&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398756176.pdf","grobid_xml":"https://content.openalex.org/works/W4398756176.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1530276735","https://openalex.org/W1536719639","https://openalex.org/W1547244403","https://openalex.org/W1583059097","https://openalex.org/W1690919088","https://openalex.org/W1980202081","https://openalex.org/W2026844232","https://openalex.org/W2045453095","https://openalex.org/W2108114251","https://openalex.org/W2108738385","https://openalex.org/W2111162011","https://openalex.org/W2150761236","https://openalex.org/W2155912844","https://openalex.org/W2158515176","https://openalex.org/W2168405694","https://openalex.org/W2213191543","https://openalex.org/W2950929549","https://openalex.org/W3199854837","https://openalex.org/W4210815306","https://openalex.org/W4214717370","https://openalex.org/W4230918692","https://openalex.org/W6676077707","https://openalex.org/W6676576766","https://openalex.org/W6676974665"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,48,188],"challenge":[1],"for":[2,65,152],"a":[3,9,19,62,83,94,104,117,177],"recommender":[4],"system":[5,57,64,207],"is":[6,123],"to":[7,30,52,81,116,131,150],"explore":[8],"complete":[10],"solution":[11],"space,":[12],"preventing":[13],"informational":[14],"\u2019filter":[15],"bubbles\u2019":[16],"and":[17,34,58,79,93,110,140,206],"ensuring":[18],"diverse":[20],"range":[21],"of":[22,55,68,86,136,157],"recommendations.":[23],"This":[24,120],"paper":[25],"introduces":[26],"five":[27,49],"exploration":[28,127,186],"principles":[29,50,189],"better":[31],"understand":[32],"users":[33,112,137],"items":[35,102,175],"while":[36],"taking":[37],"limited":[38],"risks,":[39],"as":[40,202],"poor":[41],"recommendation":[42,56,63,160,205],"can":[43,169],"also":[44],"diminish":[45],"user":[46,87,106,163,179],"trust.":[47],"apply":[51],"any":[53],"type":[54],"are":[59],"illustrated":[60],"using":[61],"tourist":[66],"points":[67],"interest":[69],"(PoI).":[70],"A":[71],"novel":[72,95],"interface":[73],"was":[74],"tested":[75],"with":[76,125],"open":[77,91],"data":[78,92,147,155],"permitted":[80],"gather":[82],"preliminary":[84],"set":[85],"feedbacks.":[88],"based":[89],"on":[90],"interface.":[96],"Exploration":[97],"raises":[98],"two":[99],"questions:":[100],"which":[101,111,168,174],"should":[103,113,176],"given":[105,118,178],"be":[107,114,180],"exposed":[108,115,181],"to,":[109,182],"item.":[119],"latter":[121],"question":[122],"studied":[124],"different":[126],"strategies,":[128],"in":[129,198],"order":[130],"check":[132],"whether":[133],"certain":[134],"populations":[135],"help":[138],"quickly":[139],"efficiently":[141],"learn":[142],"about":[143],"lesser-rated":[144],"items.":[145],"Synthetic":[146],"were":[148],"used":[149],"compensate":[151],"the":[153,185],"relative":[154],"scarcity":[156],"newly":[158],"launched":[159],"systems.":[161],"Random":[162],"selection":[164],"often":[165],"proved":[166],"sufficient,":[167],"limit":[170],"constraints":[171],"when":[172],"determining":[173],"thus":[183],"simplifying":[184],"process.":[187],"outlined":[190],"extend":[191],"beyond":[192],"PoI":[193],"recommendation,":[194],"having":[195],"potential":[196],"applications":[197],"industrial":[199],"contexts":[200],"such":[201],"simulation":[203],"model":[204],"parts":[208],"suggestion.":[209]},"counts_by_year":[],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
