{"id":"https://openalex.org/W2786028756","doi":"https://doi.org/10.3166/ria.31.619-648","title":"Am\u00e9lioration continue d\u2019une cha\u00eene de traitement de documents avec l\u2019apprentissage par renforcement","display_name":"Am\u00e9lioration continue d\u2019une cha\u00eene de traitement de documents avec l\u2019apprentissage par renforcement","publication_year":2017,"publication_date":"2017-12-28","ids":{"openalex":"https://openalex.org/W2786028756","doi":"https://doi.org/10.3166/ria.31.619-648","mag":"2786028756"},"language":"fr","primary_location":{"id":"doi:10.3166/ria.31.619-648","is_oa":false,"landing_page_url":"http://doi.org/10.3166/ria.31.619-648","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004326846","display_name":"Esther Nicart","orcid":"https://orcid.org/0000-0002-4684-6234"},"institutions":[{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Esther NICART","raw_affiliation_strings":["Equipe MAD - Laboratoire GREYC - UMR6072"],"affiliations":[{"raw_affiliation_string":"Equipe MAD - Laboratoire GREYC - UMR6072","institution_ids":["https://openalex.org/I4210139483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105405287","display_name":"Bruno Zanuttini","orcid":"https://orcid.org/0000-0003-1639-7236"},"institutions":[{"id":"https://openalex.org/I4210139483","display_name":"GREYC","ror":"https://ror.org/043749971","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I194210350","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210139483","https://openalex.org/I4210159245","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno ZANUTTINI","raw_affiliation_strings":["Equipe MAD - Laboratoire GREYC - UMR6072"],"affiliations":[{"raw_affiliation_string":"Equipe MAD - Laboratoire GREYC - UMR6072","institution_ids":["https://openalex.org/I4210139483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068339168","display_name":"Bruno Grilh\u00e8res","orcid":null},"institutions":[{"id":"https://openalex.org/I103167339","display_name":"Airbus (Italy)","ror":"https://ror.org/00v8s1x79","country_code":"IT","type":"company","lineage":["https://openalex.org/I103167339","https://openalex.org/I4210121748"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno GRILH\u00c8RES","raw_affiliation_strings":["Airbus Defence and Space [Elancourt]"],"affiliations":[{"raw_affiliation_string":"Airbus Defence and Space [Elancourt]","institution_ids":["https://openalex.org/I103167339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040317546","display_name":"Patrick Giroux","orcid":"https://orcid.org/0000-0002-8183-6576"},"institutions":[{"id":"https://openalex.org/I2801466140","display_name":"Intergovernmental Panel on Climate Change","ror":"https://ror.org/02x228738","country_code":"CH","type":"government","lineage":["https://openalex.org/I2801466140"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Patrick GIROUX","raw_affiliation_strings":["IPCC -\n        Information Processing Control and Cognition"],"affiliations":[{"raw_affiliation_string":"IPCC -\n        Information Processing Control and Cognition","institution_ids":["https://openalex.org/I2801466140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041020676","display_name":"Arnaud Saval","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnaud SAVAL","raw_affiliation_strings":["Cordon Electronics DS2i"],"affiliations":[{"raw_affiliation_string":"Cordon Electronics DS2i","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004326846"],"corresponding_institution_ids":["https://openalex.org/I4210139483"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65021413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":"6","first_page":"619","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9251000285148621,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9251000285148621,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9125000238418579,"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/humanities","display_name":"Humanities","score":0.6857225894927979},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.41042786836624146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35250625014305115},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.24853506684303284}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.6857225894927979},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.41042786836624146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35250625014305115},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.24853506684303284}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3166/ria.31.619-648","is_oa":false,"landing_page_url":"http://doi.org/10.3166/ria.31.619-648","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W93312527","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":{"Nous":[0,40,60,89,145],"modelisons":[1],"une":[2,42,68,216],"chaine":[3,69],"de":[4,6,11,21,35,47,52,79,82,119,143],"traitement":[5],"documents":[7,80],"comme":[8],"un":[9,63,126,130,151],"processus":[10],"deci-sion":[12],"markovien,":[13],"et":[14,34,85,136,230],"nous":[15,45,115,155],"utilisons":[16],"l'apprentissage":[17,51],"par":[18,105],"renforcement":[19],"afin":[20],"permettre":[22],"a":[23,26,31,67,71,91,100,129,162,169,174,202],"l'agent":[24,98,163],"d'apprendre":[25,164],"construire":[27],"des":[28,73,76,95,117,147,227],"chaines":[29],"adaptees":[30],"la":[32,93,102],"volee,":[33],"les":[36,110],"ameliorer":[37,101],"en":[38],"continu.":[39],"construisons":[41],"plateforme":[43],"qui":[44],"permet":[46,160],"mesurer":[48],"l'impact":[49],"sur":[50,109],"divers":[53],"modeles,":[54],"services":[55],"web,":[56],"algorithmes,":[57],"parametres,":[58],"etc.":[59],"l'appliquons":[61],"dans":[62,75],"contexte":[64],"indus-triel,":[65],"specifiquement":[66],"visant":[70],"extraire":[72],"evenements":[74,111],"volumes":[77],"massifs":[78],"provenant":[81],"pages":[83],"web":[84],"d'autres":[86],"sources":[87],"ouvertes.":[88],"visons":[90],"reduire":[92],"charge":[94],"analystes":[96],"humains,":[97],"apprenant":[99],"chaine,":[103],"guide":[104],"leurs":[106],"retours":[107,120],"(feedback)":[108],"extraits.":[112],"Pour":[113],"ceci,":[114],"explorons":[116],"types":[118],"differents,":[121],"d'un":[122,219],"feedback":[123,131,152,158],"numerique":[124],"requerant":[125],"important":[127],"calibrage,":[128],"qualitatif,":[132],"beaucoup":[133],"plus":[134],"intuitif":[135],"demandant":[137],"peu,":[138],"voire":[139],"pas":[140],"du":[141],"tout,":[142],"calibrage.":[144],"menons":[146],"experiences,":[148],"d'abord":[149],"avec":[150],"numerique,":[153],"puis":[154],"montrons":[156],"qu'un":[157],"qualitatif":[159],"tou-jours":[161],"efficacement.":[165],"ABSTRACT.":[166],"We":[167,200],"model":[168],"document":[170],"treatment":[171],"chain":[172],"as":[173],"Markov":[175],"Decision":[176],"Process,":[177],"and":[178,190],"use":[179],"reinforcement":[180],"learning":[181],"to":[182,186,188,207],"allow":[183],"the":[184,197,209],"agent":[185],"learn":[187],"construct":[189],"continuously":[191],"improve":[192],"custom-made":[193],"chains":[194],"":[195],"on":[196,211],"fly":[198],".":[199],"build":[201],"platform":[203],"which":[204],"enables":[205],"us":[206],"measure":[208],"impact":[210],"the.":[212],"Cet":[213],"article":[214,220],"est":[215],"version":[217],"etendue":[218],"presente":[221],"aux":[222],"26es":[223],"Journees":[224],"francophones":[225],"d'Ingenierie":[226],"Connaissances":[228],"Nicart":[229],"al.":[231],"(2015).":[232]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}