{"id":"https://openalex.org/W2898711291","doi":"https://doi.org/10.24348/coria.2018.paper11","title":"RNN et mod\u00e8le d\u2019attention pour l\u2019apprentissage de profils textuels personnalis\u00e9s","display_name":"RNN et mod\u00e8le d\u2019attention pour l\u2019apprentissage de profils textuels personnalis\u00e9s","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898711291","doi":"https://doi.org/10.24348/coria.2018.paper11","mag":"2898711291"},"language":"fr","primary_location":{"id":"pmh:oai:HAL:hal-02503470v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02503470","pdf_url":null,"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":"Document num\u00e9rique - Revue des sciences et technologies de l'information. S\u00e9rie Document num\u00e9rique, 2019, 22 (3), pp.9-27. ⟨10.3166/dn.22.3.9-27⟩","raw_type":"Journal articles"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.24348/coria.2018.paper11","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112333556","display_name":"Charles-Emmanuel Dias","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dias, Charles-Emmanuel","raw_affiliation_strings":["MLIA - Machine Learning and Information Access (France)"],"affiliations":[{"raw_affiliation_string":"MLIA - Machine Learning and Information Access (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109453682","display_name":"Clara Gainon de Forsan de Gabriac","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gainon De Forsan De Gabriac, Clara","raw_affiliation_strings":["MLIA - Machine Learning and Information Access (France)"],"affiliations":[{"raw_affiliation_string":"MLIA - Machine Learning and Information Access (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044389669","display_name":"Vincent Guigue","orcid":"https://orcid.org/0000-0002-1450-5566"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guigue, Vincent","raw_affiliation_strings":["MLIA - Machine Learning and Information Access (France)"],"affiliations":[{"raw_affiliation_string":"MLIA - Machine Learning and Information Access (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113667126","display_name":"Patrick Gallinari","orcid":"https://orcid.org/0000-0003-3360-8269"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gallinari, Patrick","raw_affiliation_strings":["MLIA - Machine Learning and Information Access (France)"],"affiliations":[{"raw_affiliation_string":"MLIA - Machine Learning and Information Access (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112333556"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1248495,"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/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9876000285148621,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9857000112533569,"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":0.8003004193305969},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.47607937455177307}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.8003004193305969},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.47607937455177307}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:HAL:hal-02503470v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02503470","pdf_url":null,"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":"Document num\u00e9rique - Revue des sciences et technologies de l'information. S\u00e9rie Document num\u00e9rique, 2019, 22 (3), pp.9-27. ⟨10.3166/dn.22.3.9-27⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02503473v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02503473","pdf_url":null,"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":"CORIA 2018 - 15\u00e8me COnf\u00e9rence en Recherche d'Informations et Applications, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper11⟩","raw_type":"Conference papers"},{"id":"doi:10.24348/coria.2018.paper11","is_oa":true,"landing_page_url":"https://doi.org/10.24348/coria.2018.paper11","pdf_url":null,"source":{"id":"https://openalex.org/S7407051734","display_name":"Association en Recherche d\u2019Information et Applications","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.24348/coria.2018.paper11","is_oa":true,"landing_page_url":"https://doi.org/10.24348/coria.2018.paper11","pdf_url":null,"source":{"id":"https://openalex.org/S7407051734","display_name":"Association en Recherche d\u2019Information et Applications","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W4391375266"],"abstract_inverted_index":{"R\u00c9SUM\u00c9.":[0],"Nous":[1,46,73],"nous":[2,113],"int\u00e9ressons":[3],"dans":[4,108],"cet":[5],"article":[6],"\u00e0":[7,13,58],"la":[8,14,59],"construction":[9],"de":[10,33,37,48,52,54,61,77,84,100,106,117],"profils":[11,83],"issus":[12],"fois":[15],"des":[16,19,26,35,65,82,98,119,122,126],"donn\u00e9es":[17,27,44],"d'interaction":[18],"utilisateurs":[20],"(notes":[21],"sur":[22],"les":[23,43,70,89,96],"produits)":[24],"et":[25],"textuelles":[28],"associ\u00e9es":[29],"(revues).":[30],"L'enjeu":[31],"est":[32],"s'\u00e9loigner":[34],"approches":[36],"factorisation":[38,101],"matricielle":[39],"pour":[40,69,80,124],"mieux":[41],"exploiter":[42],"textuelles.":[45],"proposons":[47],"personnaliser":[49],"une":[50],"architecture":[51],"r\u00e9seau":[53],"neurones":[55],"hi\u00e9rarchique":[56],"d\u00e9di\u00e9e":[57],"classification":[60],"sentiments":[62],"en":[63,115],"apprenant":[64],"param\u00e8tres":[66,79],"d'attention":[67],"sp\u00e9cifiques":[68],"diff\u00e9rents":[71],"utilisateurs.":[72],"d\u00e9montrons":[74],"ensuite":[75],"l'int\u00e9r\u00eat":[76],"ces":[78],"\u00e9tablir":[81],"recommandation":[85],"pertinents.":[86],"Non":[87],"seulement":[88],"pr\u00e9dictions":[90],"propos\u00e9es":[91],"par":[92],"notre":[93],"syst\u00e8me":[94],"d\u00e9passent":[95],"performances":[97],"syst\u00e8mes":[99],"matricielle,":[102],"mais":[103],"le":[104],"fait":[105],"travailler":[107],"un":[109],"espace":[110],"latent":[111],"textuel":[112],"permet":[114],"plus":[116],"proposer":[118],"explications":[120],"autour":[121],"recommandations":[123],"sortir":[125],"bo\u00eetes":[127],"noires":[128],"habituelles":[129],"du":[130],"filtrage":[131],"collaboratif.":[132]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}