{"id":"https://openalex.org/W3217453039","doi":null,"title":"Data Flow Framework: A persona-based repository to modeling recommender systems","display_name":"Data Flow Framework: A persona-based repository to modeling recommender systems","publication_year":2019,"publication_date":"2019-10-22","ids":{"openalex":"https://openalex.org/W3217453039","mag":"3217453039"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-02469655v1","doi":null,"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02469655","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"3rd Annual Learning & Student Analytics Conference (LSAC 2019), Oct 2019, Nancy, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-02469655","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045902790","display_name":"Rodrigo Dantas da Silva","orcid":"https://orcid.org/0000-0002-2549-2414","observed_orcids":["https://orcid.org/0000-0002-2549-2414"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dantas da Silva, Rodrigo","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007263816","display_name":"Jos\u00e9 Arilton Pereira Filho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arilton Pereira Filho, Jos\u00e9","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020264864","display_name":"Philippi Sedir Grilo de Morais","orcid":"https://orcid.org/0000-0002-0636-7562","observed_orcids":["https://orcid.org/0000-0002-0636-7562"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sedir Grilo de Morais, Philippi","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037450121","display_name":"Ricardo Alexsandro de Medeiros Valentim","orcid":"https://orcid.org/0000-0002-9216-8593","observed_orcids":["https://orcid.org/0000-0002-9216-8593"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexsandro de Medeiros Valentim, Ricardo","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044708953","display_name":"Karilany Dantas Coutinho","orcid":"https://orcid.org/0000-0002-2051-8611","observed_orcids":["https://orcid.org/0000-0002-2051-8611"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dantas Coutinho, Karilany","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070780107","display_name":"Azim Roussanaly","orcid":"https://orcid.org/0000-0002-3311-3613","observed_orcids":["https://orcid.org/0000-0002-3311-3613"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roussanaly, Azim","raw_affiliation_strings":["KIWI - Knowledge Information and Web Intelligence (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KIWI - Knowledge Information and Web Intelligence (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108553127","display_name":"Anne E. Boyer","orcid":"https://orcid.org/0000-0001-5650-6295","observed_orcids":["https://orcid.org/0000-0001-5650-6295"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boyer, Anne","raw_affiliation_strings":["KIWI - Knowledge Information and Web Intelligence (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KIWI - Knowledge Information and Web Intelligence (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010532182","display_name":"Carlos Manta Oliveira","orcid":"https://orcid.org/0000-0002-0116-5814","observed_orcids":["https://orcid.org/0000-0002-0116-5814"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliveira, Carlos, Manta","raw_affiliation_strings":["LAIS - Laboratory of Technological Innovation in Health (Brazil)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAIS - Laboratory of Technological Innovation in Health (Brazil)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3346,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46574661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.8490999937057495,"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":0.8490999937057495,"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/T11122","display_name":"Online Learning and Analytics","score":0.08869999647140503,"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.01360000018030405,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.9169999957084656},{"id":"https://openalex.org/keywords/content-recommendation","display_name":"content recommendation","score":0.8209999799728394},{"id":"https://openalex.org/keywords/data-acquisition-framework","display_name":"data acquisition framework","score":0.6370000243186951},{"id":"https://openalex.org/keywords/data-lakes","display_name":"data lakes","score":0.7450000047683716},{"id":"https://openalex.org/keywords/primary-care-coverage","display_name":"primary care coverage","score":0.6380000114440918},{"id":"https://openalex.org/keywords/xapi","display_name":"xAPI","score":0.8659999966621399},{"id":"https://openalex.org/keywords/ontology-information-science","display_name":"ontology (information science)","score":0.5210000276565552},{"id":"https://openalex.org/keywords/user-modeling","display_name":"user modeling","score":0.5239999890327454},{"id":"https://openalex.org/keywords/health-data","display_name":"health data","score":0.4830000102519989}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804107069969177},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7534694671630859},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.6472995281219482},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5519515872001648},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4981224536895752},{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.48641061782836914},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4770071804523468},{"id":"https://openalex.org/C100463513","wikidata":"https://www.wikidata.org/wiki/Q5227322","display_name":"Data model (GIS)","level":2,"score":0.4206479489803314},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39967963099479675},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3868023753166199},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27234727144241333},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2578431963920593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1702292263507843},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-02469655v1","doi":null,"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02469655","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"3rd Annual Learning & Student Analytics Conference (LSAC 2019), Oct 2019, Nancy, France","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02469655v1","doi":null,"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02469655","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"3rd Annual Learning & Student Analytics Conference (LSAC 2019), Oct 2019, Nancy, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7086600905","https://openalex.org/W7024388453","https://openalex.org/W4394029059","https://openalex.org/W7066609017","https://openalex.org/W6908772183","https://openalex.org/W2981738395","https://openalex.org/W3095433498","https://openalex.org/W7045433461","https://openalex.org/W7159738583","https://openalex.org/W7062388494"],"abstract_inverted_index":{"The":[0,85,107],"present":[1],"project":[2],"comes":[3],"to":[4,16,19,24,32,114,122,126],"propose":[5],"a":[6,35,101,110],"framework":[7],"of":[8,41,51,59,100,109,117,119],"data":[9,79,87,102],"acquisition":[10],"and":[11,39,72,140],"structured":[12],"repository":[13,111],"in":[14,55,62],"order":[15],"be":[17],"able":[18],"apply":[20],"machine":[21],"learning":[22],"techniques":[23],"content":[25],"recommendation.":[26],"For":[27],"this,":[28],"it":[29],"is":[30,112],"intended":[31],"use":[33],"as":[34,76,78],"basis":[36],"the":[37,46,92,96,115,120,129],"modeling":[38],"prediction":[40],"future":[42],"scenarios":[43],"created":[44],"from":[45,67,80,91,142],"AvaSUS":[47,86],"(Virtual":[48],"Learning":[49],"Environment":[50],"Single":[52],"Health":[53],"System":[54],"Brazil)":[56],"data,":[57,64,75],"coverage":[58],"primary":[60,68],"care":[61],"Brazil":[63],"quality":[65],"indicators":[66],"care,":[69],"health":[70,73],"facilities":[71],"professional":[74],"well":[77],"diseases":[81],"with":[82,128],"mandatory":[83],"notification.":[84],"are":[88,98],"obtained":[89],"directly":[90],"its":[93],"database,":[94],"whereas":[95],"others":[97],"part":[99],"lake":[103],"built":[104],"for":[105],"research.":[106],"construction":[108],"due":[113],"need":[116],"conformation":[118],"structures,":[121],"this":[123],"was":[124],"chosen":[125],"work":[127],"Experience":[130],"API":[131],"(or":[132],"xApi)":[133],"which":[134],"defines":[135],"an":[136],"ontology":[137],"structuring":[138],"users":[139],"resources":[141],"one":[143],"action.":[144]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2021-12-06T00:00:00"}