{"id":"https://openalex.org/W2594079227","doi":"https://doi.org/10.3233/aic-170724","title":"An educational recommender system based on argumentation theory","display_name":"An educational recommender system based on argumentation theory","publication_year":2017,"publication_date":"2017-03-06","ids":{"openalex":"https://openalex.org/W2594079227","doi":"https://doi.org/10.3233/aic-170724","mag":"2594079227"},"language":"en","primary_location":{"id":"doi:10.3233/aic-170724","is_oa":false,"landing_page_url":"https://doi.org/10.3233/aic-170724","pdf_url":null,"source":{"id":"https://openalex.org/S176303223","display_name":"AI Communications","issn_l":"0921-7126","issn":["0921-7126","1875-8452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/151049","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108554480","display_name":"Paula Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7460-9156"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Paula Rodr\u00edguez","raw_affiliation_strings":["Universidad Nacional de Colombia, Calle 59 A N 63-20, Medell\u00edn, Colombia. E-mail:\u00a0parodriguezma@unal.edu.co"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Calle 59 A N 63-20, Medell\u00edn, Colombia. E-mail:\u00a0parodriguezma@unal.edu.co","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085456188","display_name":"Stella Heras","orcid":"https://orcid.org/0000-0001-6212-9377"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Stella Heras","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056346622","display_name":"Javier Palanca","orcid":"https://orcid.org/0000-0002-6209-9603"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Palanca","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070382004","display_name":"Jhon Mauricio Poveda","orcid":null},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jhon M. Poveda","raw_affiliation_strings":["Universidad Nacional de Colombia, Calle 59 A N 63-20, Medell\u00edn, Colombia. E-mail:\u00a0parodriguezma@unal.edu.co"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Calle 59 A N 63-20, Medell\u00edn, Colombia. E-mail:\u00a0parodriguezma@unal.edu.co","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061987291","display_name":"N\u00e9stor Duque","orcid":null},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"N\u00e9stor Duque","raw_affiliation_strings":["Universidad Nacional de Colombia, Cra 27 N 64-60 Manizales, Caldas, Colombia. E-mail:\u00a0ndduqueme@unal.edu.co"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia, Cra 27 N 64-60 Manizales, Caldas, Colombia. E-mail:\u00a0ndduqueme@unal.edu.co","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058695905","display_name":"Vicente Juli\u00e1n","orcid":"https://orcid.org/0000-0002-2743-6037"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicente Juli\u00e1n","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera s/n, 46022 Valencia, Spain. E-mails:\u00a0sheras@dsic.upv.es,\u00a0jpalanca@dsic.upv.es,\u00a0vinglada@dsic.upv.es","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108554480"],"corresponding_institution_ids":["https://openalex.org/I36243813"],"apc_list":null,"apc_paid":null,"fwci":3.3854,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93383805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":"1","first_page":"19","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.994700014591217,"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/T12171","display_name":"Open Education and E-Learning","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8950610160827637},{"id":"https://openalex.org/keywords/learning-object","display_name":"Learning object","score":0.8183109760284424},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.801163375377655},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.7692651748657227},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6586870551109314},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4696848690509796},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3883543312549591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3747842311859131}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8950610160827637},{"id":"https://openalex.org/C2779542340","wikidata":"https://www.wikidata.org/wiki/Q1062461","display_name":"Learning object","level":2,"score":0.8183109760284424},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.801163375377655},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.7692651748657227},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6586870551109314},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4696848690509796},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3883543312549591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3747842311859131},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/aic-170724","is_oa":false,"landing_page_url":"https://doi.org/10.3233/aic-170724","pdf_url":null,"source":{"id":"https://openalex.org/S176303223","display_name":"AI Communications","issn_l":"0921-7126","issn":["0921-7126","1875-8452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI Communications","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/151049","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/151049","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/151049","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/151049","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W80416233","https://openalex.org/W281665770","https://openalex.org/W298464722","https://openalex.org/W1024052052","https://openalex.org/W1598030689","https://openalex.org/W1730815231","https://openalex.org/W1772815481","https://openalex.org/W1972204145","https://openalex.org/W1980500036","https://openalex.org/W1982330040","https://openalex.org/W2022792521","https://openalex.org/W2040054063","https://openalex.org/W2043726016","https://openalex.org/W2051025929","https://openalex.org/W2056418655","https://openalex.org/W2060623932","https://openalex.org/W2089566520","https://openalex.org/W2101187153","https://openalex.org/W2115794341","https://openalex.org/W2136879548","https://openalex.org/W2150147370","https://openalex.org/W2159569510","https://openalex.org/W2190462646","https://openalex.org/W2199058847","https://openalex.org/W2241178089","https://openalex.org/W2273621210","https://openalex.org/W2403890285","https://openalex.org/W6605155047","https://openalex.org/W6713786994","https://openalex.org/W6941386584"],"related_works":["https://openalex.org/W2141332034","https://openalex.org/W4256185029","https://openalex.org/W4388437769","https://openalex.org/W2762454042","https://openalex.org/W2064153856","https://openalex.org/W2337488240","https://openalex.org/W52290235","https://openalex.org/W3007362904","https://openalex.org/W4214900125","https://openalex.org/W1598849238"],"abstract_inverted_index":{"Recommender":[0,23],"Systems":[1,24],"aim":[2],"to":[3,10,29,129,147,156,177,181],"provide":[4],"users":[5],"with":[6,168],"search":[7],"results":[8],"close":[9],"their":[11,16,55,183],"needs,":[12],"making":[13],"predictions":[14],"of":[15,93,194,198],"preferences.":[17],"In":[18,58,131],"virtual":[19],"learning":[20,26,35,56,74,103,127],"environments,":[21],"Educational":[22],"deliver":[25],"objects":[27,104,170],"according":[28],"the":[30,71,91,102,117,125,166,173,192],"student\u2019s":[31],"characteristics,":[32],"preferences":[33],"and":[34,49,64,151,189],"needs.":[36],"A":[37],"learni":[38],"ng":[39],"object":[40,75,128],"is":[41,121,145,175],"an":[42],"educational":[43],"content":[44],"unit,":[45],"which":[46,172],"once":[47],"found":[48],"retrieved":[50],"may":[51],"assist":[52],"students":[53,167],"in":[54,191],"process.":[57],"previous":[59],"work,":[60],"authors":[61],"have":[62,82],"designed":[63],"evaluated":[65],"several":[66],"recommendation":[67,108,138,153,161],"techniques":[68,85,119],"for":[69,76,171],"delivering":[70],"most":[72],"appropriate":[73],"each":[77,107],"specific":[78],"student.":[79],"Also,":[80],"they":[81],"combined":[83],"these":[84],"by":[86,106,116],"using":[87],"hybridization":[88,98],"methods,":[89],"improving":[90],"performance":[92],"isolated":[94],"techniques.":[95],"However,":[96],"traditional":[97],"methods":[99],"fail":[100],"when":[101],"delivered":[105],"technique":[109],"are":[110],"very":[111],"different":[112],"from":[113],"those":[114,169],"selected":[115],"other":[118],"(there":[120],"no":[122],"agreement":[123],"about":[124],"best":[126],"recommend).":[130],"this":[132],"paper,":[133],"we":[134],"present":[135],"a":[136,159],"new":[137,160],"method":[139,164],"based":[140],"on":[141],"argumentation":[142],"theory":[143],"that":[144],"able":[146,176],"combine":[148],"content-based,":[149],"collaborative":[150],"knowledge-based":[152],"techniques,":[154],"or":[155],"act":[157],"as":[158],"technique.":[162],"This":[163],"provides":[165],"system":[174],"generate":[178],"more":[179],"arguments":[180],"justify":[182],"suitability.":[184],"It":[185],"has":[186],"been":[187],"implemented":[188],"tested":[190],"Federation":[193],"Learning":[195],"Objects":[196],"Repositories":[197],"Colombia,":[199],"getting":[200],"promising":[201],"results.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}