{"id":"https://openalex.org/W2117384255","doi":"https://doi.org/10.1109/fuzzy.2010.5584789","title":"A fuzzy ontology approach to represent user profiles in e-learning environments","display_name":"A fuzzy ontology approach to represent user profiles in e-learning environments","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2117384255","doi":"https://doi.org/10.1109/fuzzy.2010.5584789","mag":"2117384255"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091359679","display_name":"Mateus Ferreira-Satler","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mateus Ferreira-Satler","raw_affiliation_strings":["SMILE Group in the Department of Information Systems and Technologies, University of Castilla La Mancha, Spain","SMILE group in the Department of Information Systems and Technologies at the University of Castilla-La Mancha (UCLM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMILE Group in the Department of Information Systems and Technologies, University of Castilla La Mancha, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"SMILE group in the Department of Information Systems and Technologies at the University of Castilla-La Mancha (UCLM), Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029810391","display_name":"Francisco P. Romero","orcid":"https://orcid.org/0000-0002-6560-8645"},"institutions":[{"id":"https://openalex.org/I4210141563","display_name":"Institute of Information Technologies","ror":"https://ror.org/03ypsgm65","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210141563"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Francisco P. Romero","raw_affiliation_strings":["Department of Information Systems and Technologies, UCLM, Spain","Department of Information Systems and Technologies at the UCLM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technologies, UCLM, Spain","institution_ids":["https://openalex.org/I4210141563"]},{"raw_affiliation_string":"Department of Information Systems and Technologies at the UCLM","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075957458","display_name":"V\u00edctor Hugo Men\u00e9ndez Dom\u00ednguez","orcid":"https://orcid.org/0000-0003-3587-1263"},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Victor H. Menendez","raw_affiliation_strings":["Faculty of Mathematics, Universidad Aut\u00f3noma de Yucat\u00e1n, Mexico","Faculty of Mathematics at The Universidad Aut\u00f3noma de Yucat\u00e1n (UADY), M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Universidad Aut\u00f3noma de Yucat\u00e1n, Mexico","institution_ids":["https://openalex.org/I23878562"]},{"raw_affiliation_string":"Faculty of Mathematics at The Universidad Aut\u00f3noma de Yucat\u00e1n (UADY), M\u00e9xico","institution_ids":["https://openalex.org/I23878562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009251803","display_name":"Alfredo Zapata Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-5087-6244"},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alfredo Zapata","raw_affiliation_strings":["Faculty of Education, Universidad Autonoma de Yucatan, Mexico","Faculty of Education at the UADY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Universidad Autonoma de Yucatan, Mexico","institution_ids":["https://openalex.org/I23878562"]},{"raw_affiliation_string":"Faculty of Education at the UADY","institution_ids":["https://openalex.org/I23878562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108233018","display_name":"Manuel E. Prieto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141563","display_name":"Institute of Information Technologies","ror":"https://ror.org/03ypsgm65","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210141563"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Manuel E. Prieto","raw_affiliation_strings":["Department of Information Systems and Technologies, UCLM, Spain","Department of Information Systems and Technologies at the UCLM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technologies, UCLM, Spain","institution_ids":["https://openalex.org/I4210141563"]},{"raw_affiliation_string":"Department of Information Systems and Technologies at the UCLM","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7247,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.91700963,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"349","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9991999864578247,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9991999864578247,"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/T12031","display_name":"Speech and dialogue systems","score":0.995199978351593,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.833350658416748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8173388242721558},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6601657271385193},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.5936692953109741},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.572979211807251},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5548113584518433},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.5317705273628235},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.5089702606201172},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49265581369400024},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.49136677384376526},{"id":"https://openalex.org/keywords/ontology-inference-layer","display_name":"Ontology Inference Layer","score":0.48114025592803955},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.4642190933227539},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4382087290287018},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4095267951488495},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.364465594291687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36039143800735474},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.35834911465644836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3342565894126892},{"id":"https://openalex.org/keywords/owl-s","display_name":"OWL-S","score":0.28099602460861206},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21357461810112},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.10941532254219055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07911482453346252}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.833350658416748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173388242721558},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6601657271385193},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.5936692953109741},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.572979211807251},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5548113584518433},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.5317705273628235},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.5089702606201172},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49265581369400024},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.49136677384376526},{"id":"https://openalex.org/C115408247","wikidata":"https://www.wikidata.org/wiki/Q3882789","display_name":"Ontology Inference Layer","level":5,"score":0.48114025592803955},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.4642190933227539},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4382087290287018},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4095267951488495},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.364465594291687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36039143800735474},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.35834911465644836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3342565894126892},{"id":"https://openalex.org/C50382505","wikidata":"https://www.wikidata.org/wiki/Q2553356","display_name":"OWL-S","level":4,"score":0.28099602460861206},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21357461810112},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.10941532254219055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07911482453346252},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W101981050","https://openalex.org/W179611734","https://openalex.org/W194473083","https://openalex.org/W318961524","https://openalex.org/W1855865222","https://openalex.org/W1987680958","https://openalex.org/W1994604382","https://openalex.org/W2016089260","https://openalex.org/W2021419505","https://openalex.org/W2079656678","https://openalex.org/W2088864984","https://openalex.org/W2099814040","https://openalex.org/W2102381086","https://openalex.org/W2142120379","https://openalex.org/W2145413874","https://openalex.org/W2146874204","https://openalex.org/W2168817362","https://openalex.org/W2996646653","https://openalex.org/W3142110574","https://openalex.org/W4240908132","https://openalex.org/W6611162344","https://openalex.org/W6670271065","https://openalex.org/W6792154874"],"related_works":["https://openalex.org/W2075489301","https://openalex.org/W2051508632","https://openalex.org/W2156556194","https://openalex.org/W2384218079","https://openalex.org/W2375862234","https://openalex.org/W2356383308","https://openalex.org/W2612291616","https://openalex.org/W2139874817","https://openalex.org/W32836482","https://openalex.org/W3009694037"],"abstract_inverted_index":{"Ontologies":[0],"represent":[1,38],"a":[2,32,82,114],"method":[3],"of":[4,19,26,47,70,117],"sharing":[5],"and":[6,59,131],"reusing":[7],"knowledge":[8],"on":[9],"the":[10,24,48,52,68,71,100,108,118,127],"semantic":[11],"web.":[12],"A":[13],"fuzzy":[14,111],"ontology":[15,72,112],"is":[16,73,93,113,129],"an":[17],"extension":[18],"domain":[20],"ontologies":[21],"for":[22,85],"solving":[23],"problems":[25],"uncertainty.":[27],"This":[28,76],"paper":[29],"shows":[30],"how":[31],"Fuzzy":[33],"Ontology":[34],"based":[35],"approach":[36,77,128],"can":[37],"user":[39,49,91,101],"profiles":[40],"in":[41,54,88],"e-learning":[42],"environments.":[43],"The":[44,103,121],"ontological":[45],"representation":[46,116],"profile":[50,92],"enhances":[51],"performance":[53],"tasks":[55],"such":[56],"as":[57],"filtering":[58],"information":[60],"retrieval.":[61],"An":[62],"algorithm":[63],"that":[64,107,126],"allows":[65],"automatically":[66,109],"creating":[67],"construction":[69],"also":[74,124],"introduced.":[75],"has":[78],"been":[79],"integrated":[80],"into":[81],"management":[83],"tool":[84],"Learning":[86,96],"Objects,":[87],"which":[89],"each":[90],"built":[94],"from":[95],"Objects":[97],"published":[98],"by":[99],"himself.":[102],"initial":[104],"experiments":[105],"confirm":[106],"obtained":[110],"good":[115],"user's":[119],"preferences.":[120],"experiment":[122],"results":[123],"indicate":[125],"useful":[130],"warrants":[132],"further":[133],"research.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
