{"id":"https://openalex.org/W2552093010","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737873","title":"A Fuzzy Cognitive Map like recommender system of Learning Resources","display_name":"A Fuzzy Cognitive Map like recommender system of Learning Resources","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2552093010","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737873","mag":"2552093010"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dspace.utpl.edu.ec/handle/123456789/18741","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042045106","display_name":"Jos\u00e9 Aguilar","orcid":"https://orcid.org/0000-0003-4194-6882"},"institutions":[{"id":"https://openalex.org/I4210117061","display_name":"Universidad Nacional de Loja","ror":"https://ror.org/03a5x6z77","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210117061"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Jose Aguilar","raw_affiliation_strings":["CEMISID, Universidad de Los Andes, Loja, Ecuador"],"affiliations":[{"raw_affiliation_string":"CEMISID, Universidad de Los Andes, Loja, Ecuador","institution_ids":["https://openalex.org/I4210117061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021420884","display_name":"Priscila Valdiviezo-D\u00edaz","orcid":"https://orcid.org/0000-0002-5216-8820"},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Priscila Valdiviezo-Diaz","raw_affiliation_strings":["Depto. de Ciencias de la Computaci\u00f3n y Electr\u00f3nica, Universidad T\u00e9cnica Particular de, Loja, Ecuador"],"affiliations":[{"raw_affiliation_string":"Depto. de Ciencias de la Computaci\u00f3n y Electr\u00f3nica, Universidad T\u00e9cnica Particular de, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111501764","display_name":"Guido Riofr\u00edo","orcid":null},"institutions":[{"id":"https://openalex.org/I100205273","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24","country_code":"EC","type":"education","lineage":["https://openalex.org/I100205273"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Guido Riofrio","raw_affiliation_strings":["Depto. de Ciencias de la Computaci\u00f3n y Electr\u00f3nica, Universidad T\u00e9cnica Particular de, Loja, Ecuador"],"affiliations":[{"raw_affiliation_string":"Depto. de Ciencias de la Computaci\u00f3n y Electr\u00f3nica, Universidad T\u00e9cnica Particular de, Loja, Ecuador","institution_ids":["https://openalex.org/I100205273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042045106"],"corresponding_institution_ids":["https://openalex.org/I4210117061"],"apc_list":null,"apc_paid":null,"fwci":2.9993,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93002235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1539","last_page":"1546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9345999956130981,"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/recommender-system","display_name":"Recommender system","score":0.9184039831161499},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.8595312833786011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8200358152389526},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.591189980506897},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5172936916351318},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5141475796699524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4733871519565582},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.46583476662635803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38507652282714844},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2561027407646179},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.15519097447395325}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9184039831161499},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.8595312833786011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8200358152389526},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.591189980506897},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5172936916351318},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5141475796699524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4733871519565582},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46583476662635803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38507652282714844},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2561027407646179},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.15519097447395325},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.utpl.edu.ec:123456789/18741","is_oa":true,"landing_page_url":"http://dspace.utpl.edu.ec/handle/123456789/18741","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"reponame:Repositorio Universidad T\u00e9cnica Particular de Loja","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dspace.utpl.edu.ec:123456789/18741","is_oa":true,"landing_page_url":"http://dspace.utpl.edu.ec/handle/123456789/18741","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"reponame:Repositorio Universidad T\u00e9cnica Particular de Loja","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318905","display_name":"Universidad T\u00e9cnica Particular de Loja","ror":"https://ror.org/04dvbth24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W111868033","https://openalex.org/W1597703625","https://openalex.org/W1650939570","https://openalex.org/W1690919088","https://openalex.org/W1942192179","https://openalex.org/W1964054627","https://openalex.org/W1969826649","https://openalex.org/W1983585289","https://openalex.org/W1993032255","https://openalex.org/W2097421527","https://openalex.org/W2101187153","https://openalex.org/W2135160531","https://openalex.org/W2143459909","https://openalex.org/W2188772555","https://openalex.org/W2438094840","https://openalex.org/W2523230691","https://openalex.org/W4291271569","https://openalex.org/W6635790205","https://openalex.org/W6640659561","https://openalex.org/W6718515328","https://openalex.org/W6727315889"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0,47],"this":[1,48,52],"paper":[2],"we":[3,50],"propose":[4],"a":[5,15,21,25,41],"Fuzzy":[6,56],"Cognitive":[7,57],"Maps":[8],"(FCMs)":[9],"to":[10],"recommender":[11,42,53,60,96],"Learning":[12,45],"Resources":[13],"in":[14,27],"Smart":[16,22],"Classroom.":[17],"We":[18],"have":[19],"proposed":[20],"Environment":[23],"for":[24],"Classroom":[26],"previous":[28],"works,":[29],"based":[30,98],"on":[31,99],"Multi-agent":[32],"Systems,":[33],"called":[34],"SaCI.":[35],"One":[36],"of":[37,44,80,94],"its":[38],"agents":[39],"is":[40],"system":[43,54,61,97],"Resources.":[46],"paper,":[49],"define":[51],"using":[55],"Maps.":[58],"Our":[59],"exploits":[62],"the":[63],"knowledge,":[64],"learns,":[65],"discovers":[66],"new":[67],"information,":[68],"infers":[69],"preferences,":[70],"among":[71],"other":[72],"thing.":[73],"For":[74],"that,":[75],"it":[76],"uses":[77],"five":[78],"types":[79],"knowledge":[81],"from":[82],"SaCI:":[83],"students,":[84],"learning":[85],"resources,":[86],"topics,":[87],"context":[88],"and":[89],"criticism.":[90],"The":[91],"performance":[92],"results":[93],"our":[95],"FCMs":[100],"are":[101],"very":[102],"encouraging.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}