{"id":"https://openalex.org/W2079622516","doi":"https://doi.org/10.1109/fie.2012.6462345","title":"Improving collaborative learning by personalization in Virtual Learning Environments using agents and competency-based ontology","display_name":"Improving collaborative learning by personalization in Virtual Learning Environments using agents and competency-based ontology","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2079622516","doi":"https://doi.org/10.1109/fie.2012.6462345","mag":"2079622516"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2012.6462345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2012.6462345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Frontiers in Education Conference Proceedings","raw_type":"proceedings-article"},"type":"article","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/A5026929426","display_name":"Vitor Bremgartner da Frota","orcid":"https://orcid.org/0000-0003-1073-756X"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"V. Bremgartner","raw_affiliation_strings":["Computer Institute, PPGI, Federal University of Amazonas, Manaus, Amazonas, Brazil","Computer Institute, PPGI, Federal University of Amazonas, Manaus, AM, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Institute, PPGI, Federal University of Amazonas, Manaus, Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Computer Institute, PPGI, Federal University of Amazonas, Manaus, AM, Brazil#TAB#","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071457126","display_name":"Jos\u00e9 Francisco de Magalh\u00e3es Netto","orcid":"https://orcid.org/0000-0002-4772-2399"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J. F. de Magalhaes Netto","raw_affiliation_strings":["Computer Institute, PPGI, Federal University of Amazonas, Manaus, Amazonas, Brazil","Computer Institute, PPGI, Federal University of Amazonas, Manaus, AM, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Institute, PPGI, Federal University of Amazonas, Manaus, Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Computer Institute, PPGI, Federal University of Amazonas, Manaus, AM, Brazil#TAB#","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026929426"],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":2.1407,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88627847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9951000213623047,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9951000213623047,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9688000082969666,"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/personalization","display_name":"Personalization","score":0.8127162456512451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.747301459312439},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6987854838371277},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.606487512588501},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.578632116317749},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5059701800346375},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5007171630859375},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3963346481323242},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3900296986103058},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33220016956329346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2307385802268982}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8127162456512451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.747301459312439},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6987854838371277},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.606487512588501},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.578632116317749},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5059701800346375},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5007171630859375},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3963346481323242},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3900296986103058},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33220016956329346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2307385802268982},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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":1,"locations":[{"id":"doi:10.1109/fie.2012.6462345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2012.6462345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Frontiers in Education Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1511777619","https://openalex.org/W1972599743","https://openalex.org/W1975674576","https://openalex.org/W1992780848","https://openalex.org/W2040069862","https://openalex.org/W2131908866","https://openalex.org/W2147495459","https://openalex.org/W2898916015","https://openalex.org/W4239696231","https://openalex.org/W6630503036"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W4385420271","https://openalex.org/W4312192618","https://openalex.org/W2134193488","https://openalex.org/W2141531133"],"abstract_inverted_index":{"With":[0],"the":[1,14,21,24,33,73,79,93,105,138,144,150,153,156,159,166,174,178,184],"spread":[2],"of":[3,16,72,108,137,143,152,158],"distance":[4],"education":[5],"courses":[6],"or":[7,48],"blended,":[8],"an":[9],"increasingly":[10],"common":[11],"problem":[12,58],"is":[13,63],"lack":[15],"a":[17,69,130],"personalized":[18],"accompaniment":[19],"to":[20,55,88,101,120,148,170,181],"student":[22],"and":[23,30,35,68,84,99,155,172],"delay":[25],"in":[26,39,60,118,129,165,168,183],"responding":[27],"by":[28],"mediators":[29],"other":[31],"colleagues":[32],"doubts":[34,81,109],"requests":[36],"from":[37,110],"students":[38],"Virtual":[40],"Learning":[41],"Environments":[42],"(VLEs),":[43],"usually":[44],"posted":[45],"on":[46,65],"forums":[47],"manifested":[49],"via":[50],"e-mail.":[51],"The":[52,125,141],"approach":[53],"taken":[54],"solving":[56],"this":[57,61],"presented":[59],"paper":[62],"based":[64],"multi-agent":[66],"systems":[67],"competency-based":[70],"ontology":[71],"learner":[74],"model.":[75],"Through":[76],"such":[77],"technologies,":[78],"student's":[80],"are":[82,86],"identified":[83],"these":[85],"directed":[87],"community":[89],"members":[90],"who":[91],"have":[92],"profile":[94],"with":[95],"best":[96],"suited":[97],"skills":[98],"competencies":[100],"resolve":[102],"it,":[103],"decreasing":[104],"response":[106],"time":[107],"students.":[111],"A":[112],"Petri":[113],"Net":[114],"has":[115],"been":[116],"developed":[117],"order":[119,169],"represent":[121],"interactions":[122],"among":[123],"agents.":[124],"system":[126,154],"was":[127],"tested":[128],"Numerical":[131],"Analysis":[132],"class":[133],"that":[134],"makes":[135],"use":[136],"VLE":[139],"Moodle.":[140],"results":[142],"tests":[145],"were":[146,163],"used":[147],"prove":[149],"validity":[151],"viability":[157],"solution.":[160],"Survey":[161],"questionnaires":[162],"passed":[164],"classroom":[167],"obtain":[171],"evaluate":[173],"students'":[175],"impressions":[176],"about":[177],"resource":[179],"available":[180],"them":[182],"VLE.":[185]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
