{"id":"https://openalex.org/W2553185533","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737806","title":"Genetic fuzzy markup language-based item response theory agent for online self-learning platform construction","display_name":"Genetic fuzzy markup language-based item response theory agent for online self-learning platform construction","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2553185533","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737806","mag":"2553185533"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737806","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073722293","display_name":"Chang-Shing Lee","orcid":"https://orcid.org/0000-0002-4743-2746"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chang-Shing Lee","raw_affiliation_strings":["Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103199738","display_name":"Mei\u2010Hui Wang","orcid":"https://orcid.org/0009-0006-0896-8130"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mei-Hui Wang","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National University of Tainan, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006742816","display_name":"Koun-Hong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Koun-Hong Lin","raw_affiliation_strings":["Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058166368","display_name":"Sheng-Chi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Chi Yang","raw_affiliation_strings":["Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research of Knowledge Application & Web Service, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008114938","display_name":"Ting-Tzu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ting-Tzu Lin","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National University of Tainan, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":0.4416,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8023132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"1067","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9952999949455261,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9952999949455261,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9897000193595886,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7733371257781982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7522344589233398},{"id":"https://openalex.org/keywords/markup-language","display_name":"Markup language","score":0.6998324990272522},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6653946042060852},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5811071395874023},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5705357789993286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4718092679977417},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4149111211299896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40115296840667725},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.40096718072891235},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32586026191711426},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.1844460666179657},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09897857904434204}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7733371257781982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522344589233398},{"id":"https://openalex.org/C45874996","wikidata":"https://www.wikidata.org/wiki/Q37045","display_name":"Markup language","level":3,"score":0.6998324990272522},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6653946042060852},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5811071395874023},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5705357789993286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4718092679977417},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4149111211299896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40115296840667725},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.40096718072891235},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32586026191711426},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.1844460666179657},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09897857904434204},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737806","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313934","display_name":"Institut national de recherche en informatique et en automatique (INRIA)","ror":"https://ror.org/02kvxyf05"},{"id":"https://openalex.org/F4320322832","display_name":"University of Tokyo","ror":"https://ror.org/057zh3y96"},{"id":"https://openalex.org/F4320326286","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W353426436","https://openalex.org/W1924557441","https://openalex.org/W1997088963","https://openalex.org/W1998682384","https://openalex.org/W2010805132","https://openalex.org/W2014020335","https://openalex.org/W2022480731","https://openalex.org/W2054646265","https://openalex.org/W2097563491","https://openalex.org/W2150192952","https://openalex.org/W2156923470","https://openalex.org/W2175212666","https://openalex.org/W2175941684","https://openalex.org/W2286283627","https://openalex.org/W2898916015","https://openalex.org/W4238782688","https://openalex.org/W4245044266"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"Popularity":[0],"of":[1,72,106],"the":[2,87,104,111],"Internet":[3],"has":[4],"increased":[5],"online":[6,19],"self-learning":[7,20],"platforms":[8],"such":[9],"as":[10],"Coursera":[11],"and":[12],"Khan":[13],"Academy.":[14],"This":[15],"paper":[16,52],"proposes":[17],"an":[18,63],"platform":[21],"(KWS":[22],"learning":[23,31,80],"platform)":[24],"for":[25,32,69],"self-learners":[26],"to":[27,38,61,85],"improve":[28,86],"their":[29],"English":[30,92],"listening":[33,93],"in":[34,49],"southern":[35],"Taiwan.":[36],"According":[37],"students'":[39],"response":[40,65],"data":[41],"from":[42],"Formosa":[43],"Cup":[44],"2015":[45],"challenge":[46],"match":[47],"held":[48],"Taiwan,":[50],"this":[51],"also":[53,83],"applies":[54],"a":[55,75],"genetic":[56,79],"fuzzy":[57],"markup":[58],"language":[59],"(GFML)":[60],"propose":[62],"item":[64],"theory":[66],"(IRT)":[67],"agent":[68,113],"inferring":[70],"possibility":[71],"correctly":[73],"answering":[74],"specific":[76],"item.":[77],"A":[78],"mechanism":[81],"is":[82,95],"adopted":[84],"experimental":[88],"results.":[89],"The":[90],"learners'":[91],"ability":[94],"actually":[96],"improved":[97],"by":[98],"constant":[99],"practices.":[100],"An":[101],"evaluation":[102],"on":[103],"performance":[105],"our":[107],"proposed":[108,112],"method":[109],"shows":[110],"can":[114],"work":[115],"effectively.":[116]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}