{"id":"https://openalex.org/W2175941684","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338100","title":"FML-based intelligent adaptive assessment platform for learning materials recommendation","display_name":"FML-based intelligent adaptive assessment platform for learning materials recommendation","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2175941684","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338100","mag":"2175941684"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7338100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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":true,"raw_author_name":"Chang-Shing Lee","raw_affiliation_strings":["Center for Research of Knowledge Application & Web Service National University of Tainan, Tainan, Taiwan"],"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"],"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/A5069674419","display_name":"Jianlin Yu","orcid":"https://orcid.org/0009-0003-6653-8516"},"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":"Jian-Lin Yu","raw_affiliation_strings":["Dept. of Computer Science and Information Engineering, National University of Tainan, Tainan, Taiwan"],"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"],"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/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"],"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/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"],"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/A5015116281","display_name":"Sheng-Lun Cho","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-Lun Cho","raw_affiliation_strings":["Center for Research of Knowledge Application & Web Service National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Center for Research of Knowledge Application & Web Service National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5073722293"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":3.973,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94166818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9983000159263611,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9983000159263611,"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":0.998199999332428,"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/T11122","display_name":"Online Learning and Analytics","score":0.9961000084877014,"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":0.7293788194656372},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.5759148597717285},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5576236844062805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5362982153892517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5000433921813965},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.4597705602645874},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.44112324714660645},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4332759976387024},{"id":"https://openalex.org/keywords/proactive-learning","display_name":"Proactive learning","score":0.4123693108558655},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.3616716265678406},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.09792789816856384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293788194656372},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5759148597717285},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5576236844062805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5362982153892517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5000433921813965},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.4597705602645874},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.44112324714660645},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4332759976387024},{"id":"https://openalex.org/C12298181","wikidata":"https://www.wikidata.org/wiki/Q7246814","display_name":"Proactive learning","level":5,"score":0.4123693108558655},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.3616716265678406},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.09792789816856384},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7338100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1924557441","https://openalex.org/W1966943864","https://openalex.org/W1976186867","https://openalex.org/W1982867434","https://openalex.org/W1990404479","https://openalex.org/W1997088963","https://openalex.org/W2011544602","https://openalex.org/W2015580513","https://openalex.org/W2016736059","https://openalex.org/W2018904618","https://openalex.org/W2022480731","https://openalex.org/W2037171314","https://openalex.org/W2054646265","https://openalex.org/W2084098713","https://openalex.org/W2090317907","https://openalex.org/W2090478995","https://openalex.org/W2100730053","https://openalex.org/W2101161011","https://openalex.org/W2106866704","https://openalex.org/W2109511281","https://openalex.org/W2117766479","https://openalex.org/W2122443174","https://openalex.org/W2159219685","https://openalex.org/W4245044266","https://openalex.org/W4250351971","https://openalex.org/W6649669123","https://openalex.org/W6663949060"],"related_works":["https://openalex.org/W2115213081","https://openalex.org/W2140236392","https://openalex.org/W3099584536","https://openalex.org/W2380970325","https://openalex.org/W328998525","https://openalex.org/W4236450169","https://openalex.org/W2974745114","https://openalex.org/W2137859757","https://openalex.org/W2368905541","https://openalex.org/W2112594120"],"abstract_inverted_index":{"There":[0],"are":[1],"many":[2,13],"students":[3,44,97,115],"learning":[4,14,20,52,71,93,110,125,133,156],"their":[5,26,51],"academic":[6],"studies":[7],"via":[8],"on-line":[9],"education":[10],"platform":[11,40],"with":[12],"materials;":[15],"however,":[16],"how":[17],"to":[18,25,42,45,49,64,95,119,127,144],"select":[19],"materials":[21,72,94],"that":[22,138],"exactly":[23],"fit":[24],"competence":[27],"is":[28,142,153],"not":[29],"easy":[30],"for":[31,155],"them.":[32],"This":[33],"paper":[34,56],"proposes":[35,58],"an":[36,59],"intelligent":[37],"adaptive":[38,47],"assessment":[39],"(IAAP)":[41],"allow":[43],"do":[46],"testing":[48],"assess":[50],"ability.":[53],"Additionally,":[54],"this":[55],"also":[57],"FML-based":[60],"fuzzy":[61,77],"inference":[62],"mechanism":[63,88],"infer":[65],"the":[66,69,75,91,96,100,104,108,120,129,139,150],"rank":[67,106],"of":[68,107,131],"recommended":[70,92,109],"based":[73,98],"on":[74,99],"constructed":[76,101],"ontology,":[78],"including":[79],"knowledge":[80],"base":[81],"and":[82,103,122,149,159],"rule":[83],"base.":[84],"The":[85],"learning-material":[86],"recommendation":[87,158],"then":[89],"outputs":[90],"ontologies":[102],"inferred":[105],"materials.":[111],"Finally,":[112],"after":[113],"learning,":[114],"provide":[116],"a":[117],"feedback":[118],"IAAP":[121,141],"starts":[123],"next":[124],"iteration":[126],"achieve":[128],"goal":[130],"students'":[132,147],"progress.":[134],"Experimental":[135],"results":[136],"show":[137],"developed":[140],"able":[143],"correctly":[145],"estimate":[146],"ability":[148],"proposed":[151],"approach":[152],"feasible":[154],"materials'":[157],"self-learning.":[160]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}