{"id":"https://openalex.org/W3094472637","doi":"https://doi.org/10.1109/ccs49175.2020.9231339","title":"A Study on AI-FML Robotic Agent for Student Learning Behavior Ontology Construction","display_name":"A Study on AI-FML Robotic Agent for Student Learning Behavior Ontology Construction","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3094472637","doi":"https://doi.org/10.1109/ccs49175.2020.9231339","mag":"3094472637"},"language":"en","primary_location":{"id":"doi:10.1109/ccs49175.2020.9231339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccs49175.2020.9231339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Symposium on Community-centric Systems (CcS)","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/A5108167394","display_name":"Chang-Shing Lee","orcid":"https://orcid.org/0000-0002-1416-1572"},"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":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"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":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015669895","display_name":"Wen-Kai Kuan","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":"Wen-Kai Kuan","raw_affiliation_strings":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027562934","display_name":"Zong-Han Ciou","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":"Zong-Han Ciou","raw_affiliation_strings":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087093887","display_name":"Yi-Lin Tsai","orcid":"https://orcid.org/0000-0002-6698-3762"},"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":"Yi-Lin Tsai","raw_affiliation_strings":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090259406","display_name":"Weishan Chang","orcid":"https://orcid.org/0000-0003-4583-5290"},"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":"Wei-Shan Chang","raw_affiliation_strings":["National University of Tainan, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National University of Tainan, Tainan, Taiwan","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044333424","display_name":"Lian\u2010Chao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Lian-Chao Li","raw_affiliation_strings":["Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074076109","display_name":"Naoyuki Kubota","orcid":"https://orcid.org/0000-0001-8829-037X"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoyuki Kubota","raw_affiliation_strings":["Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018417943","display_name":"Tzong-Xiang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tzong-Xiang Huang","raw_affiliation_strings":["Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040244392","display_name":"Eri Sato-Shimokawara","orcid":"https://orcid.org/0000-0002-4189-9724"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eri Sato-Shimokawara","raw_affiliation_strings":["Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056005443","display_name":"Toru Yamaguchi","orcid":"https://orcid.org/0000-0002-7183-7209"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toru Yamaguchi","raw_affiliation_strings":["Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5108167394"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":0.5885,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67663171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9927999973297119,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9769999980926514,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.965499997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7050735950469971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351519227027893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6043325662612915},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.6023473739624023},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.548141360282898},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.546390950679779},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5235571265220642},{"id":"https://openalex.org/keywords/cognitive-robotics","display_name":"Cognitive robotics","score":0.49790167808532715},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4847102165222168},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48461684584617615},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.46831876039505005},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4477772116661072},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.42926323413848877},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.42715543508529663},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07090872526168823}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7050735950469971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351519227027893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6043325662612915},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.6023473739624023},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.548141360282898},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.546390950679779},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5235571265220642},{"id":"https://openalex.org/C192327766","wikidata":"https://www.wikidata.org/wiki/Q1038799","display_name":"Cognitive robotics","level":3,"score":0.49790167808532715},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4847102165222168},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48461684584617615},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.46831876039505005},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4477772116661072},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.42926323413848877},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.42715543508529663},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07090872526168823},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccs49175.2020.9231339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccs49175.2020.9231339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Symposium on Community-centric Systems (CcS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8600000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2739882142","https://openalex.org/W2788181973","https://openalex.org/W2949733122","https://openalex.org/W2971544882","https://openalex.org/W3000362923","https://openalex.org/W3000607202","https://openalex.org/W3045138274","https://openalex.org/W3082472961"],"related_works":["https://openalex.org/W4255709826","https://openalex.org/W2161520603","https://openalex.org/W2612836981","https://openalex.org/W1514940859","https://openalex.org/W2604958989","https://openalex.org/W4389284117","https://openalex.org/W1599792556","https://openalex.org/W2618926139","https://openalex.org/W4244883971","https://openalex.org/W2108086216"],"abstract_inverted_index":{"In":[0,46],"this":[1],"paper,":[2],"we":[3],"propose":[4],"an":[5],"AI-FML":[6,26,66,114],"robotic":[7,27,67,115],"agent":[8,28,63,73,77,86,105,108,116],"for":[9,41,142],"student":[10,43],"learning":[11,44],"behavior":[12],"ontology":[13,31],"construction":[14],"which":[15],"can":[16,100,132],"be":[17,133],"applied":[18,118],"in":[19,64,96,119,123,135],"English":[20],"speaking":[21],"and":[22,38,60,74,99,106,121,138],"listening":[23],"domain.":[24],"The":[25,112,125],"with":[29,87,102],"the":[30,33,65,71,75,79,84,88,97,103,110,130,136,143],"contains":[32],"perception":[34,55,72,104],"intelligence,":[35,37],"computational":[36,58,85],"cognition":[39,62,76,107],"intelligence":[40],"analyzing":[42],"behavior.":[45],"addition,":[47],"there":[48],"are":[49],"three":[50],"intelligent":[51],"agents,":[52],"including":[53],"a":[54,57,61],"agent,":[56,59],"agent.":[68],"We":[69],"deploy":[70],"on":[78],"robot":[80],"Kebbi":[81],"Air.":[82],"Moreover,":[83],"Deep":[89],"Neural":[90],"Network":[91],"(DNN)":[92],"model":[93,141],"is":[94,117],"performed":[95],"cloud":[98],"communicate":[101],"via":[109],"Internet.":[111],"proposed":[113],"Taiwan":[120],"tested":[122],"Japan.":[124],"experimental":[126],"results":[127],"show":[128],"that":[129],"agents":[131],"utilized":[134],"human":[137],"machine":[139],"co-learning":[140],"future":[144],"education.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}