{"id":"https://openalex.org/W4280559320","doi":"https://doi.org/10.1109/educon52537.2022.9766384","title":"Digital Transformation (DX) for Skill Learners: The Design Methodology and Implementation of Educational Chatbot using Knowledge Connection and Emotional Expression","display_name":"Digital Transformation (DX) for Skill Learners: The Design Methodology and Implementation of Educational Chatbot using Knowledge Connection and Emotional Expression","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4280559320","doi":"https://doi.org/10.1109/educon52537.2022.9766384"},"language":"en","primary_location":{"id":"doi:10.1109/educon52537.2022.9766384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766384","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","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/A5100405884","display_name":"Chaofeng Zhang","orcid":"https://orcid.org/0000-0002-1042-1541"},"institutions":[{"id":"https://openalex.org/I74640424","display_name":"Advanced Institute of Industrial Technology","ror":"https://ror.org/04f9apy08","country_code":"JP","type":"education","lineage":["https://openalex.org/I74640424"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Chaofeng Zhang","raw_affiliation_strings":["Advanced Institute of Industrial Technology,School of Industrial Technology,Tokyo,Japan","School of Industrial Technology, Advanced Institute of Industrial Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Advanced Institute of Industrial Technology,School of Industrial Technology,Tokyo,Japan","institution_ids":["https://openalex.org/I74640424"]},{"raw_affiliation_string":"School of Industrial Technology, Advanced Institute of Industrial Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I74640424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007267530","display_name":"Gaolei Li","orcid":"https://orcid.org/0000-0003-3913-5001"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaolei Li","raw_affiliation_strings":["Shanghai Jiao Tong University,School of Electric Information and Electrical Engineering,Shanghai,China","School of Electric Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,School of Electric Information and Electrical Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Electric Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103125589","display_name":"Hiroshi Hashimoto","orcid":"https://orcid.org/0000-0003-2416-8038"},"institutions":[{"id":"https://openalex.org/I74640424","display_name":"Advanced Institute of Industrial Technology","ror":"https://ror.org/04f9apy08","country_code":"JP","type":"education","lineage":["https://openalex.org/I74640424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Hashimoto","raw_affiliation_strings":["Advanced Institute of Industrial Technology,School of Industrial Technology,Tokyo,Japan","School of Industrial Technology, Advanced Institute of Industrial Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Advanced Institute of Industrial Technology,School of Industrial Technology,Tokyo,Japan","institution_ids":["https://openalex.org/I74640424"]},{"raw_affiliation_string":"School of Industrial Technology, Advanced Institute of Industrial Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I74640424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100715303","display_name":"Zejun Zhang","orcid":"https://orcid.org/0000-0003-1113-0532"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zejun Zhang","raw_affiliation_strings":["Zhejiang University,Ocean College,Zhoushan,China","Ocean College, Zhejiang University, Zhoushan, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,Ocean College,Zhoushan,China","institution_ids":["https://openalex.org/I31847773"]},{"raw_affiliation_string":"Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100405884"],"corresponding_institution_ids":["https://openalex.org/I74640424"],"apc_list":null,"apc_paid":null,"fwci":1.6832,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83269082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"998","last_page":"1003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9950000047683716,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9950000047683716,"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"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9939000010490417,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9559000134468079,"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/chatbot","display_name":"Chatbot","score":0.8748393058776855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6396210789680481},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5985752940177917},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3542639911174774},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3334271311759949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2567936182022095}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8748393058776855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6396210789680481},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5985752940177917},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3542639911174774},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3334271311759949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2567936182022095},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon52537.2022.9766384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766384","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1509901816","https://openalex.org/W2077871754","https://openalex.org/W2797790703","https://openalex.org/W3039519178","https://openalex.org/W3112931617","https://openalex.org/W3128735193","https://openalex.org/W3150216605","https://openalex.org/W4220711300"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4387007686","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4293646425"],"abstract_inverted_index":{"With":[0],"the":[1,21,28,35,77,82,121,135,138,158],"continuous":[2],"evolution":[3],"of":[4,34,111,120,140],"online":[5,7],"education,":[6],"educational":[8,29,59],"chatbots":[9,30,114],"have":[10],"become":[11],"an":[12,57],"indispensable":[13],"help":[14],"between":[15],"teachers":[16],"and":[17,48,68,102,115,125,145,157],"learners.":[18,90],"Due":[19],"to":[20,31,71,85,88,96,134],"unified":[22],"answers,":[23],"it":[24],"is":[25,161],"hard":[26],"for":[27,163],"replace":[32],"part":[33],"teacher’s":[36],"work,":[37],"which":[38],"should":[39],"be":[40],"more":[41],"efficient":[42],"than":[43],"textbooks":[44],"when":[45,155],"retrieving":[46],"knowledge":[47,143],"establishing":[49],"emotional":[50,74,98,146],"connections.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"propose":[56],"AI-based":[58],"chatbot":[60],"paradigm":[61],"that":[62],"introduces":[63],"context":[64],"recognition,":[65],"learning":[66,130],"experience,":[67],"emotion":[69],"management":[70],"improve":[72],"learners’":[73,105,122,159],"confidence":[75],"through":[76],"dialogue":[78,123,153],"template":[79],"while":[80],"strengthening":[81],"chatbots’":[83],"ability":[84],"guide":[86],"materials":[87],"inspire":[89],"We":[91,107],"utilize":[92],"long-term":[93],"attention":[94],"mechanisms":[95],"establish":[97],"connections":[99],"with":[100],"learners":[101],"strengthen":[103],"skill":[104,165],"self-efficacy.":[106],"investigate":[108],"two":[109],"types":[110],"up-to-date":[112],"AI":[113],"conduct":[116],"a":[117,149],"mathematical":[118],"analysis":[119,136],"trust":[124,154],"self-efficacy":[126,160],"by":[127],"DNN":[128],"(deep":[129],"neural":[131],"network).":[132],"Referring":[133],"results,":[137],"introduction":[139],"mechanism":[141],"rationale":[142],"sharing":[144],"connection":[147],"has":[148],"significant":[150],"effect":[151],"on":[152],"chatting,":[156],"satisfied":[162],"future":[164],"learning.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}