{"id":"https://openalex.org/W4389302543","doi":"https://doi.org/10.1109/ickii58656.2023.10332591","title":"Application of Generative Adversarial Network Algorithm on Journaling System with Comics and Cognitive-Behavioral Theory in Social-Emotional Learning for Intermediate Elementary Students: A Pilot Study","display_name":"Application of Generative Adversarial Network Algorithm on Journaling System with Comics and Cognitive-Behavioral Theory in Social-Emotional Learning for Intermediate Elementary Students: A Pilot Study","publication_year":2023,"publication_date":"2023-08-11","ids":{"openalex":"https://openalex.org/W4389302543","doi":"https://doi.org/10.1109/ickii58656.2023.10332591"},"language":"en","primary_location":{"id":"doi:10.1109/ickii58656.2023.10332591","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ickii58656.2023.10332591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Knowledge Innovation and Invention (ICKII)","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/A5007818124","display_name":"Shih\u2010Wen Su","orcid":"https://orcid.org/0000-0002-1270-0210"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Shih-Wen Su","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Computer Science,Hsinchu,Taiwan","Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Computer Science,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010298577","display_name":"Cathy Weng","orcid":"https://orcid.org/0000-0001-8095-8494"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cathy Weng","raw_affiliation_strings":["National Taiwan University of Science and Technology,Graduate Institute of Digital Learning and Education,Taipei,Taiwan","Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Graduate Institute of Digital Learning and Education,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015864744","display_name":"Yu-Ru Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Ru Chang","raw_affiliation_strings":["National Taiwan University of Science and Technology,Graduate Institute of Digital Learning and Education,Taipei,Taiwan","Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Graduate Institute of Digital Learning and Education,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771481","display_name":"Chuen\u2013Tsai Sun","orcid":"https://orcid.org/0000-0002-4757-9131"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chuen-Tsai Sun","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Computer Science,Hsinchu,Taiwan","Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Computer Science,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087977877","display_name":"Sheng-Fang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121691","display_name":"Taiwan Futures Exchange (Taiwan)","ror":"https://ror.org/02kn8f882","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210121691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Fang Huang","raw_affiliation_strings":["MangaX Technology Co., Ltd.,Taipei,Taiwan","MangaX Technology Co., Ltd., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"MangaX Technology Co., Ltd.,Taipei,Taiwan","institution_ids":["https://openalex.org/I4210121691"]},{"raw_affiliation_string":"MangaX Technology Co., Ltd., Taipei, Taiwan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007818124"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":1.8327,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89000108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13602","display_name":"Educational Methods and Media Use","score":0.9732999801635742,"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/T13602","display_name":"Educational Methods and Media Use","score":0.9732999801635742,"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/T13071","display_name":"Digital Storytelling and Education","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14060","display_name":"Education and Communication Studies","score":0.9437999725341797,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/journaling-file-system","display_name":"Journaling file system","score":0.9739506244659424},{"id":"https://openalex.org/keywords/comics","display_name":"Comics","score":0.7774916291236877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6219952702522278},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.505195677280426},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4812723994255066},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4520556330680847},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3730176091194153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3519137501716614},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09781306982040405}],"concepts":[{"id":"https://openalex.org/C2225880","wikidata":"https://www.wikidata.org/wiki/Q579047","display_name":"Journaling file system","level":3,"score":0.9739506244659424},{"id":"https://openalex.org/C529099274","wikidata":"https://www.wikidata.org/wiki/Q1004","display_name":"Comics","level":2,"score":0.7774916291236877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6219952702522278},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.505195677280426},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4812723994255066},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4520556330680847},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3730176091194153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3519137501716614},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09781306982040405},{"id":"https://openalex.org/C171730128","wikidata":"https://www.wikidata.org/wiki/Q5227290","display_name":"Data file","level":2,"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/ickii58656.2023.10332591","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ickii58656.2023.10332591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Knowledge Innovation and Invention (ICKII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1724508408","https://openalex.org/W2022336083","https://openalex.org/W2101746535","https://openalex.org/W2106292464","https://openalex.org/W2114859961","https://openalex.org/W2128689084","https://openalex.org/W2130942839","https://openalex.org/W2168812506","https://openalex.org/W2604880942","https://openalex.org/W2909039790","https://openalex.org/W2960053204","https://openalex.org/W6637631727","https://openalex.org/W6679436768","https://openalex.org/W6735984405"],"related_works":["https://openalex.org/W2396775314","https://openalex.org/W4241266395","https://openalex.org/W3175258235","https://openalex.org/W1533232479","https://openalex.org/W131862780","https://openalex.org/W3140045297","https://openalex.org/W2091828830","https://openalex.org/W2585638668","https://openalex.org/W2970435560","https://openalex.org/W2799310739"],"abstract_inverted_index":{"Like":[0],"any":[1],"other":[2],"skill,":[3],"social-emotional":[4,115],"learning":[5],"(SEL)":[6],"must":[7],"be":[8,11],"practiced":[9],"to":[10,65],"automatic.":[12],"To":[13],"transform":[14],"the":[15,38,52,103,106,120],"knowledge":[16],"of":[17,87,92,100,122],"SEL":[18],"into":[19,41],"a":[20,49,67,109],"practical":[21],"and":[22,47,59,95,111],"deliverable":[23],"lesson,":[24],"we":[25],"propose":[26],"an":[27],"emotion-oriented":[28],"journaling":[29,101,124],"system":[30,36,71,107],"with":[31],"comics":[32],"for":[33,78,114],"students.":[34],"The":[35,70,81],"transforms":[37],"cognitive-behavioral":[39],"therapy":[40],"manageable":[42],"steps":[43],"using":[44],"comics-based":[45],"storytelling":[46],"uses":[48],"method":[50,58],"combining":[51],"term":[53],"frequency-inverse":[54],"document":[55],"frequency":[56],"(TF-IDF)":[57],"generative":[60],"adversarial":[61],"network":[62],"(GAN)":[63],"algorithm":[64],"implement":[66],"text-to-graphics":[68],"conversion.":[69],"was":[72],"tested":[73],"by":[74],"36":[75],"fifth-grade":[76],"students":[77,88],"four":[79],"weeks.":[80],"experimental":[82],"result":[83],"shows":[84],"that":[85],"41.7%":[86],"improved":[89],"their":[90],"abilities":[91],"emotional":[93],"recognition":[94],"self-awareness":[96],"after":[97],"one":[98],"month":[99],"on":[102],"system.":[104],"Consequently,":[105],"provides":[108],"creative":[110],"effective":[112],"way":[113],"education":[116],"while":[117],"speeding":[118],"up":[119],"generation":[121],"visual":[123],"content":[125],"in":[126],"less":[127],"time.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
