{"id":"https://openalex.org/W4415788842","doi":"https://doi.org/10.1002/itl2.70164","title":"Construction and Experimental Validation of an <scp>AI</scp> Animation Teaching Platform Driven by Corpus Analysis and Character Animation Generation","display_name":"Construction and Experimental Validation of an <scp>AI</scp> Animation Teaching Platform Driven by Corpus Analysis and Character Animation Generation","publication_year":2025,"publication_date":"2025-11-01","ids":{"openalex":"https://openalex.org/W4415788842","doi":"https://doi.org/10.1002/itl2.70164"},"language":"en","primary_location":{"id":"doi:10.1002/itl2.70164","is_oa":false,"landing_page_url":"https://doi.org/10.1002/itl2.70164","pdf_url":null,"source":{"id":"https://openalex.org/S4210238311","display_name":"Internet Technology Letters","issn_l":"2476-1508","issn":["2476-1508"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Technology Letters","raw_type":"journal-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/A5108922290","display_name":"Xiudong Tu","orcid":"https://orcid.org/0009-0006-1372-3234"},"institutions":[{"id":"https://openalex.org/I4210088165","display_name":"Anhui Sanlian University","ror":"https://ror.org/012sfmg27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088165"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiudong Tu","raw_affiliation_strings":["College of Digital Creative Modern Industry Anhui Sanlian University  Hefei China"],"affiliations":[{"raw_affiliation_string":"College of Digital Creative Modern Industry Anhui Sanlian University  Hefei China","institution_ids":["https://openalex.org/I4210088165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089045904","display_name":"Liu Yan","orcid":"https://orcid.org/0000-0001-9218-1061"},"institutions":[{"id":"https://openalex.org/I4210088165","display_name":"Anhui Sanlian University","ror":"https://ror.org/012sfmg27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088165"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["College of Digital Creative Modern Industry Anhui Sanlian University  Hefei China"],"affiliations":[{"raw_affiliation_string":"College of Digital Creative Modern Industry Anhui Sanlian University  Hefei China","institution_ids":["https://openalex.org/I4210088165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108922290"],"corresponding_institution_ids":["https://openalex.org/I4210088165"],"apc_list":{"value":2630,"currency":"USD","value_usd":2630},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55831879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.25110000371932983,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.25110000371932983,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.1378999948501587,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.0689999982714653,"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/animation","display_name":"Animation","score":0.8528000116348267},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5916000008583069},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5902000069618225},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.5055999755859375},{"id":"https://openalex.org/keywords/character-animation","display_name":"Character animation","score":0.4307999908924103},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.42579999566078186},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.41260001063346863},{"id":"https://openalex.org/keywords/computer-facial-animation","display_name":"Computer facial animation","score":0.4009999930858612}],"concepts":[{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.8528000116348267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080999851226807},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5916000008583069},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5902000069618225},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.5055999755859375},{"id":"https://openalex.org/C90697248","wikidata":"https://www.wikidata.org/wiki/Q1062896","display_name":"Character animation","level":4,"score":0.4307999908924103},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.42579999566078186},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.41260001063346863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4034999907016754},{"id":"https://openalex.org/C138591656","wikidata":"https://www.wikidata.org/wiki/Q5157538","display_name":"Computer facial animation","level":4,"score":0.4009999930858612},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.39399999380111694},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3921999931335449},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3813999891281128},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3393000066280365},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C44710944","wikidata":"https://www.wikidata.org/wiki/Q1813564","display_name":"Skeletal animation","level":5,"score":0.31150001287460327},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.26570001244544983},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2531999945640564},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/itl2.70164","is_oa":false,"landing_page_url":"https://doi.org/10.1002/itl2.70164","pdf_url":null,"source":{"id":"https://openalex.org/S4210238311","display_name":"Internet Technology Letters","issn_l":"2476-1508","issn":["2476-1508"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet Technology Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2758915656","https://openalex.org/W2801103464","https://openalex.org/W2891413102","https://openalex.org/W2951213374","https://openalex.org/W3007578538","https://openalex.org/W3015149499","https://openalex.org/W3027186859","https://openalex.org/W3048083726","https://openalex.org/W3087931532","https://openalex.org/W3100279028","https://openalex.org/W3176731097","https://openalex.org/W4322502606"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"With":[1],"the":[2,5,31,74,77,85,111,123,132,137,148,166,190],"rise":[3],"of":[4,40,76,155],"animation":[6,8,27,55,106],"industry,":[7],"courses":[9],"in":[10,36,54,189],"universities":[11],"are":[12],"becoming":[13],"increasingly":[14],"popular.":[15],"However,":[16],"traditional":[17],"teaching":[18,61,78,178],"focuses":[19],"too":[20],"much":[21],"on":[22,64,110],"software":[23],"operation":[24],"and":[25,42,72,102,147,180],"neglects":[26],"principles":[28],"(such":[29,157],"as":[30,158],"3D":[32],"creation":[33],"process),":[34],"resulting":[35],"insufficient":[37],"practical":[38,52,175],"ability":[39,53,81],"students":[41],"an":[43,153],"urgent":[44],"need":[45],"for":[46],"reform.":[47],"To":[48],"cultivate":[49],"students'":[50,174],"comprehensive":[51],"design,":[56],"this":[57],"article":[58],"constructs":[59],"a":[60,88,93,97,104],"platform":[62,86,170],"based":[63,109],"artificial":[65],"intelligence":[66],"technology,":[67],"integrates":[68],"multiple":[69],"environmental":[70],"resources,":[71],"promotes":[73],"transformation":[75],"mode":[79],"toward":[80],"cultivation.":[82],"In":[83],"addition,":[84],"adopts":[87],"modular":[89],"design":[90],"to":[91,115,186],"construct":[92],"corpus":[94],"module":[95,108],"with":[96],"high\u2010frequency":[98],"word":[99],"filtering":[100],"effect,":[101],"proposes":[103],"character":[105],"generation":[107],"ontology":[112],"model":[113],"library":[114],"automatically":[116],"generate":[117],"scripts.":[118],"Experimental":[119],"verification":[120],"shows":[121],"that":[122],"PSNR":[124],"value":[125],"has":[126,152],"increased":[127],"by":[128],"about":[129],"12":[130],"dB,":[131],"SSIM":[133],"average":[134,140,154],"is":[135,142,162],"0.92,":[136],"user":[138],"evaluation":[139],"score":[141],"4.6":[143],"points":[144],"(visual":[145],"quality),":[146],"PCK":[149],"keypoint":[150],"accuracy":[151],"93.9%":[156],"wrist":[159],"97.7%),":[160],"which":[161],"significantly":[163],"better":[164],"than":[165],"comparison":[167],"method.":[168],"The":[169],"constructed":[171],"effectively":[172],"enhances":[173],"abilities,":[176],"supports":[177],"innovation,":[179],"will":[181],"expand":[182],"big":[183],"data":[184],"architecture":[185],"optimize":[187],"applications":[188],"future.":[191]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-03T00:00:00"}
