{"id":"https://openalex.org/W7131390611","doi":"https://doi.org/10.48550/arxiv.2602.19623","title":"PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring","display_name":"PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131390611","doi":"https://doi.org/10.48550/arxiv.2602.19623"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.19623","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19623","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.19623","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015792080","display_name":"Injun Baek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baek, Injun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042671469","display_name":"Yearim Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Yearim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Kwak, Nojun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwak, Nojun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.22419999539852142,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.22419999539852142,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.0689999982714653,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.06809999793767929,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/agency","display_name":"Agency (philosophy)","score":0.5861999988555908},{"id":"https://openalex.org/keywords/instructional-design","display_name":"Instructional design","score":0.5651000142097473},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5504000186920166},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.550000011920929},{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.49970000982284546},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.429500013589859},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4237000048160553},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4075999855995178},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3977999985218048},{"id":"https://openalex.org/keywords/computer-supported-collaborative-learning","display_name":"Computer-supported collaborative learning","score":0.38089999556541443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214000225067139},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5861999988555908},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5842000246047974},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.5651000142097473},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5504000186920166},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.550000011920929},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.49970000982284546},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.429500013589859},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3977999985218048},{"id":"https://openalex.org/C2778515922","wikidata":"https://www.wikidata.org/wiki/Q1640981","display_name":"Computer-supported collaborative learning","level":3,"score":0.38089999556541443},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3765000104904175},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.36250001192092896},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3456000089645386},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3440999984741211},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.34209999442100525},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C2778695844","wikidata":"https://www.wikidata.org/wiki/Q1762292","display_name":"Collaborative writing","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C2909807104","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer-Assisted Instruction","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C2776803701","wikidata":"https://www.wikidata.org/wiki/Q2463207","display_name":"Authoring system","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2517000138759613},{"id":"https://openalex.org/C554579003","wikidata":"https://www.wikidata.org/wiki/Q474157","display_name":"Collaborative software","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.19623","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19623","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.19623","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19623","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.7580633163452148,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"While":[0],"advancements":[1],"in":[2],"Text-to-Video":[3],"(T2V)":[4],"generative":[5,156],"AI":[6,78,151],"offer":[7],"a":[8,31,110,116,147],"promising":[9],"path":[10],"toward":[11],"democratizing":[12],"content":[13],"creation,":[14],"current":[15],"models":[16],"are":[17],"often":[18],"optimized":[19],"for":[20,38,149],"visual":[21,75],"fidelity":[22],"rather":[23],"than":[24],"instructional":[25,40,122],"efficacy.":[26],"This":[27],"study":[28,81],"introduces":[29,58],"PedaCo-Gen,":[30],"pedagogically-informed":[32],"human-AI":[33],"collaborative":[34],"video":[35,71,91],"generating":[36],"system":[37],"authoring":[39,152],"videos":[41],"based":[42],"on":[43],"Mayer's":[44],"Cognitive":[45],"Theory":[46],"of":[47,112,139],"Multimedia":[48],"Learning":[49],"(CTML).":[50],"Moving":[51],"away":[52],"from":[53],"traditional":[54],"\"one-shot\"":[55],"generation,":[56],"PedaCo-Gen":[57,88],"an":[59,77],"Intermediate":[60],"Representation":[61],"(IR)":[62],"phase,":[63],"enabling":[64],"educators":[65],"to":[66,100],"interactively":[67],"review":[68],"and":[69,74,96,130],"refine":[70],"blueprints-comprising":[72],"scripts":[73],"descriptions-with":[76],"reviewer.":[79],"Our":[80],"with":[82,158],"23":[83],"education":[84],"experts":[85],"demonstrates":[86],"that":[87,119,154],"significantly":[89],"enhances":[90],"quality":[92],"across":[93],"various":[94],"topics":[95],"CTML":[97],"principles":[98],"compared":[99],"baselines.":[101],"Participants":[102],"perceived":[103],"the":[104,137],"AI-driven":[105],"guidance":[106],"not":[107],"merely":[108],"as":[109,115],"set":[111],"instructions":[113],"but":[114],"metacognitive":[117],"scaffold":[118],"augmented":[120],"their":[121],"design":[123],"expertise,":[124],"reporting":[125],"high":[126],"production":[127],"efficiency":[128],"(M=4.26)":[129],"guide":[131],"validity":[132],"(M=4.04).":[133],"These":[134],"findings":[135],"highlight":[136],"importance":[138],"reclaiming":[140],"pedagogical":[141],"agency":[142],"through":[143],"principled":[144],"co-creation,":[145],"providing":[146],"foundation":[148],"future":[150],"tools":[153],"harmonize":[155],"power":[157],"human":[159],"professional":[160],"expertise.":[161]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-02-26T00:00:00"}