{"id":"https://openalex.org/W4396831847","doi":"https://doi.org/10.1145/3613905.3650763","title":"An Evidence-based Workflow for Studying and Designing Learning Supports for Human-AI Co-creation","display_name":"An Evidence-based Workflow for Studying and Designing Learning Supports for Human-AI Co-creation","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396831847","doi":"https://doi.org/10.1145/3613905.3650763"},"language":"en","primary_location":{"id":"doi:10.1145/3613905.3650763","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650763","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650763","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650763","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074303572","display_name":"Frederic Gmeiner","orcid":"https://orcid.org/0000-0003-4106-1881"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Frederic Gmeiner","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097605552","display_name":"Jamie Lynn Conlin","orcid":"https://orcid.org/0009-0001-1298-7741"},"institutions":[{"id":"https://openalex.org/I4210104968","display_name":"Arcadia","ror":"https://ror.org/01km6z968","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210104968"]},{"id":"https://openalex.org/I51204116","display_name":"Arcadia University","ror":"https://ror.org/00ff4bt20","country_code":"US","type":"education","lineage":["https://openalex.org/I51204116"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jamie Lynn Conlin","raw_affiliation_strings":["Computer Science, Arcadia University, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science, Arcadia University, United States","institution_ids":["https://openalex.org/I4210104968","https://openalex.org/I51204116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108045232","display_name":"E. Tang","orcid":"https://orcid.org/0009-0009-9008-8504"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Handa Tang","raw_affiliation_strings":["Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075763217","display_name":"Nikolas Martelaro","orcid":"https://orcid.org/0000-0002-1824-0243"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikolas Martelaro","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022664382","display_name":"Kenneth Holstein","orcid":"https://orcid.org/0000-0001-6730-922X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth Holstein","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, United States"],"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, United States","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074303572"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":9.4617,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9753514,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9660999774932861,"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/workflow","display_name":"Workflow","score":0.7608476877212524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7049928903579712},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5609015226364136},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5255754590034485},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5104516744613647},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4609859883785248},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3808959126472473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3634747564792633}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7608476877212524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049928903579712},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5609015226364136},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5255754590034485},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5104516744613647},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4609859883785248},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3808959126472473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3634747564792633},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613905.3650763","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650763","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650763","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613905.3650763","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650763","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650763","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396831847.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W641548060","https://openalex.org/W1969338311","https://openalex.org/W2015040676","https://openalex.org/W2042167303","https://openalex.org/W2073393770","https://openalex.org/W2106779500","https://openalex.org/W2126509319","https://openalex.org/W2128365310","https://openalex.org/W2131597913","https://openalex.org/W2170564070","https://openalex.org/W2604607156","https://openalex.org/W2795434834","https://openalex.org/W2796000004","https://openalex.org/W2806208264","https://openalex.org/W2905034244","https://openalex.org/W2917547511","https://openalex.org/W2941592508","https://openalex.org/W2955596366","https://openalex.org/W2970837303","https://openalex.org/W2984353433","https://openalex.org/W3009706354","https://openalex.org/W3030790076","https://openalex.org/W3038925583","https://openalex.org/W3120142301","https://openalex.org/W3160674997","https://openalex.org/W3161874645","https://openalex.org/W3199400376","https://openalex.org/W4226317937","https://openalex.org/W4320831569","https://openalex.org/W4322831995","https://openalex.org/W4365601419","https://openalex.org/W4366548330","https://openalex.org/W4380355772","https://openalex.org/W4381104137","https://openalex.org/W4389974626","https://openalex.org/W4389983866","https://openalex.org/W4392866831","https://openalex.org/W6891843533"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W2380075625","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"Generative":[0],"artificial":[1],"intelligence":[2],"(GenAI)":[3],"systems":[4,28],"introduce":[5],"new":[6],"possibilities":[7],"for":[8,68,127,134],"enhancing":[9],"professionals\u2019":[10],"workflows,":[11],"enabling":[12],"novel":[13],"forms":[14],"of":[15,38,57,107,110,116],"human\u2013AI":[16,135],"co-creation.":[17,136],"However,":[18],"professionals":[19],"often":[20],"struggle":[21],"to":[22,24,34,45,53,71,74,101],"learn":[23],"work":[25,129],"with":[26,47,76],"GenAI":[27,77,118],"effectively.":[29],"While":[30],"research":[31],"has":[32],"begun":[33],"explore":[35],"the":[36,55,85,105,114],"design":[37],"interfaces":[39,133],"that":[40],"support":[41,72],"users":[42],"in":[43,113],"learning":[44,73,86,111],"co-create":[46,75],"GenAI,":[48],"we":[49,63,93,124],"lack":[50],"systematic":[51,66],"approaches":[52],"investigate":[54],"effectiveness":[56],"these":[58,122],"supports.":[59],"In":[60],"this":[61],"paper,":[62],"present":[64],"a":[65],"approach":[67,97],"studying":[69],"how":[70,95],"systems,":[78],"informed":[79],"by":[80],"methods":[81],"and":[82,103],"concepts":[83],"from":[84],"sciences.":[87],"Through":[88],"an":[89],"experimental":[90],"case":[91],"study,":[92],"demonstrate":[94],"our":[96],"can":[98],"be":[99],"used":[100],"study":[102],"compare":[104],"impacts":[106],"different":[108],"types":[109],"supports":[112],"context":[115],"text-to-image":[117],"models.":[119],"Reflecting":[120],"on":[121],"results,":[123],"discuss":[125],"directions":[126],"future":[128],"aimed":[130],"at":[131],"improving":[132]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}