{"id":"https://openalex.org/W2910392324","doi":"https://doi.org/10.1145/3294008","title":"Machine Learning Education for Artists, Musicians, and Other Creative Practitioners","display_name":"Machine Learning Education for Artists, Musicians, and Other Creative Practitioners","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2910392324","doi":"https://doi.org/10.1145/3294008","mag":"2910392324"},"language":"en","primary_location":{"id":"doi:10.1145/3294008","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3294008","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.gold.ac.uk/id/eprint/25213/1/Fiebrink_TOCE2019_Accepted.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025661647","display_name":"Rebecca Fiebrink","orcid":"https://orcid.org/0000-0002-7609-2234"},"institutions":[{"id":"https://openalex.org/I55521800","display_name":"Goldsmiths University of London","ror":"https://ror.org/01khx4a30","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I55521800"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rebecca Fiebrink","raw_affiliation_strings":["Department of Computing, Goldsmiths University of London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Goldsmiths University of London, London, UK","institution_ids":["https://openalex.org/I55521800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5025661647"],"corresponding_institution_ids":["https://openalex.org/I55521800"],"apc_list":null,"apc_paid":null,"fwci":11.247,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.98331142,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"4","first_page":"1","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9670000076293945,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9670000076293945,"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/T13280","display_name":"Biomedical and Engineering Education","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9585999846458435,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.7596451044082642},{"id":"https://openalex.org/keywords/creative-brief","display_name":"Creative brief","score":0.6281474828720093},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5441563725471497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4937053620815277},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4746285676956177},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.4586155414581299},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.43952274322509766},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43465909361839294},{"id":"https://openalex.org/keywords/teaching-and-learning-center","display_name":"Teaching and learning center","score":0.4342590868473053},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.4170660376548767},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.38578858971595764},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.35739976167678833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32143130898475647},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2676696181297302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2493915855884552}],"concepts":[{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.7596451044082642},{"id":"https://openalex.org/C128886652","wikidata":"https://www.wikidata.org/wiki/Q2045234","display_name":"Creative brief","level":3,"score":0.6281474828720093},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5441563725471497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4937053620815277},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4746285676956177},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.4586155414581299},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.43952274322509766},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43465909361839294},{"id":"https://openalex.org/C151416629","wikidata":"https://www.wikidata.org/wiki/Q7691292","display_name":"Teaching and learning center","level":3,"score":0.4342590868473053},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.4170660376548767},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.38578858971595764},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.35739976167678833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32143130898475647},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2676696181297302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2493915855884552},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3294008","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3294008","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-article"},{"id":"pmh:oai:ualresearchonline.arts.ac.uk:15453","is_oa":false,"landing_page_url":"https://ualresearchonline.arts.ac.uk/view/creators/Fiebrink=3ARebecca=3A=3A.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306400021","display_name":"University of the Arts London Research Online (University of the Arts London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I86211378","host_organization_name":"University of the Arts London","host_organization_lineage":["https://openalex.org/I86211378"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:eprints.gold.ac.uk:25213","is_oa":true,"landing_page_url":null,"pdf_url":"https://research.gold.ac.uk/id/eprint/25213/1/Fiebrink_TOCE2019_Accepted.pdf","source":{"id":"https://openalex.org/S4306400496","display_name":"Goldsmiths (University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:eprints.gold.ac.uk:25213","is_oa":true,"landing_page_url":null,"pdf_url":"https://research.gold.ac.uk/id/eprint/25213/1/Fiebrink_TOCE2019_Accepted.pdf","source":{"id":"https://openalex.org/S4306400496","display_name":"Goldsmiths (University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6499999761581421,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2910392324.pdf"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W15066456","https://openalex.org/W115541964","https://openalex.org/W161531308","https://openalex.org/W170732776","https://openalex.org/W332725171","https://openalex.org/W410850256","https://openalex.org/W654216708","https://openalex.org/W1487013726","https://openalex.org/W1491581242","https://openalex.org/W1515617868","https://openalex.org/W1542932561","https://openalex.org/W1572019598","https://openalex.org/W1731081199","https://openalex.org/W1757772857","https://openalex.org/W1968859137","https://openalex.org/W1978172705","https://openalex.org/W1984520723","https://openalex.org/W1988790447","https://openalex.org/W1989602300","https://openalex.org/W1991469716","https://openalex.org/W1999043044","https://openalex.org/W2003238113","https://openalex.org/W2012265254","https://openalex.org/W2044235177","https://openalex.org/W2076510683","https://openalex.org/W2079172465","https://openalex.org/W2099421759","https://openalex.org/W2101234009","https://openalex.org/W2115114178","https://openalex.org/W2120423239","https://openalex.org/W2121966022","https://openalex.org/W2122410182","https://openalex.org/W2123184471","https://openalex.org/W2127757021","https://openalex.org/W2139212933","https://openalex.org/W2140369176","https://openalex.org/W2142639790","https://openalex.org/W2151889438","https://openalex.org/W2152742269","https://openalex.org/W2159620335","https://openalex.org/W2161012827","https://openalex.org/W2165066790","https://openalex.org/W2165254944","https://openalex.org/W2170644967","https://openalex.org/W2214124587","https://openalex.org/W2302243225","https://openalex.org/W2306686872","https://openalex.org/W2402144811","https://openalex.org/W2494980014","https://openalex.org/W2519943106","https://openalex.org/W2555668463","https://openalex.org/W2604567995","https://openalex.org/W2618530766","https://openalex.org/W2736890893","https://openalex.org/W2820720302","https://openalex.org/W2888255022","https://openalex.org/W2898422183","https://openalex.org/W2949382160","https://openalex.org/W2963288913","https://openalex.org/W2998338210","https://openalex.org/W3133453384","https://openalex.org/W3193477162","https://openalex.org/W4252248660","https://openalex.org/W4285719527","https://openalex.org/W6614148910","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2554999169","https://openalex.org/W3037806877","https://openalex.org/W2393649970","https://openalex.org/W4387058701","https://openalex.org/W4386958741","https://openalex.org/W2991570219","https://openalex.org/W2751416533","https://openalex.org/W2098378049","https://openalex.org/W3211424171","https://openalex.org/W2114609700"],"abstract_inverted_index":{"This":[0],"article":[1,89,170],"aims":[2],"to":[3,27,31,35,69,80,101,112,136,143,166,193,201,208],"lay":[4],"a":[5,71,103,190],"foundation":[6],"for":[7,16,76,151],"the":[8,155,159],"research":[9,37,60,94],"and":[10,34,52,66,95,140,142,148,185,205,207,212],"practice":[11,68],"of":[12,73,97,105,122,130,154],"machine":[13,29,47,53,86,164],"learning":[14,30,54,74,147,165],"education":[15,93],"creative":[17,32,46,49,67,83,98,114,167],"practitioners.":[18,168],"It":[19,56],"begins":[20],"by":[21,127],"arguing":[22],"that":[23,108],"it":[24],"is":[25],"important":[26],"teach":[28],"practitioners":[33],"conduct":[36],"about":[38,61],"this":[39,196],"teaching,":[40],"drawing":[41],"on":[42,59,92,162,173],"related":[43],"work":[44],"in":[45,64,117,158],"learning,":[48,200],"computing":[50,99,115],"education,":[51],"education.":[55],"then":[57,90],"draws":[58,91,172],"design":[62,81,144],"processes":[63],"engineering":[65],"motivate":[70],"set":[72,104],"objectives":[75],"students":[77,116],"who":[78],"wish":[79],"new":[82,138,145],"artifacts":[84],"with":[85],"learning.":[87],"The":[88,169],"knowledge":[96],"practices":[100],"propose":[102],"teaching":[106,152,163,211],"strategies":[107,124],"can":[109],"be":[110],"used":[111],"support":[113],"achieving":[118],"these":[119,123,177],"objectives.":[120],"Explanations":[121],"are":[125],"accompanied":[126],"concrete":[128],"descriptions":[129],"how":[131,195],"they":[132],"have":[133],"been":[134],"employed":[135],"develop":[137],"lectures":[139],"activities,":[141],"experiential":[146],"scaffolding":[149],"technologies,":[150],"some":[153],"first":[156],"courses":[157,187],"world":[160],"focused":[161],"subsequently":[171],"data":[174],"collected":[175],"from":[176],"courses\u2014an":[178],"online":[179],"course":[180],"as":[181,183],"well":[182],"undergraduate":[184],"masters-level":[186],"taught":[188],"at":[189],"university\u2014to":[191],"begin":[192],"understand":[194,202],"curriculum":[197],"supported":[198],"student":[199],"learners\u2019":[203],"challenges":[204],"mistakes,":[206],"inform":[209],"future":[210],"research.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}