{"id":"https://openalex.org/W7163061898","doi":"https://doi.org/10.1145/3774935.3806185","title":"WikiCoach: Scaffolding Learning for Novices in Online Apprenticeship Communities","display_name":"WikiCoach: Scaffolding Learning for Novices in Online Apprenticeship Communities","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7163061898","doi":"https://doi.org/10.1145/3774935.3806185"},"language":null,"primary_location":{"id":"doi:10.1145/3774935.3806185","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806185","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774935.3806185","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009414108","display_name":"Moyan Zhou","orcid":"https://orcid.org/0000-0002-5420-6587"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moyan Zhou","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-5420-6587","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128401932","display_name":"Minzhu Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minzhu Zhao","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-8509-6675","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137607078","display_name":"Loren Terveen","orcid":"https://orcid.org/0000-0002-8843-4035"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loren Terveen","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-8843-4035","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130238516"],"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":"330","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9114999771118164,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9114999771118164,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.009100000374019146,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.004900000058114529,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.766700029373169},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5630999803543091},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5149000287055969},{"id":"https://openalex.org/keywords/apprenticeship","display_name":"Apprenticeship","score":0.4708000123500824},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.42410001158714294},{"id":"https://openalex.org/keywords/cognitive-apprenticeship","display_name":"Cognitive apprenticeship","score":0.4066999852657318},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.40130001306533813},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.400299996137619},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.3937000036239624}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.766700029373169},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5630999803543091},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5149000287055969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49779999256134033},{"id":"https://openalex.org/C107806365","wikidata":"https://www.wikidata.org/wiki/Q253567","display_name":"Apprenticeship","level":2,"score":0.4708000123500824},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4645000100135803},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41589999198913574},{"id":"https://openalex.org/C2778573382","wikidata":"https://www.wikidata.org/wiki/Q1038075","display_name":"Cognitive apprenticeship","level":2,"score":0.4066999852657318},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.40130001306533813},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.400299996137619},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.36660000681877136},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.35850000381469727},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3273000121116638},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31450000405311584},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C89429830","wikidata":"https://www.wikidata.org/wiki/Q735710","display_name":"Scaffold","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2919999957084656},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2816999852657318},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C2776509796","wikidata":"https://www.wikidata.org/wiki/Q5276056","display_name":"Content creation","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C2779436431","wikidata":"https://www.wikidata.org/wiki/Q30672407","display_name":"Policy learning","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C2780656832","wikidata":"https://www.wikidata.org/wiki/Q796573","display_name":"Online discussion","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.2506999969482422},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774935.3806185","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806185","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774935.3806185","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806185","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5891865491867065,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1973279241","https://openalex.org/W1986677223","https://openalex.org/W1989862714","https://openalex.org/W2009132821","https://openalex.org/W2036291768","https://openalex.org/W2044754442","https://openalex.org/W2054551600","https://openalex.org/W2061731700","https://openalex.org/W2062781973","https://openalex.org/W2110661236","https://openalex.org/W2132764451","https://openalex.org/W2168747479","https://openalex.org/W2171566766","https://openalex.org/W2801288875","https://openalex.org/W2884958314","https://openalex.org/W2885623676","https://openalex.org/W3028605592","https://openalex.org/W3041352388","https://openalex.org/W3118683269","https://openalex.org/W3135377412","https://openalex.org/W3137149983","https://openalex.org/W3159563414","https://openalex.org/W3203598110","https://openalex.org/W3204887701","https://openalex.org/W4206254399","https://openalex.org/W4220961556","https://openalex.org/W4225001019","https://openalex.org/W4232977219","https://openalex.org/W4245961435","https://openalex.org/W4247290977","https://openalex.org/W4282835222","https://openalex.org/W4293243099","https://openalex.org/W4300455528","https://openalex.org/W4308643318","https://openalex.org/W4308670491","https://openalex.org/W4318620371","https://openalex.org/W4321013654","https://openalex.org/W4321506460","https://openalex.org/W4360979257","https://openalex.org/W4366003147","https://openalex.org/W4366548330","https://openalex.org/W4366549077","https://openalex.org/W4386307638","https://openalex.org/W4391584367","https://openalex.org/W4391631512","https://openalex.org/W4392023458","https://openalex.org/W4392313963","https://openalex.org/W4392372944","https://openalex.org/W4396230888","https://openalex.org/W4396674231","https://openalex.org/W4396827132","https://openalex.org/W4396827179","https://openalex.org/W4396832705","https://openalex.org/W4396833054","https://openalex.org/W4396833364","https://openalex.org/W4396833427","https://openalex.org/W4399745839","https://openalex.org/W4400119374","https://openalex.org/W4401357808","https://openalex.org/W4408614977","https://openalex.org/W4409720427","https://openalex.org/W4409721641","https://openalex.org/W4409735421","https://openalex.org/W4409749281","https://openalex.org/W4409766592","https://openalex.org/W4409785901","https://openalex.org/W4409885093","https://openalex.org/W4409885113","https://openalex.org/W4411374502","https://openalex.org/W4411449861","https://openalex.org/W4415655621","https://openalex.org/W7125639900","https://openalex.org/W7133610361","https://openalex.org/W7154104549"],"related_works":[],"abstract_inverted_index":{"Learning":[0],"is":[1],"essential":[2],"for":[3,143,174],"the":[4,21,43,48,180],"long-term":[5],"sustainability":[6],"of":[7,23,50,182],"apprenticeship-based":[8,177],"communities;":[9],"it":[10,78],"lets":[11],"novices":[12,33],"gradually":[13],"progress":[14],"to":[15,37,66,129],"experts":[16],"through":[17],"active":[18],"engagement.":[19,138],"However,":[20],"use":[22],"large":[24],"language":[25],"models":[26],"(LLMs)":[27],"can":[28,163],"disrupt":[29],"this":[30,56],"trajectory:":[31],"if":[32],"rely":[34],"on":[35,102],"LLMs":[36],"generate":[38,74],"content,":[39],"they":[40],"risk":[41],"short-circuiting":[42],"learning":[44],"opportunities":[45],"embedded":[46],"in":[47,69,179],"process":[49],"creating":[51],"content":[52,75,116],"themselves.":[53],"To":[54],"address":[55],"tension,":[57],"we":[58],"created":[59],"WikiCoach,":[60],"a":[61,107,114,171],"Q&A\u2013style":[62],"LLM":[63],"system":[64],"designed":[65],"scaffold":[67],"learning-through-doing":[68],"Wikipedia.":[70],"WikiCoach":[71,112,122,142,151],"does":[72],"not":[73],"directly;":[76],"instead":[77],"supports":[79],"editors":[80],"via":[81],"three":[82],"stages:":[83],"1)":[84],"introducing":[85],"relevant":[86],"community":[87,130],"policies":[88],"and":[89,97,119,127,136,155,168],"guidelines,":[90],"2)":[91],"operationalizing":[92],"them":[93],"into":[94],"actionable":[95],"steps,":[96],"3)":[98],"providing":[99],"evaluative":[100],"feedback":[101],"initial":[103],"drafts.":[104],"We":[105],"conducted":[106],"within-subjects":[108],"study":[109],"(N=28)":[110],"comparing":[111],"with":[113],"baseline":[115],"generation":[117],"model,":[118],"found":[120],"that":[121,160],"significantly":[123],"improved":[124],"policy":[125],"understanding":[126],"adherence":[128],"norms,":[131],"while":[132],"increasing":[133],"critical":[134],"thinking":[135],"cognitive":[137],"Participants":[139],"also":[140],"preferred":[141],"future":[144,172],"editing":[145],"tasks.":[146],"Qualitative":[147],"analysis":[148],"revealed":[149],"how":[150],"shaped":[152],"users\u2019":[153],"expectations":[154],"interactions.":[156],"Our":[157],"findings":[158],"demonstrate":[159],"AI":[161],"systems":[162],"simultaneously":[164],"support":[165],"task":[166],"completion":[167],"learning,":[169],"offering":[170],"direction":[173],"responsibly":[175],"sustaining":[176],"communities":[178],"era":[181],"generative":[183],"AI.":[184]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-02T00:00:00"}
