{"id":"https://openalex.org/W4396218892","doi":"https://doi.org/10.1145/3637358","title":"Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education","display_name":"Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education","publication_year":2024,"publication_date":"2024-04-17","ids":{"openalex":"https://openalex.org/W4396218892","doi":"https://doi.org/10.1145/3637358"},"language":"en","primary_location":{"id":"doi:10.1145/3637358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637358","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"Proceedings of the ACM on Human-Computer Interaction","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/A5035273924","display_name":"Mei Tan","orcid":"https://orcid.org/0009-0007-3871-899X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei Tan","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0009-0007-3871-899X","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079263111","display_name":"Hansol Lee","orcid":"https://orcid.org/0000-0002-7950-6244"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hansol Lee","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7950-6244","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062817658","display_name":"Dakuo Wang","orcid":"https://orcid.org/0000-0001-9371-9441"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dakuo Wang","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9371-9441","affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072561188","display_name":"Hari Subramonyam","orcid":"https://orcid.org/0000-0002-3450-0447"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Subramonyam","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3450-0447","affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7562,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95996886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"CSCW1","first_page":"1","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11122","display_name":"Online Learning and Analytics","score":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5854546427726746},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5791419744491577},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5726485252380371},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5522461533546448},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5507961511611938},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47436437010765076},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4638182520866394},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.43942102789878845},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.13342931866645813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5854546427726746},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5791419744491577},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5726485252380371},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5522461533546448},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5507961511611938},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47436437010765076},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4638182520866394},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.43942102789878845},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.13342931866645813},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637358","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"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":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1498027297","https://openalex.org/W1918776538","https://openalex.org/W1991612274","https://openalex.org/W1994332615","https://openalex.org/W2084805781","https://openalex.org/W2106743565","https://openalex.org/W2137045791","https://openalex.org/W2143198707","https://openalex.org/W2170518570","https://openalex.org/W2289112451","https://openalex.org/W2337155942","https://openalex.org/W2613597870","https://openalex.org/W2771189628","https://openalex.org/W2783936471","https://openalex.org/W2786242872","https://openalex.org/W2905588001","https://openalex.org/W2911227954","https://openalex.org/W2913700606","https://openalex.org/W2915273119","https://openalex.org/W2922234936","https://openalex.org/W2922343063","https://openalex.org/W2941766203","https://openalex.org/W2952696298","https://openalex.org/W2966032592","https://openalex.org/W2971867419","https://openalex.org/W2974071289","https://openalex.org/W2985011762","https://openalex.org/W2986670104","https://openalex.org/W3010935077","https://openalex.org/W3022607203","https://openalex.org/W3025490408","https://openalex.org/W3029504795","https://openalex.org/W3045417466","https://openalex.org/W3089691379","https://openalex.org/W3094318321","https://openalex.org/W3096972338","https://openalex.org/W3100046612","https://openalex.org/W3107926801","https://openalex.org/W3118813946","https://openalex.org/W3121784008","https://openalex.org/W3125798375","https://openalex.org/W3135371071","https://openalex.org/W3152762006","https://openalex.org/W3155263273","https://openalex.org/W3157506384","https://openalex.org/W3158479996","https://openalex.org/W3159960173","https://openalex.org/W3165722314","https://openalex.org/W3168685504","https://openalex.org/W3171202470","https://openalex.org/W3196654640","https://openalex.org/W3202191909","https://openalex.org/W3206153464","https://openalex.org/W3206271843","https://openalex.org/W3207212569","https://openalex.org/W3212368439","https://openalex.org/W3212464620","https://openalex.org/W3214911045","https://openalex.org/W4224991249","https://openalex.org/W4234249932","https://openalex.org/W4283168936","https://openalex.org/W4288083705","https://openalex.org/W4288359825","https://openalex.org/W4292121845","https://openalex.org/W4298002668","https://openalex.org/W4308784155","https://openalex.org/W4309988158"],"related_works":["https://openalex.org/W2494121465","https://openalex.org/W4377233172","https://openalex.org/W1854749775","https://openalex.org/W4312971597","https://openalex.org/W2129556718","https://openalex.org/W1970818898","https://openalex.org/W2350665531","https://openalex.org/W2906160980","https://openalex.org/W2154949144","https://openalex.org/W3199802296"],"abstract_inverted_index":{"Despite":[0],"the":[1,10,38,43,63,82,85,95,122,186],"promises":[2],"of":[3,34,40,42,46,65,84,89,104],"ML":[4,66,90,96,115,129,143,192],"in":[5,9,67,191],"education,":[6,47,68],"its":[7],"adoption":[8],"classroom":[11,54],"has":[12],"surfaced":[13],"numerous":[14],"issues":[15,36],"regarding":[16],"fairness,":[17],"accountability,":[18],"and":[19,28,53,60,77,92,119,125,133,155,166,170,175,201,208,214],"transparency,":[20],"as":[21,23],"well":[22],"concerns":[24],"about":[25],"data":[26,86,97,150,160,167,205],"privacy":[27],"student":[29],"consent.":[30],"A":[31],"root":[32],"cause":[33],"these":[35,58],"is":[37],"lack":[39],"understanding":[41,103],"complex":[44],"dynamics":[45],"including":[48],"teacher-student":[49],"interactions,":[50],"collaborative":[51,107,173],"learning,":[52],"environments.":[55],"To":[56,99],"overcome":[57],"challenges":[59],"fully":[61,80],"utilize":[62],"potential":[64],"software":[69,116],"practitioners":[70,135],"need":[71],"to":[72,79,136,162,217],"work":[73,127],"closely":[74],"with":[75,114,128],"educators":[76],"students":[78,126],"understand":[81],"context":[83],"(the":[87],"backbone":[88],"applications)":[91],"collaboratively":[93],"define":[94,137],"specifications.":[98],"gain":[100],"a":[101,106,141,183],"deeper":[102],"such":[105],"process,":[108],"we":[109,179],"conduct":[110],"ten":[111],"co-design":[112],"sessions":[113],"practitioners,":[117],"educators,":[118],"students.":[120],"In":[121],"sessions,":[123],"teachers":[124],"engineers,":[130],"UX":[131],"designers,":[132],"legal":[134],"dataset":[138],"characteristics":[139],"for":[140,198,211],"given":[142],"application.":[144],"We":[145],"find":[146,180],"that":[147,181],"stakeholders":[148,216],"contextualize":[149],"based":[151],"on":[152],"their":[153],"domain":[154],"procedural":[156],"knowledge,":[157],"proactively":[158],"design":[159],"requirements":[161],"mitigate":[163],"downstream":[164],"harms":[165],"reliability":[168],"concerns,":[169],"exhibit":[171],"role-based":[172],"strategies":[174],"contribution":[176],"patterns.":[177],"Further,":[178],"beyond":[182],"seat":[184],"at":[185],"table,":[187],"meaningful":[188],"stakeholder":[189],"participation":[190],"requires":[193],"structured":[194],"supports:":[195],"defined":[196],"processes":[197],"continuous":[199],"iteration":[200],"co-evaluation,":[202],"shared":[203],"contextual":[204],"quality":[206],"standards,":[207],"information":[209],"scaffolds":[210],"both":[212],"technical":[213],"non-technical":[215],"traverse":[218],"expertise":[219],"boundaries.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
