{"id":"https://openalex.org/W4281717712","doi":"https://doi.org/10.1145/3491140.3528288","title":"Third Annual Workshop on A/B Testing and Platform-Enabled Learning Research","display_name":"Third Annual Workshop on A/B Testing and Platform-Enabled Learning Research","publication_year":2022,"publication_date":"2022-05-31","ids":{"openalex":"https://openalex.org/W4281717712","doi":"https://doi.org/10.1145/3491140.3528288"},"language":"en","primary_location":{"id":"doi:10.1145/3491140.3528288","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3491140.3528288","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 Ninth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3491140.3528288","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015399425","display_name":"STEVE RITTER","orcid":"https://orcid.org/0000-0003-2807-9390"},"institutions":[{"id":"https://openalex.org/I4387153386","display_name":"Carnegie Learning, Inc. (United States)","ror":"https://ror.org/01h5a0582","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153386"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steven Ritter","raw_affiliation_strings":["Carnegie Learning, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Learning, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4387153386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078998782","display_name":"Neil T. Heffernan","orcid":"https://orcid.org/0000-0002-3280-288X"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil Heffernan","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069476228","display_name":"Joseph Jay Williams","orcid":"https://orcid.org/0000-0002-9122-5242"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joseph Jay Williams","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085716385","display_name":"Derek Lomas","orcid":"https://orcid.org/0000-0003-2329-7831"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Derek Lomas","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031426412","display_name":"Ben Motz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Motz","raw_affiliation_strings":["Indiana University, Bloomington, IN, USA"],"affiliations":[{"raw_affiliation_string":"Indiana University, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037289065","display_name":"Debshila Basu Mallick","orcid":"https://orcid.org/0000-0002-0597-3528"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debshila Basu Mallick","raw_affiliation_strings":["Rice University, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029982656","display_name":"Klinton Bicknell","orcid":"https://orcid.org/0000-0003-3404-7432"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klinton Bicknell","raw_affiliation_strings":["Duolingo, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Duolingo, Pittsburgh, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081661094","display_name":"Danielle S. McNamara","orcid":"https://orcid.org/0000-0001-5869-1420"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle McNamara","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071778778","display_name":"Ren\u00e9 F. Kizilcec","orcid":"https://orcid.org/0000-0001-6283-5546"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rene F. Kizilcec","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028682942","display_name":"Jeremy Roschelle","orcid":"https://orcid.org/0000-0003-2219-0506"},"institutions":[{"id":"https://openalex.org/I2800874886","display_name":"Digital Promise","ror":"https://ror.org/04wqw2206","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2800874886"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Roschelle","raw_affiliation_strings":["Digital Promise, San Mateo, CA, USA"],"affiliations":[{"raw_affiliation_string":"Digital Promise, San Mateo, CA, USA","institution_ids":["https://openalex.org/I2800874886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072713767","display_name":"Richard G. Baraniuk","orcid":"https://orcid.org/0000-0002-0721-8999"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Baraniuk","raw_affiliation_strings":["Rice University, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088695714","display_name":"Ryan S. Baker","orcid":"https://orcid.org/0000-0002-3051-3232"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Baker","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5015399425"],"corresponding_institution_ids":["https://openalex.org/I4387153386"],"apc_list":null,"apc_paid":null,"fwci":0.421,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69555648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9976999759674072,"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/T11122","display_name":"Online Learning and Analytics","score":0.9976999759674072,"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/T12171","display_name":"Open Education and E-Learning","score":0.9717000126838684,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9692000150680542,"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/computer-science","display_name":"Computer science","score":0.6620374917984009},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5546144247055054},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5033058524131775},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.48358672857284546},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43833857774734497},{"id":"https://openalex.org/keywords/educational-software","display_name":"Educational software","score":0.42212122678756714},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3593806326389313},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.33754444122314453},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11455246806144714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620374917984009},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5546144247055054},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5033058524131775},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.48358672857284546},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43833857774734497},{"id":"https://openalex.org/C543511877","wikidata":"https://www.wikidata.org/wiki/Q1074158","display_name":"Educational software","level":3,"score":0.42212122678756714},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3593806326389313},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33754444122314453},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11455246806144714},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3491140.3528288","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3491140.3528288","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 Ninth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:8dcb8e69-ecd9-414a-a8fa-2088f24c0362","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:8dcb8e69-ecd9-414a-a8fa-2088f24c0362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3491140.3528288","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3491140.3528288","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 Ninth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2112508839","https://openalex.org/W2411004950","https://openalex.org/W2791298150","https://openalex.org/W3105991825"],"related_works":["https://openalex.org/W2368672678","https://openalex.org/W2965111880","https://openalex.org/W2370626080","https://openalex.org/W2368576029","https://openalex.org/W2377210208","https://openalex.org/W116478885","https://openalex.org/W2391279445","https://openalex.org/W2390420166","https://openalex.org/W2354998446","https://openalex.org/W262373936"],"abstract_inverted_index":{"Learning":[0],"engineering":[1],"adds":[2],"tools":[3],"and":[4,27,56,72,89,126,190],"processes":[5],"to":[6,9,68,91,154,198,213],"learning":[7,92,114,148,183,216],"platforms":[8,149,184],"support":[10],"improvement":[11,155],"research.":[12,217],"One":[13],"kind":[14],"of":[15,43,63,66,87,108,147],"tool":[16],"is":[17,21,150,180],"A/B":[18,44,58,175],"testing,":[19],"which":[20],"common":[22],"in":[23,76,115,138,177,202],"large":[24],"software":[25,101],"companies":[26],"also":[28,105,207],"represented":[29],"academically":[30],"at":[31],"conferences":[32],"like":[33,117],"the":[34,64,80,85],"Annual":[35],"Conference":[36],"on":[37,48,123],"Digital":[38],"Experimentation":[39],"(CODE).":[40],"A":[41,128],"number":[42],"testing":[45,59,176],"systems":[46,153],"focused":[47],"educational":[49,70,178],"applications":[50],"have":[51],"arisen":[52],"recently,":[53],"including":[54],"UpGrade":[55],"E-TRIALS.":[57],"can":[60,119,195],"be":[61,120,133,196],"part":[62,107],"puzzle":[65],"how":[67,174,182,191],"improve":[69],"platforms,":[71],"yet":[73],"challenging":[74],"issues":[75],"education":[77],"go":[78],"beyond":[79],"generic":[81],"paradigm.":[82],"For":[83],"example,":[84],"importance":[86],"teachers":[88],"instructors":[90,158],"means":[93],"that":[94],"students":[95],"are":[96,185],"not":[97,132],"only":[98,137],"connecting":[99],"with":[100,140,162],"as":[102,106],"individuals,":[103],"but":[104,136],"a":[109,145],"shared":[110],"classroom":[111],"experience.":[112],"Further,":[113],"topics":[116],"mathematics":[118],"highly":[121],"dependent":[122],"prior":[124,141],"learning,":[125],"thus":[127],"or":[129],"B":[130],"may":[131],"better":[134],"overall,":[135],"interaction":[139],"knowledge.":[142],"In":[143],"response,":[144],"set":[146],"opening":[151,186],"their":[152],"research":[156,168],"by":[157],"and/or":[159],"third-party":[160],"researchers,":[161],"specific":[163],"supports":[164],"necessary":[165],"for":[166,211],"education-specific":[167],"designs.":[169],"This":[170],"workshop":[171],"will":[172,206],"explore":[173],"contexts":[179],"different,":[181],"up":[187],"new":[188],"possibilities,":[189],"these":[192],"empirical":[193],"approaches":[194],"used":[197],"drive":[199],"powerful":[200],"gains":[201],"student":[203],"learning.":[204],"It":[205],"discuss":[208],"forthcoming":[209],"opportunities":[210],"funding":[212],"conduct":[214],"platform-enabled":[215]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}