{"id":"https://openalex.org/W2911443031","doi":"https://doi.org/10.1145/3051457","title":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","display_name":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","publication_year":2017,"publication_date":"2017-04-12","ids":{"openalex":"https://openalex.org/W2911443031","doi":"https://doi.org/10.1145/3051457","mag":"2911443031"},"language":"en","primary_location":{"id":"doi:10.1145/3051457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"},"type":"paratext","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":true,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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":0.963100016117096,"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"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9613000154495239,"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":0.6676119565963745},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6235989332199097},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.5042945146560669},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.44065847992897034},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4225632846355438},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3913271129131317},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3697592616081238},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3610362410545349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34213587641716003},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.30809104442596436},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.30556154251098633},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.20020318031311035},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.1763351857662201},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1073751449584961},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.10566142201423645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676119565963745},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6235989332199097},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.5042945146560669},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.44065847992897034},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4225632846355438},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3913271129131317},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3697592616081238},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3610362410545349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34213587641716003},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.30809104442596436},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.30556154251098633},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.20020318031311035},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.1763351857662201},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1073751449584961},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10566142201423645},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3051457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2740949427","https://openalex.org/W2466909816","https://openalex.org/W2739584557","https://openalex.org/W2993407327","https://openalex.org/W3084279499","https://openalex.org/W3137277498","https://openalex.org/W2738303290","https://openalex.org/W2994076959","https://openalex.org/W3024299802","https://openalex.org/W2124020042"],"abstract_inverted_index":{"It":[0],"is":[1,95,276,318,338,765,799],"our":[2,440],"great":[3],"pleasure":[4],"to":[5,189,210,214,231,321,345,349,408,446,455,457,479,547,567,611,712,786],"present":[6,762],"the":[7,10,27,48,56,65,73,79,92,101,136,168,232,238,250,256,271,277,309,341,364,436,468,477,480,545,565,633,667,743,754,757,776,794,797,803],"Proceedings":[8],"of":[9,30,58,81,100,116,140,145,156,164,171,185,195,220,242,259,263,270,281,294,301,312,324,333,343,361,367,377,403,410,416,439,474,488,493,528,572,601,637,659,669,704,737,753,756],"Fourth":[11],"Annual":[12],"ACM":[13],"Conference":[14],"on":[15,23,105,369,485,496,589,685],"Learning":[16,35,206,251,272],"at":[17,26,36,147,192,197,252,273,394,628,650,720,781],"Scale,":[18],"[email":[19],"protected]":[20],"2017,":[21],"held":[22],"April":[24],"20-21":[25],"Massachusetts":[28],"Institute":[29],"Technology,":[31],"Cambridge,":[32],"MA,":[33],"USA.":[34],"Scale":[37,253,274],"investigates":[38],"large-scale,":[39],"technology-mediated":[40],"learning":[41,86,107,122,124,146,191,196,264,393,412,421,512,523,530,571,627,649,660],"environments.":[42,117],"The":[43,268,459,696],"conference":[44,74,93,798],"was":[45,75],"created":[46],"by":[47,55,78,113,167,326,536,559,719,731,742],"Association":[49],"for":[50,98,237,297,340,355,461,499,507,584,604,626,647,656,735,775],"Computing":[51],"Machinery":[52],"(ACM),":[53],"inspired":[54,77,535,558],"emergence":[57,80],"Massive":[59],"Open":[60],"Online":[61],"Courses":[62],"(MOOCs)":[63],"and":[64,91,108,135,187,217,225,240,265,279,306,353,384,390,423,541,553,570,576,586,598,609,624,635,652,654,677,687,728,767,770,778],"accompanying":[66],"shift":[67],"in":[68,521,550,619,632,640,645,672,802],"thinking":[69],"about":[70,510],"education.":[71],"While":[72],"originally":[76],"MOOCs,":[82,370],"large-scale":[83,522],"technology":[84,287],"mediated":[85],"environments":[87,213,524],"are":[88,142,160,208,229,450],"very":[89,248,437],"diverse":[90,551],"series":[94],"a":[96,176,182,292,314,430,444,471,486,579,682,747,773],"venue":[97],"discussion":[99,752],"highest":[102],"quality":[103],"research":[104,204,325,334,368,396,562],"how":[106],"teaching":[109,569],"can":[110],"be":[111,791],"transformed":[112],"that":[114,399,413,426,434,435,525,563,689,764],"diversity":[115],"Intelligent":[118],"tutoring":[119],"systems,":[120,134],"open":[121,673],"courseware,":[123],"games,":[125],"citizen":[126],"science":[127],"communities,":[128,131],"collaborative":[129],"programming":[130],"community":[132,254,275,342],"tutorial":[133],"countless":[137],"informal":[138],"communities":[139],"learners":[141,549],"all":[143,466,663],"examples":[144],"scale.":[148,193],"These":[149],"systems":[150],"either":[151],"depend":[152],"upon":[153,448],"large":[154],"numbers":[155,699],"learners,":[157],"or":[158,502,517,582,594,606,616],"they":[159],"enriched":[161],"through":[162],"use":[163,170,291,668],"data":[165,186,639],"generated":[166],"previous":[169,705],"many":[172,371],"learners.":[173],"They":[174],"share":[175],"common":[177,183],"purpose--to":[178],"increase":[179,617],"human":[180,266,282,511],"potential--and":[181],"infrastructure":[184],"computation":[188],"enable":[190],"Investigations":[194],"scale":[198,395],"naturally":[199],"bring":[200],"together":[201],"two":[202],"different":[203],"communities.":[205],"scientists":[207,228],"drawn":[209,230],"these":[211,260,328,401],"innovative":[212,766],"study":[215],"established":[216,453,514],"emerging":[218,285,779],"forms":[219],"knowledge":[221],"production,":[222],"transfer,":[223],"modeling,":[224,593],"co-creation.":[226],"Computer":[227],"field":[233],"as":[234,679,681,746],"powerful":[235],"site":[236],"development":[239],"application":[241],"advanced":[243],"computational":[244,497],"techniques.":[245],"At":[246],"it's":[247],"best,":[249],"supports":[255],"interdisciplinary":[257],"investigation":[258],"important":[261,339],"sites":[262],"development.":[267],"goal":[269],"understanding":[278],"enhancement":[280],"learning.":[283,362,428],"In":[284,308,363,662],"education":[286],"genres,":[288],"researchers":[289,344,372],"often":[290,749],"variety":[293,487],"proxy":[295,329],"measures":[296,300,360,376],"learning,":[298,494,615],"including":[299,387,675],"participation,":[302,388],"persistence,":[303,389],"completion,":[304],"satisfaction,":[305],"activity.":[307],"early":[310,365,441],"stages":[311],"investigating":[313,327,357],"technological":[315,419],"genre,":[316],"it":[317,337,805],"entirely":[319],"appropriate":[320],"begin":[322],"lines":[323,332],"outcomes.":[330],"As":[331,392,429,789],"mature,":[335,768],"however,":[336],"hold":[346],"each":[347],"other":[348],"increasingly":[350],"high":[351],"standards":[352],"expectations":[354],"directly":[356],"thoughtfully":[358],"constructed":[359],"days":[366],"documented":[373],"correlations":[374,404],"between":[375],"activity":[378],"(videos":[379],"watched,":[380],"forums":[381],"posted,":[382],"clicks)":[383],"outcome":[385],"proxies":[386],"completion.":[391],"matures,":[397],"studies":[398,409,597,600],"document":[400],"kinds":[402],"should":[405],"give":[406],"way":[407],"student":[411],"produce":[414],"evidence":[415,527],"instructional":[417],"techniques,":[418],"infrastructures,":[420],"habits,":[422],"experimental":[424,519],"interventions":[425,520,534,557],"improve":[427],"community,":[431,613],"we":[432,665],"believe":[433],"best":[438,630,670],"papers":[442,462,708],"define":[443],"foundation":[445],"build":[447],"but":[449],"not":[451,693],"an":[452],"standard":[454],"which":[456],"aspire.":[458],"call":[460],"attracted":[463],"submissions":[464,484],"from":[465,476,513,793],"over":[467],"world,":[469],"covering":[470],"broad":[472],"range":[473],"topics":[475,489],"theoretical":[478],"pragmatic.":[481],"We":[482],"received":[483],"including:":[490],"novel":[491],"assessments":[492],"drawing":[495],"techniques":[498,583,625,655],"automated,":[500],"peer,":[501],"humanassisted":[503],"assessment;":[504],"new":[505,622],"methods":[506],"validating":[508],"inferences":[509],"measures,":[515],"assessments,":[516],"proxies;":[518],"show":[526],"improved":[529],"outcomes;":[531],"domain":[532,555],"independent":[533],"social":[537],"psychology,":[538],"behavioral":[539],"economics,":[540],"related":[542],"fields":[543,552],"with":[544],"potential":[546,566],"benefit":[548],"disciplines;":[554],"specific":[556,573],"discipline-based":[560],"educational":[561],"have":[564,690],"advance":[568],"ideas,":[574],"misconceptions,":[575],"theories":[577],"within":[578],"field;":[580],"tools":[581,608,623,653],"personalization":[585],"adaptation,":[587],"based":[588],"log":[590],"data,":[591],"user":[592],"choice;":[595],"usability":[596],"effectiveness":[599],"design":[602],"elements":[603],"students":[605],"instructors;":[607],"pedagogy":[610],"promote":[612],"support":[614],"retention":[618],"at-scale":[620],"environments;":[621],"scale;":[629,651],"practices":[631,671],"archiving":[634],"reuse":[636],"learner":[638],"safe,":[641],"ethical":[642],"ways;":[643],"innovations":[644],"platforms":[646],"supporting":[648],"managing":[657],"privacy":[658],"data.":[661],"topics,":[664],"encourage":[666],"science,":[674],"pre-planning":[676],"pre-registration":[678],"well":[680,694],"particular":[683],"focus":[684],"contexts":[686],"populations":[688],"been":[691],"historically":[692],"served.":[695],"overall":[697],"submission":[698],"were":[700,709,717,740],"greater":[701],"than":[702],"those":[703],"years.":[706],"All":[707],"reviewed":[710,718],"according":[711],"stringent":[713],"criteria.":[714],"Full":[715,738,760],"Papers":[716,727,739,761],"least":[721],"three":[722],"program":[723,744],"committee":[724,745],"members,":[725],"Work-In-Progress":[726],"Demonstration":[729],"Descriptions":[730],"two.":[732],"Final":[733],"decisions":[734],"acceptance":[736],"made":[741],"whole,":[748],"after":[750],"extensive":[751],"merits":[755],"paper.":[758],"Whereas":[759],"work":[763,780,804],"WiPs":[769],"Demos":[771],"offer":[772],"forum":[774],"newest":[777],"earlier":[782],"stages,":[783],"offering":[784],"pointers":[785],"future":[787],"directions.":[788],"may":[790],"clear":[792],"following":[795],"analytics,":[796],"highly":[800],"selective":[801],"accepts.":[806]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
