{"id":"https://openalex.org/W3160042174","doi":"https://doi.org/10.1145/3411764","title":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","display_name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","publication_year":2021,"publication_date":"2021-05-06","ids":{"openalex":"https://openalex.org/W3160042174","doi":"https://doi.org/10.1145/3411764","mag":"3160042174"},"language":"en","primary_location":{"id":"doi:10.1145/3411764","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764","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":1226,"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":0.9997000098228455,"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":0.9997000098228455,"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/T13405","display_name":"Educational Assessment and Improvement","score":0.9520000219345093,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9347000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8433685898780823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7723543643951416},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6649024486541748},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6270914077758789},{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.5724300742149353},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5264119505882263},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5199241042137146},{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.47768980264663696},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4120238721370697},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38828614354133606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34245985746383667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28892359137535095},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08822742104530334},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0744951069355011}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8433685898780823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723543643951416},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6649024486541748},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6270914077758789},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.5724300742149353},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5264119505882263},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5199241042137146},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.47768980264663696},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4120238721370697},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38828614354133606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34245985746383667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28892359137535095},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08822742104530334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0744951069355011},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411764","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764","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":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3433089353","display_name":"Design the Future 2: CrowdDesignVR","funder_award_id":"EP/R004471/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7785280536","display_name":"Inclusive Design of Immersive Content","funder_award_id":"EP/S027432/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W54163351","https://openalex.org/W97963327","https://openalex.org/W174389588","https://openalex.org/W176849227","https://openalex.org/W193988059","https://openalex.org/W884650706","https://openalex.org/W1501595532","https://openalex.org/W1532637246","https://openalex.org/W1542357693","https://openalex.org/W1546665966","https://openalex.org/W1593910104","https://openalex.org/W1681508288","https://openalex.org/W1852515838","https://openalex.org/W1855579098","https://openalex.org/W1951008065","https://openalex.org/W1964120770","https://openalex.org/W1971513485","https://openalex.org/W1971781829","https://openalex.org/W1983255267","https://openalex.org/W1984644304","https://openalex.org/W1986882130","https://openalex.org/W1987118995","https://openalex.org/W1989426692","https://openalex.org/W2015280904","https://openalex.org/W2018602867","https://openalex.org/W2030164570","https://openalex.org/W2032038401","https://openalex.org/W2041379503","https://openalex.org/W2041771018","https://openalex.org/W2058362203","https://openalex.org/W2059216864","https://openalex.org/W2061494209","https://openalex.org/W2066054968","https://openalex.org/W2080211902","https://openalex.org/W2080575740","https://openalex.org/W2080612551","https://openalex.org/W2082420541","https://openalex.org/W2088664555","https://openalex.org/W2094397856","https://openalex.org/W2096293924","https://openalex.org/W2101896525","https://openalex.org/W2103484089","https://openalex.org/W2112974919","https://openalex.org/W2114750553","https://openalex.org/W2117470435","https://openalex.org/W2119120953","https://openalex.org/W2119597593","https://openalex.org/W2120326355","https://openalex.org/W2122071367","https://openalex.org/W2125729884","https://openalex.org/W2126152519","https://openalex.org/W2141846678","https://openalex.org/W2146286581","https://openalex.org/W2146305750","https://openalex.org/W2150597317","https://openalex.org/W2153519667","https://openalex.org/W2158307450","https://openalex.org/W2161176494","https://openalex.org/W2195434889","https://openalex.org/W2245625259","https://openalex.org/W2261399338","https://openalex.org/W2281090488","https://openalex.org/W2317132596","https://openalex.org/W2318157384","https://openalex.org/W2325584572","https://openalex.org/W2341018453","https://openalex.org/W2341453962","https://openalex.org/W2401208927","https://openalex.org/W2460620059","https://openalex.org/W2573946225","https://openalex.org/W2573978326","https://openalex.org/W2587329347","https://openalex.org/W2610721278","https://openalex.org/W2618851150","https://openalex.org/W2625238184","https://openalex.org/W2745945089","https://openalex.org/W2766614293","https://openalex.org/W2794802448","https://openalex.org/W2795622273","https://openalex.org/W2809138487","https://openalex.org/W2871253773","https://openalex.org/W2885124414","https://openalex.org/W2903996449","https://openalex.org/W2905395783","https://openalex.org/W2911600290","https://openalex.org/W2913942872","https://openalex.org/W2917560744","https://openalex.org/W2940562782","https://openalex.org/W2962862931","https://openalex.org/W2969590643","https://openalex.org/W2980956911","https://openalex.org/W2997133340","https://openalex.org/W3033281914","https://openalex.org/W3104344502","https://openalex.org/W3106796500","https://openalex.org/W3107123665","https://openalex.org/W3149040150","https://openalex.org/W3186928266","https://openalex.org/W4242372420","https://openalex.org/W4242883546","https://openalex.org/W4244357643","https://openalex.org/W4251463231","https://openalex.org/W4256679321","https://openalex.org/W4292341621"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"Course":[0],"selection":[1,127,148],"is":[2,17],"a":[3,115],"crucial":[4],"activity":[5],"for":[6,40,143],"students":[7,58,74,120],"as":[8,90],"it":[9],"directly":[10],"impacts":[11],"their":[12,81],"workload":[13],"and":[14,23,137,140],"performance.":[15],"It":[16],"also":[18],"time-consuming,":[19],"prone":[20],"to":[21,57,83,121],"subjectivity,":[22],"often":[24],"carried":[25],"out":[26],"based":[27,45],"on":[28,46,79],"incomplete":[29],"information.":[30],"This":[31],"task":[32],"can,":[33],"nevertheless,":[34],"be":[35],"assisted":[36],"with":[37,130],"computational":[38],"tools,":[39],"instance,":[41],"by":[42,103],"predicting":[43],"performance":[44],"historical":[47],"data.":[48],"We":[49,134],"investigate":[50],"the":[51,70,84,91,112],"effects":[52,100],"of":[53,72,86,114],"showing":[54],"grade":[55],"predictions":[56,106],"through":[59],"an":[60],"interactive":[61],"visualization":[62],"tool.":[63],"A":[64,93],"qualitative":[65],"study":[66,96],"suggests":[67],"that":[68,118],"in":[69],"presence":[71,113],"predictions,":[73],"may":[75],"focus":[76],"too":[77],"much":[78],"maximizing":[80],"performance,":[82],"detriment":[85],"other":[87,138],"factors":[88],"such":[89],"workload.":[92],"follow-up":[94],"quantitative":[95],"explored":[97],"whether":[98],"these":[99,136],"are":[101,107],"mitigated":[102],"changing":[104],"how":[105],"conveyed.":[108],"Our":[109],"observations":[110],"suggest":[111],"framing":[116],"effect":[117],"induces":[119],"put":[122],"more":[123,131],"effort":[124],"into":[125],"course":[126,147],"when":[128],"faced":[129],"specific":[132],"predictions.":[133],"discuss":[135],"findings":[139],"outline":[141],"considerations":[142],"designing":[144],"better":[145],"data-driven":[146],"tools.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":396},{"year":2023,"cited_by_count":275},{"year":2022,"cited_by_count":238},{"year":2021,"cited_by_count":120},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2021-05-24T00:00:00"}
