{"id":"https://openalex.org/W2788809783","doi":"https://doi.org/10.1145/3159450.3159509","title":"Supporting Self-Regulated Learning with Visualizations in Online Learning Environments","display_name":"Supporting Self-Regulated Learning with Visualizations in Online Learning Environments","publication_year":2018,"publication_date":"2018-02-21","ids":{"openalex":"https://openalex.org/W2788809783","doi":"https://doi.org/10.1145/3159450.3159509","mag":"2788809783"},"language":"en","primary_location":{"id":"doi:10.1145/3159450.3159509","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3159509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/315997","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082232097","display_name":"Kalle Ilves","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kalle Ilves","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041367899","display_name":"Juho Leinonen","orcid":"https://orcid.org/0000-0001-6829-9449"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juho Leinonen","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076828114","display_name":"Arto Hellas","orcid":"https://orcid.org/0000-0001-6502-209X"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Arto Hellas","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":4.345,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.95179949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"262"},"is_retracted":false,"is_paratext":false,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9975000023841858,"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/T10162","display_name":"Online and Blended Learning","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.885589063167572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119870185852051},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5628129839897156},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49244555830955505},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.4882066547870636},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4818747937679291},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4564379155635834},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4561857283115387},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.44825100898742676},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3710139989852905},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2276322841644287},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20623350143432617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18909403681755066},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.17624878883361816}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.885589063167572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119870185852051},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5628129839897156},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49244555830955505},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.4882066547870636},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4818747937679291},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4564379155635834},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4561857283115387},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.44825100898742676},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3710139989852905},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2276322841644287},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20623350143432617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18909403681755066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.17624878883361816},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3159450.3159509","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3159509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},{"id":"pmh:oai:helda.helsinki.fi:10138/315997","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/315997","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/315997","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/315997","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1576708673","https://openalex.org/W2013811491","https://openalex.org/W2049428464","https://openalex.org/W2051209805","https://openalex.org/W2057439650","https://openalex.org/W2062315768","https://openalex.org/W2067901116","https://openalex.org/W2071097428","https://openalex.org/W2091367633","https://openalex.org/W2127418831","https://openalex.org/W2144981148","https://openalex.org/W2145076773","https://openalex.org/W2146518935","https://openalex.org/W2152053836","https://openalex.org/W2197343846","https://openalex.org/W2282652579","https://openalex.org/W2555355180"],"related_works":["https://openalex.org/W2170857870","https://openalex.org/W1967451046","https://openalex.org/W3043598592","https://openalex.org/W1571722761","https://openalex.org/W2124832696","https://openalex.org/W4297262023","https://openalex.org/W2996634302","https://openalex.org/W2167556355","https://openalex.org/W2266569489","https://openalex.org/W2013729144"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"study":[4],"how":[5,51],"visualizations":[6,53,126],"could":[7],"be":[8,142],"used":[9],"to":[10,77,133,144],"support":[11],"students'":[12,55],"self-regulation":[13],"in":[14,88],"online":[15],"learning.":[16],"We":[17,49,60,122],"conducted":[18],"a":[19,104,120],"randomized":[20],"controlled":[21],"trial":[22],"with":[23,34,40,43,138],"three":[24,74],"groups:":[25],"one":[26,31,38],"control":[27],"group":[28,33],"without":[29],"visualization,":[30,36,105],"treatment":[32,39],"textual":[35],"and":[37,58,68,80],"graphical":[41],"visualization":[42],"information":[44],"on":[45,62],"peers'":[46],"average":[47],"achievement.":[48],"studied":[50],"different":[52],"affect":[54],"academic":[56],"performance":[57,87,137,145],"behavior.":[59],"focused":[61],"four":[63],"factors;":[64],"starting,":[65],"scheduling,":[66],"earliness":[67],"exercise":[69],"points,":[70],"where":[71],"the":[72,97,107,115,131],"first":[73],"are":[75,111],"related":[76],"time":[78],"management":[79],"self-regulation.":[81],"The":[82],"last":[83],"factor":[84],"measures":[85],"course":[86],"terms":[89],"of":[90,119],"completed":[91],"exercises.":[92],"Our":[93],"results":[94],"suggest":[95],"that":[96,125,127],"lowest":[98],"performing":[99,109],"students":[100,110],"can":[101],"benefit":[102],"from":[103],"whereas":[106],"highest":[108],"not":[112,129],"affected":[113],"by":[114],"presence":[116],"or":[117],"absence":[118],"visualization.":[121],"also":[123],"found":[124],"do":[128],"provide":[130],"means":[132],"compare":[134],"your":[135],"own":[136],"others":[139],"may":[140],"even":[141],"harmful":[143],"oriented":[146],"students.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}