{"id":"https://openalex.org/W2594372826","doi":"https://doi.org/10.1145/3027385.3027440","title":"Using data visualizations to foster emotion regulation during self-regulated learning with advanced learning technologies","display_name":"Using data visualizations to foster emotion regulation during self-regulated learning with advanced learning technologies","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2594372826","doi":"https://doi.org/10.1145/3027385.3027440","mag":"2594372826"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3027440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-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/A5019212451","display_name":"Roger Azevedo","orcid":"https://orcid.org/0000-0002-5018-6232"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roger Azevedo","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005473375","display_name":"Garrett C. Millar","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrett C. Millar","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040488871","display_name":"Michelle Taub","orcid":"https://orcid.org/0000-0002-6238-1334"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Taub","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010678621","display_name":"Nicholas V. Mudrick","orcid":"https://orcid.org/0000-0002-3558-9850"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas V. Mudrick","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031420644","display_name":"Amanda E. Bradbury","orcid":"https://orcid.org/0000-0002-2736-7959"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda E. Bradbury","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064446028","display_name":"Megan J. Price","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan J. Price","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019212451"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":4.8911,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95015913,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"444","last_page":"448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9979000091552734,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9957000017166138,"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/metacognition","display_name":"Metacognition","score":0.7844253778457642},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.7386382818222046},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6370106935501099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5990463495254517},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5469080805778503},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5286498665809631},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.49801206588745117},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4895375669002533},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41474419832229614},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.41130322217941284},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3538190722465515},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3371773362159729},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3225107789039612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2215423882007599},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.14725419878959656}],"concepts":[{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.7844253778457642},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.7386382818222046},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6370106935501099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990463495254517},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5469080805778503},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5286498665809631},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.49801206588745117},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4895375669002533},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41474419832229614},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.41130322217941284},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3538190722465515},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3371773362159729},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3225107789039612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2215423882007599},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.14725419878959656},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3027440","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6136301069","display_name":null,"funder_award_id":"DRL#1431552","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W410845123","https://openalex.org/W636333792","https://openalex.org/W940491163","https://openalex.org/W1551683416","https://openalex.org/W1593360544","https://openalex.org/W1974219072","https://openalex.org/W2003220763","https://openalex.org/W2032365340","https://openalex.org/W2044735025","https://openalex.org/W2075767206","https://openalex.org/W2085267184","https://openalex.org/W2129514660","https://openalex.org/W2140535904","https://openalex.org/W2171618137","https://openalex.org/W2213629401","https://openalex.org/W2236671913","https://openalex.org/W2346943541","https://openalex.org/W2491875241","https://openalex.org/W2587278637"],"related_works":["https://openalex.org/W2390181806","https://openalex.org/W4387714313","https://openalex.org/W2260086729","https://openalex.org/W2494585315","https://openalex.org/W4296961619","https://openalex.org/W2612605749","https://openalex.org/W3128469092","https://openalex.org/W2048373682","https://openalex.org/W3206539705","https://openalex.org/W3006638339"],"abstract_inverted_index":{"Emotions":[0],"play":[1],"a":[2,59,143],"critical":[3],"role":[4],"during":[5,93],"learning":[6,12,47,94],"and":[7,29,43,62,79,89,113,133,158,165,178],"problem":[8],"solving":[9],"with":[10,95,101,138],"advanced":[11],"technologies":[13],"(ALTs).":[14],"Despite":[15],"their":[16,36,53],"importance,":[17],"relatively":[18],"few":[19],"attempts":[20],"have":[21],"been":[22],"made":[23],"to":[24,50,85,104,142],"understand":[25],"learners'":[26,87,122],"emotional":[27],"monitoring":[28,88],"regulation":[30,55,90],"by":[31,70,153],"using":[32],"data":[33,84,103,117,172,176],"visualizations":[34,75,118],"of":[35,74,76,91,116],"own":[37,78],"(and":[38],"others')":[39],"cognitive,":[40,163],"affective,":[41],"metacognitive,":[42],"motivational":[44],"(CAMM)":[45],"self-regulated":[46],"(SRL)":[48],"processes":[49,126],"potentially":[51],"foster":[52],"emotion":[54,129,131,134],"(ER).":[56],"We":[57,97,136],"present":[58],"theoretically":[60],"based":[61],"empirically":[63],"driven":[64],"conceptual":[65],"framework":[66],"that":[67,119,148],"addresses":[68,149],"ER":[69,111],"proposing":[71],"the":[72,106,114,162],"use":[73,98],"one's":[77],"others'":[80],"CAMM":[81],"SRL":[82],"multichannel":[83],"facilitate":[86],"emotions":[92],"ALTs.":[96],"an":[99],"example":[100],"eye-tracking":[102],"illustrate":[105],"mapping":[107],"between":[108],"theoretical":[109],"assumptions,":[110],"strategies,":[112],"types":[115],"can":[120],"enhance":[121],"ER,":[123],"including":[124],"key":[125],"such":[127],"as":[128],"flexibility,":[130],"adaptivity,":[132],"efficacy.":[135],"conclude":[137],"future":[139],"directions":[140],"leading":[141],"systematic":[144],"interdisciplinary":[145],"research":[146],"agenda":[147],"outstanding":[150],"ER-related":[151],"issues":[152],"integrating":[154],"models,":[155],"theories,":[156],"methods,":[157],"analytical":[159],"techniques":[160],"for":[161],"learning,":[164],"affective":[166],"sciences;":[167],"human-":[168],"computer":[169],"interaction":[170],"(HCI);":[171],"visualization;":[173],"big":[174],"data;":[175],"mining;":[177],"SRL.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
