{"id":"https://openalex.org/W2528761834","doi":"https://doi.org/10.1080/10494820.2016.1232278","title":"Exploring online students\u2019 self-regulated learning with self-reported surveys and log files: a data mining approach","display_name":"Exploring online students\u2019 self-regulated learning with self-reported surveys and log files: a data mining approach","publication_year":2016,"publication_date":"2016-10-06","ids":{"openalex":"https://openalex.org/W2528761834","doi":"https://doi.org/10.1080/10494820.2016.1232278","mag":"2528761834"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2016.1232278","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2016.1232278","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-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/A5053463880","display_name":"Moon\u2010Heum Cho","orcid":"https://orcid.org/0000-0002-3993-3866"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Moon-Heum Cho","raw_affiliation_strings":["Department of Education, Sungkyunkwan University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Education, Sungkyunkwan University, Seoul, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108232753","display_name":"Jin Soung Yoo","orcid":null},"institutions":[{"id":"https://openalex.org/I162817326","display_name":"Indiana University \u2013 Purdue University Fort Wayne","ror":"https://ror.org/01jxzq227","country_code":"US","type":"education","lineage":["https://openalex.org/I162817326"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Soung Yoo","raw_affiliation_strings":["Department of Computer Science, Indiana University\u2013Purdue University, Fort Wayne, IN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Indiana University\u2013Purdue University, Fort Wayne, IN, USA","institution_ids":["https://openalex.org/I162817326"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053463880"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":5.5264,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95785406,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"8","first_page":"970","last_page":"982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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/T10162","display_name":"Online and Blended Learning","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9973000288009644,"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/educational-data-mining","display_name":"Educational data mining","score":0.6305418014526367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5880168080329895},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.5860671401023865},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.534652590751648},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47607722878456116},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33724725246429443},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.26082921028137207},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25916409492492676}],"concepts":[{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.6305418014526367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5880168080329895},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.5860671401023865},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.534652590751648},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47607722878456116},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33724725246429443},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.26082921028137207},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25916409492492676}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2016.1232278","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2016.1232278","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W157299254","https://openalex.org/W172563333","https://openalex.org/W1483580517","https://openalex.org/W1526122805","https://openalex.org/W1539947443","https://openalex.org/W1570448133","https://openalex.org/W1608703814","https://openalex.org/W1680392829","https://openalex.org/W1969599854","https://openalex.org/W1982261530","https://openalex.org/W1985544433","https://openalex.org/W1996716987","https://openalex.org/W2005508201","https://openalex.org/W2006444123","https://openalex.org/W2009355930","https://openalex.org/W2010546825","https://openalex.org/W2031917325","https://openalex.org/W2048072294","https://openalex.org/W2066052206","https://openalex.org/W2070635017","https://openalex.org/W2071097428","https://openalex.org/W2079777076","https://openalex.org/W2088512750","https://openalex.org/W2098880898","https://openalex.org/W2101780042","https://openalex.org/W2104791248","https://openalex.org/W2106341825","https://openalex.org/W2114184575","https://openalex.org/W2121612243","https://openalex.org/W2127218421","https://openalex.org/W2133990480","https://openalex.org/W2140190241","https://openalex.org/W2149706766","https://openalex.org/W2151886667","https://openalex.org/W2153378020","https://openalex.org/W2153804780","https://openalex.org/W2158698691","https://openalex.org/W2165826862","https://openalex.org/W2487564853","https://openalex.org/W2494899296","https://openalex.org/W2531563875","https://openalex.org/W4231741839","https://openalex.org/W4236137412","https://openalex.org/W4247624306","https://openalex.org/W4249187927","https://openalex.org/W4253578872","https://openalex.org/W4313823339"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2809511035","https://openalex.org/W2549141550","https://openalex.org/W2136866411","https://openalex.org/W1474740690","https://openalex.org/W3138509533","https://openalex.org/W4387909510","https://openalex.org/W2521491036","https://openalex.org/W3137268104","https://openalex.org/W2528761834"],"abstract_inverted_index":{"Many":[0],"researchers":[1],"who":[2],"are":[3,109],"interested":[4],"in":[5,84,88],"studying":[6],"students\u2019":[7,30,51,74,86],"online":[8,52,73,90],"self-regulated":[9],"learning":[10,101],"(SRL)":[11],"have":[12],"heavily":[13],"relied":[14],"on":[15,38],"self-reported":[16,65,93],"surveys.":[17],"Data":[18],"mining":[19,60,108],"is":[20],"an":[21,89],"alternative":[22],"technique":[23],"that":[24],"can":[25],"be":[26],"used":[27],"to":[28,49,71,97],"discover":[29],"SRL":[31,53],"patterns":[32,54],"from":[33],"large":[34],"data":[35,59,107],"logs":[36],"saved":[37],"a":[39],"course":[40,91],"management":[41],"system.":[42],"The":[43],"purpose":[44],"of":[45,58,106],"this":[46],"study":[47],"was":[48,81],"identify":[50],"with":[55,103],"the":[56,104],"use":[57,105],"techniques.":[61],"We":[62],"examined":[63],"both":[64],"self-regulation":[66],"surveys":[67],"and":[68,76,100],"log":[69,79],"files":[70,80],"predict":[72],"achievements":[75,87],"found":[77],"using":[78],"more":[82],"powerful":[83],"predicting":[85],"than":[92],"survey":[94],"data.":[95],"Discussions":[96],"enhance":[98],"teaching":[99],"practices":[102],"provided.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}