{"id":"https://openalex.org/W4206981128","doi":"https://doi.org/10.1109/tale52509.2021.9678920","title":"Learning Analytics of the Relationships among Knowledge Constructions, Self-regulated Learning, and Learning Performance","display_name":"Learning Analytics of the Relationships among Knowledge Constructions, Self-regulated Learning, and Learning Performance","publication_year":2021,"publication_date":"2021-12-05","ids":{"openalex":"https://openalex.org/W4206981128","doi":"https://doi.org/10.1109/tale52509.2021.9678920"},"language":"en","primary_location":{"id":"doi:10.1109/tale52509.2021.9678920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology & Education (TALE)","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/A5101774927","display_name":"Hao Hao","orcid":"https://orcid.org/0000-0003-2804-7022"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hao Hao","raw_affiliation_strings":["Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002640897","display_name":"Xuewang Geng","orcid":"https://orcid.org/0000-0002-3190-1130"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xuewang Geng","raw_affiliation_strings":["Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379339","display_name":"Li Chen","orcid":"https://orcid.org/0000-0003-3199-0679"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Li Chen","raw_affiliation_strings":["Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046057343","display_name":"Atsushi Shimada","orcid":"https://orcid.org/0000-0002-3635-9336"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Shimada","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037036505","display_name":"Masanori Yamada","orcid":"https://orcid.org/0000-0002-6493-8554"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masanori Yamada","raw_affiliation_strings":["Faculty of Arts and Science, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Arts and Science, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101774927"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":0.2629,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62376877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9986000061035156,"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/T11122","display_name":"Online Learning and Analytics","score":0.9933000206947327,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/learning-analytics","display_name":"Learning analytics","score":0.6028669476509094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5635998845100403},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4525373578071594},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42840760946273804},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33030474185943604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3235003352165222},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.27133429050445557}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6028669476509094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5635998845100403},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4525373578071594},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42840760946273804},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33030474185943604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3235003352165222},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27133429050445557},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale52509.2021.9678920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology & Education (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W22517153","https://openalex.org/W36704874","https://openalex.org/W86604784","https://openalex.org/W121207765","https://openalex.org/W640262542","https://openalex.org/W1965275228","https://openalex.org/W1973607982","https://openalex.org/W1998862210","https://openalex.org/W2010646608","https://openalex.org/W2072274285","https://openalex.org/W2081793863","https://openalex.org/W2152379890","https://openalex.org/W2416137319","https://openalex.org/W2475705026","https://openalex.org/W2479902728","https://openalex.org/W2619325453","https://openalex.org/W2734905297","https://openalex.org/W2738881733","https://openalex.org/W2763673406","https://openalex.org/W2922512055","https://openalex.org/W2967680592","https://openalex.org/W2994110209","https://openalex.org/W2999293101","https://openalex.org/W3214923421","https://openalex.org/W4231395227","https://openalex.org/W4403898705","https://openalex.org/W6603463476","https://openalex.org/W6604857768","https://openalex.org/W6741249695","https://openalex.org/W6761113983","https://openalex.org/W6767575149","https://openalex.org/W6772067455"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1559004430","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246","https://openalex.org/W1485952063"],"abstract_inverted_index":{"The":[0,75],"concept":[1],"map":[2,111],"has":[3],"a":[4,106],"positive":[5],"effect":[6],"on":[7],"the":[8,28,56,67,72,99,117],"enhancement":[9],"of":[10,19,58,116,119],"self-regulated":[11],"learning":[12,15,21,34,39,60,127],"(SRL)":[13],"and":[14,38,85,113,125,134],"performance":[16,40],"in":[17,54,92,98],"terms":[18],"cognitive":[20],"tools,":[22],"according":[23],"to":[24,65],"previous":[25],"research.":[26],"However,":[27],"relationships":[29,68],"between":[30,69,109],"knowledge":[31,80,86,110],"construction":[32,81,87],"state,":[33,37],"behaviors,":[35,128],"psychological":[36],"have":[41],"not":[42],"been":[43],"clearly":[44],"investigated.":[45],"Learning":[46],"analytics":[47],"(LA)":[48],"can":[49],"play":[50],"an":[51],"important":[52],"role":[53],"addressing":[55],"issue":[57],"collecting":[59],"behaviors.":[61],"This":[62],"study":[63],"aims":[64],"investigate":[66],"them,":[70],"using":[71],"LA":[73],"approach.":[74],"results":[76],"indicated":[77],"that":[78],"seven":[79],"types":[82],"were":[83],"detected,":[84],"type":[88],"had":[89],"significant":[90,96,107],"differences":[91,97],"performance,":[93],"albeit":[94],"no":[95],"Tukey":[100],"post-hoc":[101],"analyses.":[102],"Moreover,":[103],"there":[104],"is":[105],"correlation":[108],"cluster":[112],"discussion,":[114],"some":[115,126],"factors":[118],"SRL":[120],"(e.g.,":[121],"declarative":[122],"knowledge,":[123],"monitoring),":[124],"such":[129],"as":[130],"adding":[131],"marker,":[132],"memo,":[133],"red":[135],"marker.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}