{"id":"https://openalex.org/W3142794904","doi":"https://doi.org/10.1145/3448139.3448211","title":"A learning analytic approach to unveiling self-regulatory processes in learning tactics","display_name":"A learning analytic approach to unveiling self-regulatory processes in learning tactics","publication_year":2021,"publication_date":"2021-04-05","ids":{"openalex":"https://openalex.org/W3142794904","doi":"https://doi.org/10.1145/3448139.3448211","mag":"3142794904"},"language":"en","primary_location":{"id":"doi:10.1145/3448139.3448211","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448139.3448211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK21: 11th International Learning Analytics and 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/A5006305255","display_name":"Yizhou Fan","orcid":"https://orcid.org/0000-0003-2777-1705"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yizhou Fan","raw_affiliation_strings":["The University of Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033860287","display_name":"Saint John","orcid":"https://orcid.org/0000-0002-8338-9300"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Saint","raw_affiliation_strings":["The University of Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041627722","display_name":"Shaveen Singh","orcid":"https://orcid.org/0000-0002-7862-8047"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shaveen Singh","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025182522","display_name":"Jelena Jovanovi\u0107","orcid":"https://orcid.org/0000-0002-1904-0446"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Jelena Jovanovic","raw_affiliation_strings":["University of Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"University of Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Ga\u0161evi\u0107","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006305255"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":7.2645,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.97173087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"184","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9988999962806702,"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":0.9914000034332275,"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/learning-analytics","display_name":"Learning analytics","score":0.7483257055282593},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6166225075721741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5931110978126526},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5642382502555847},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5416621565818787},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4418479800224304},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.43721941113471985},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3761756718158722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3734341263771057}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7483257055282593},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6166225075721741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931110978126526},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5642382502555847},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5416621565818787},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4418479800224304},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.43721941113471985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3761756718158722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3734341263771057},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3448139.3448211","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448139.3448211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK21: 11th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/240567","is_oa":false,"landing_page_url":"https://repository.ubn.ru.nl/handle/2066/240567","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"LAK21: 11th International Learning Analytics and Knowledge Conference, pp. 184-195","raw_type":"Article in monograph or in proceedings"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/240567","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/240567","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"LAK21: 11th International Learning Analytics and Knowledge Conference, 184 - 195. [S.l.] : Association for Computing Machinery (ACM)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W64717018","https://openalex.org/W176246444","https://openalex.org/W180535387","https://openalex.org/W1948664808","https://openalex.org/W1998808780","https://openalex.org/W1998862210","https://openalex.org/W2059457734","https://openalex.org/W2071949631","https://openalex.org/W2077883864","https://openalex.org/W2087041628","https://openalex.org/W2099515890","https://openalex.org/W2164185374","https://openalex.org/W2199005346","https://openalex.org/W2238759989","https://openalex.org/W2280342393","https://openalex.org/W2288466802","https://openalex.org/W2293781730","https://openalex.org/W2528720667","https://openalex.org/W2590161963","https://openalex.org/W2607555983","https://openalex.org/W2724824384","https://openalex.org/W2768744498","https://openalex.org/W2795928368","https://openalex.org/W2883192717","https://openalex.org/W2904305456","https://openalex.org/W2915191839","https://openalex.org/W2972324304","https://openalex.org/W2972357071","https://openalex.org/W2972606216","https://openalex.org/W2980121951","https://openalex.org/W3010762470","https://openalex.org/W3011196960","https://openalex.org/W3087398895","https://openalex.org/W3090254665"],"related_works":["https://openalex.org/W4313320911","https://openalex.org/W4327743144","https://openalex.org/W4245077728","https://openalex.org/W2607424049","https://openalex.org/W4390922876","https://openalex.org/W3183204001","https://openalex.org/W4206302830","https://openalex.org/W2185941092","https://openalex.org/W4386782890","https://openalex.org/W3210948575"],"abstract_inverted_index":{"Investigation":[0],"of":[1,58,130,137,151,158,161,184,188,203,208,227,236,246,251,261,269],"learning":[2,28,38,50,60,71,81,93,132,154,204,262],"tactics":[3,29,82,94,155,173,205],"and":[4,26,36,76,100,105,108,125,163,186,201,249],"strategies":[5],"has":[6,241],"received":[7],"increasing":[8],"attention":[9],"by":[10,115],"the":[11,56,152,171,175,193,209,218,222,225,233,239,244,259],"Learning":[12],"Analytics":[13],"(LA)":[14],"community.":[15],"While":[16],"previous":[17],"research":[18],"efforts":[19],"have":[20],"made":[21],"notable":[22],"contributions":[23],"towards":[24],"identifying":[25],"understanding":[27,48],"from":[30,84,232],"trace":[31,85,138],"data":[32],"in":[33,80,118,156,206,224,267],"various":[34],"blended":[35],"online":[37],"settings,":[39],"there":[40],"is":[41],"still":[42],"a":[43,70,270],"need":[44],"to":[45,64,74,220],"deepen":[46],"our":[47],"about":[49],"processes":[51,79,129,146,179,263],"that":[52],"are":[53],"activated":[54,148],"during":[55,149],"enactment":[57,150],"distinct":[59],"tactics.":[61],"In":[62,191],"order":[63],"fill":[65],"this":[66,88,215],"gap,":[67],"we":[68,90],"propose":[69],"analytic":[72],"approach":[73,196,216],"unveiling":[75],"comparing":[77],"self-regulatory":[78],"detected":[83,91,126],"data.":[86,139],"Following":[87],"approach,":[89],"four":[92,153,172],"(Reading":[95],"with":[96],"Quiz":[97,111],"Tactic,":[98,102],"Assessment":[99],"Interaction":[101],"Short":[103],"Login":[104],"Interact":[106],"Tactic":[107],"Focus":[109],"on":[110,181],"Tactic)":[112],"as":[113],"used":[114],"728":[116],"learners":[117],"an":[119,135],"undergrad":[120],"course.":[121],"We":[122,140,166],"then":[123],"theorised":[124],"five":[127,176],"micro-level":[128,144,177],"self-regulated":[131],"(SRL)":[133],"through":[134],"analysis":[136,183],"analysed":[141],"how":[142,243],"these":[143],"SRL":[145,178,211],"were":[147],"terms":[157,207,268],"their":[159],"frequency":[160],"occurrence":[162],"temporal":[164],"sequencing.":[165],"found":[167],"significant":[168],"differences":[169],"across":[170],"regarding":[174],"based":[180],"multivariate":[182],"variance":[185],"comparison":[187],"process":[189],"models.":[190],"summary,":[192],"proposed":[194],"LA":[195,228,247],"allows":[197],"for":[198],"meaningful":[199],"interpretation":[200,226,245],"distinction":[202],"underlying":[210],"processes.":[212],"More":[213],"importantly,":[214],"shows":[217],"potential":[219],"overcome":[221],"limitations":[223],"results":[229,248],"which":[230],"stem":[231],"context-specific":[234],"nature":[235],"learning.":[237],"Specifically,":[238],"study":[240],"demonstrated":[242],"recommendation":[250],"pedagogical":[252],"interventions":[253],"can":[254],"also":[255],"be":[256],"provided":[257],"at":[258],"level":[260],"rather":[264],"than":[265],"only":[266],"specific":[271],"course":[272],"design.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}