{"id":"https://openalex.org/W2014493061","doi":"https://doi.org/10.1145/2567574.2567616","title":"Analyzing the log patterns of adult learners in LMS using learning analytics","display_name":"Analyzing the log patterns of adult learners in LMS using learning analytics","publication_year":2014,"publication_date":"2014-03-24","ids":{"openalex":"https://openalex.org/W2014493061","doi":"https://doi.org/10.1145/2567574.2567616","mag":"2014493061"},"language":"en","primary_location":{"id":"doi:10.1145/2567574.2567616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","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/A5067620143","display_name":"Il\u2010Hyun Jo","orcid":"https://orcid.org/0000-0003-3299-7290"},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Il-Hyun Jo","raw_affiliation_strings":["Ewha Womans University, Seoul, South Korea","EWHA Womans University , Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Ewha Womans University, Seoul, South Korea","institution_ids":["https://openalex.org/I138925566"]},{"raw_affiliation_string":"EWHA Womans University , Seoul, South Korea","institution_ids":["https://openalex.org/I138925566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444298","display_name":"Dongho Kim","orcid":"https://orcid.org/0000-0003-2669-6133"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongho Kim","raw_affiliation_strings":["University of Georgia, Athens, GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066326369","display_name":"Meehyun Yoon","orcid":"https://orcid.org/0000-0003-3337-1660"},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Meehyun Yoon","raw_affiliation_strings":["Ewha Womans University, Seoul, South Korea","EWHA Womans University , Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Ewha Womans University, Seoul, South Korea","institution_ids":["https://openalex.org/I138925566"]},{"raw_affiliation_string":"EWHA Womans University , Seoul, South Korea","institution_ids":["https://openalex.org/I138925566"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067620143"],"corresponding_institution_ids":["https://openalex.org/I138925566"],"apc_list":null,"apc_paid":null,"fwci":22.7955,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.99250491,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9993000030517578,"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/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":0.988099992275238,"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/learning-analytics","display_name":"Learning analytics","score":0.873271107673645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7455906867980957},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.59111487865448},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.5734885334968567},{"id":"https://openalex.org/keywords/correlative","display_name":"Correlative","score":0.4820033609867096},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4808029234409332},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4797985851764679},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4520828127861023},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44705668091773987},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.4163963496685028},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3762251138687134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35799747705459595},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16591516137123108},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14983531832695007},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09362843632698059},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09258604049682617}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.873271107673645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7455906867980957},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.59111487865448},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5734885334968567},{"id":"https://openalex.org/C2776800370","wikidata":"https://www.wikidata.org/wiki/Q5172864","display_name":"Correlative","level":2,"score":0.4820033609867096},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4808029234409332},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4797985851764679},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4520828127861023},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44705668091773987},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.4163963496685028},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3762251138687134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35799747705459595},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16591516137123108},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14983531832695007},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09362843632698059},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09258604049682617},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2567574.2567616","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W14494740","https://openalex.org/W192101376","https://openalex.org/W193988059","https://openalex.org/W847236938","https://openalex.org/W1488542496","https://openalex.org/W1493665160","https://openalex.org/W1574716470","https://openalex.org/W1964130958","https://openalex.org/W2002495756","https://openalex.org/W2039666385","https://openalex.org/W2041552566","https://openalex.org/W2047173849","https://openalex.org/W2052944000","https://openalex.org/W2065302773","https://openalex.org/W2070635017","https://openalex.org/W2080811341","https://openalex.org/W2091469847","https://openalex.org/W2102447168","https://openalex.org/W2105292947","https://openalex.org/W2106760415","https://openalex.org/W2109605276","https://openalex.org/W2117766479","https://openalex.org/W2129977736","https://openalex.org/W2133347115","https://openalex.org/W2135671081","https://openalex.org/W2144498729","https://openalex.org/W2157324332","https://openalex.org/W2322980134","https://openalex.org/W2529498562","https://openalex.org/W2799555654","https://openalex.org/W2883350690","https://openalex.org/W2889034256","https://openalex.org/W2906882780","https://openalex.org/W3111655724","https://openalex.org/W3122121416","https://openalex.org/W3140748625","https://openalex.org/W6629648897"],"related_works":["https://openalex.org/W2912668742","https://openalex.org/W3133135863","https://openalex.org/W4253709724","https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2995766734","https://openalex.org/W2804624249"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"describe":[4],"a":[5,31,66,85,93,103],"process":[6],"of":[7,38,43,63,79,92],"constructing":[8],"proxy":[9],"variables":[10],"that":[11],"represent":[12],"adult":[13],"learners'":[14,71],"time":[15],"management":[16],"strategies":[17],"in":[18,59],"an":[19,41],"online":[20],"course.":[21],"Based":[22],"upon":[23],"previous":[24,60],"research,":[25,61],"three":[26],"values":[27],"were":[28],"selected":[29],"from":[30],"data":[32],"set.":[33],"According":[34],"to":[35,49,69,83],"the":[36,44,77,90,98],"result":[37],"empirical":[39],"validation,":[40],"(ir)regularity":[42],"learning":[45,55,64,81,99],"interval":[46],"was":[47],"proven":[48],"be":[50],"correlative":[51],"with":[52],"and":[53],"predict":[54],"performance.":[56],"As":[57],"indicated":[58],"regularity":[62],"is":[65],"strong":[67],"indicator":[68],"explain":[70],"consistent":[72],"endeavors.":[73],"This":[74],"study":[75],"demonstrates":[76],"possibility":[78],"using":[80],"analytics":[82,100],"address":[84],"learner's":[86],"specific":[87],"competence":[88],"on":[89],"basis":[91],"theoretical":[94],"background.":[95],"Implications":[96],"for":[97],"field":[101],"seeking":[102],"pedagogical":[104],"theory-driven":[105],"approach":[106],"are":[107],"discussed.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}