{"id":"https://openalex.org/W4221123705","doi":"https://doi.org/10.23919/icact53585.2022.9728903","title":"Process Mining on Learning Activities in a Learning Management System","display_name":"Process Mining on Learning Activities in a Learning Management System","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4221123705","doi":"https://doi.org/10.23919/icact53585.2022.9728903"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728903","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728903","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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/A5042204140","display_name":"Gede Agung Ary Wisudiawan","orcid":null},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Gede Agung Ary Wisudiawan","raw_affiliation_strings":["Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung,School of Computing,West Java,Indonesia","School of Computing, Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung, West Java, Indonesia"],"affiliations":[{"raw_affiliation_string":"Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung,School of Computing,West Java,Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Computing, Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung, West Java, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068211548","display_name":"Angelina Prima Kurniati","orcid":"https://orcid.org/0000-0002-4747-1067"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Angelina Prima Kurniati","raw_affiliation_strings":["Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung,School of Computing,West Java,Indonesia","School of Computing, Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung, West Java, Indonesia"],"affiliations":[{"raw_affiliation_string":"Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung,School of Computing,West Java,Indonesia","institution_ids":["https://openalex.org/I862893732"]},{"raw_affiliation_string":"School of Computing, Telkom University, Jalan Telkomunikasi Terusan Buah Batu Bandung, West Java, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042204140"],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":null,"apc_paid":null,"fwci":0.835,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63886063,"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":"476","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.7901602387428284},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6564270853996277},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6182349920272827},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.569178581237793},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5162684917449951},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.479647696018219},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.46622776985168457},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4370558559894562},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.43450793623924255},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.33166366815567017},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.29823923110961914},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.28749287128448486},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.23791691660881042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21448615193367004},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.21414732933044434},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18400049209594727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1791086494922638},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.16442826390266418},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.1563785970211029}],"concepts":[{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.7901602387428284},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6564270853996277},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6182349920272827},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.569178581237793},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5162684917449951},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.479647696018219},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.46622776985168457},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4370558559894562},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.43450793623924255},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.33166366815567017},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.29823923110961914},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.28749287128448486},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.23791691660881042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21448615193367004},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.21414732933044434},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18400049209594727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1791086494922638},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.16442826390266418},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.1563785970211029},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728903","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728903","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5799999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W164909438","https://openalex.org/W1497007062","https://openalex.org/W2091155742","https://openalex.org/W2183029067","https://openalex.org/W2524961085","https://openalex.org/W2563529195","https://openalex.org/W2763107848","https://openalex.org/W3037716082","https://openalex.org/W3113601901","https://openalex.org/W3157429646","https://openalex.org/W3206251303","https://openalex.org/W6606672380","https://openalex.org/W6629677911","https://openalex.org/W6801757915","https://openalex.org/W7061559503"],"related_works":["https://openalex.org/W2912630447","https://openalex.org/W2098378049","https://openalex.org/W2040988978","https://openalex.org/W2183624479","https://openalex.org/W2188406770","https://openalex.org/W1875028891","https://openalex.org/W2001663453","https://openalex.org/W2963630606","https://openalex.org/W2968510402","https://openalex.org/W2015283166"],"abstract_inverted_index":{"A":[0],"learning":[1,14,25,70,79,88,113,121,140,155,181],"management":[2,10,26,122],"system":[3,6,27],"is":[4,62,87],"a":[5,66],"that":[7,51,142],"supports":[8],"the":[9,35,48,73,78,90,95,103,112,120,128,131,135,152,165,171,176,184,190],"of":[11,72,98,102,111,130,137,168,178,187],"teaching":[12],"and":[13,54,75,115,139,145,150,157,162,175,180],"activities":[15,56,138,156,179],"in":[16,57,84,89,170,189],"an":[17,42],"educational":[18],"institution.":[19],"Telkom":[20],"University":[21],"has":[22],"its":[23],"own":[24],"called":[28],"CeLOE":[29,49],"which":[30],"was":[31],"developed":[32],"based":[33],"on":[34],"open-source":[36],"Moodle":[37],"application.":[38],"This":[39],"study":[40,83,91,172,191],"analyses":[41],"event":[43,60],"log,":[44],"automatically":[45],"generated":[46],"by":[47,148,160],"LMS,":[50],"records":[52],"student":[53],"lecturer":[55],"learning.":[58],"The":[59,81,100,124],"log":[61],"mined":[63],"to":[64,108],"obtain":[65],"process":[67,114,132],"model":[68,133],"representing":[69],"behaviours":[71],"lecturers":[74,163],"students":[76,149,161],"during":[77,94,164,183],"process.":[80],"case":[82],"this":[85],"research":[86],"program":[92,173,192],"365":[93],"first":[96,166,185],"semester":[97,167,186],"2020/2021.":[99],"results":[101],"analysis":[104,129],"obtained":[105,126],"are":[106,143],"expected":[107],"increase":[109],"understanding":[110],"produce":[116],"recommendations":[117],"for":[118],"improving":[119],"system.":[123],"conclusions":[125],"from":[127],"include":[134],"identification":[136],"content":[141],"used":[144],"carried":[146],"out":[147],"lecturers,":[151],"most":[153],"frequent":[154],"resources":[158,182],"done":[159],"2020/2021":[169,188],"365,":[174],"gap":[177],"365.":[193]},"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"}