{"id":"https://openalex.org/W3184863888","doi":"https://doi.org/10.1504/ijids.2021.116507","title":"Quantitative class association rule-based approach to lecturer career promotion recommendation","display_name":"Quantitative class association rule-based approach to lecturer career promotion recommendation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184863888","doi":"https://doi.org/10.1504/ijids.2021.116507","mag":"3184863888"},"language":"en","primary_location":{"id":"doi:10.1504/ijids.2021.116507","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijids.2021.116507","pdf_url":null,"source":{"id":"https://openalex.org/S124192446","display_name":"International Journal of Information and Decision Sciences","issn_l":"1756-7017","issn":["1756-7017","1756-7025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Decision Sciences","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/A5085020202","display_name":"Tubagus Mohammad Akhriza","orcid":"https://orcid.org/0000-0002-6674-1704"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tubagus Mohammad Akhriza","raw_affiliation_strings":["Pradnya Paramita School of Informatics Management and Computer (STMIK Pradnya Paramita), Malang, East Java, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pradnya Paramita School of Informatics Management and Computer (STMIK Pradnya Paramita), Malang, East Java, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012139612","display_name":"Indah Dwi Mumpuni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Indah Dwi Mumpuni","raw_affiliation_strings":["Pradnya Paramita School of Informatics Management and Computer (STMIK Pradnya Paramita), Malang, East Java, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pradnya Paramita School of Informatics Management and Computer (STMIK Pradnya Paramita), Malang, East Java, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8535,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79215655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"13","issue":"2","first_page":"192","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9434000253677368,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.9434000253677368,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.9140999913215637,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.6768088936805725},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6471941471099854},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6260073781013489},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4665778577327728},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4642736315727234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40604591369628906},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.352367639541626},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3267766535282135},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.29282671213150024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1767018437385559},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12698271870613098},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10775840282440186}],"concepts":[{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.6768088936805725},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6471941471099854},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6260073781013489},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4665778577327728},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4642736315727234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40604591369628906},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.352367639541626},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3267766535282135},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29282671213150024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1767018437385559},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12698271870613098},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10775840282440186},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1504/ijids.2021.116507","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijids.2021.116507","pdf_url":null,"source":{"id":"https://openalex.org/S124192446","display_name":"International Journal of Information and Decision Sciences","issn_l":"1756-7017","issn":["1756-7017","1756-7025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Decision Sciences","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ids:ijidsc:v:13:y:2021:i:2:p:192-217","is_oa":false,"landing_page_url":"http://www.inderscience.com/link.php?id=116507","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W3012205960","https://openalex.org/W2079402849","https://openalex.org/W2359717995","https://openalex.org/W2392697706","https://openalex.org/W366033468"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"an":[3,16,19,128],"effective":[4],"method":[5,89],"for":[6,11,42],"recommendation":[7,141],"of":[8,49,52,76,118],"career":[9,26,36,73,102,126],"promotion":[10],"educators":[12,65,121],"in":[13,23,68,143],"universities.":[14],"Given":[15],"educator":[17,44,101],"with":[18],"activity":[20],"profile":[21],"currently":[22],"a":[24,95,125,137],"certain":[25],"state,":[27],"the":[28,34,43,47,64,72,84,116],"system":[29,56,142],"is":[30,39],"able":[31],"to":[32,70,94,115],"recommend":[33],"next":[35],"state":[37],"that":[38,63,90,111,130],"most":[40],"suitable":[41],"by":[45],"learning":[46],"pattern":[48],"historical":[50],"activities":[51,59,77,93],"other":[53],"educators.":[54],"The":[55,98],"also":[57],"recommends":[58],"and":[60,78],"their":[61,79],"volume":[62,80],"should":[66],"take":[67],"order":[69],"achieve":[71],"state.":[74],"Patterns":[75],"were":[81,112],"obtained":[82],"using":[83,100],"quantitative":[85],"class-association":[86],"rule":[87],"mining":[88],"classifies":[91],"quantified":[92],"next-state":[96],"class.":[97],"experiment":[99],"data":[103],"taken":[104],"from":[105],"Indonesian":[106],"universities":[107],"produced":[108],"several":[109],"recommendations":[110],"somewhat":[113],"contrary":[114],"opinions":[117],"experts":[119],"about":[120],"who":[122],"can":[123],"make":[124],"leap,":[127],"indication":[129],"expert":[131],"subjectivity":[132],"was":[133],"more":[134,139],"dominant":[135],"than":[136],"statistically":[138],"reliable":[140],"making":[144],"decisions.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
