{"id":"https://openalex.org/W3036124657","doi":"https://doi.org/10.22146/ijccs.51747","title":"Determination of Temporal Association Rules Pattern Using Apriori Algorithm","display_name":"Determination of Temporal Association Rules Pattern Using Apriori Algorithm","publication_year":2020,"publication_date":"2020-04-30","ids":{"openalex":"https://openalex.org/W3036124657","doi":"https://doi.org/10.22146/ijccs.51747","mag":"3036124657"},"language":"en","primary_location":{"id":"doi:10.22146/ijccs.51747","doi":"https://doi.org/10.22146/ijccs.51747","is_oa":true,"landing_page_url":"https://doi.org/10.22146/ijccs.51747","pdf_url":"https://jurnal.ugm.ac.id/ijccs/article/download/51747/27883","source":{"id":"https://openalex.org/S4210200964","display_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","issn_l":"1978-1520","issn":["1978-1520","2460-7258"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314959","host_organization_name":"Gadjah Mada University","host_organization_lineage":["https://openalex.org/P4310314959"],"host_organization_lineage_names":["Gadjah Mada University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jurnal.ugm.ac.id/ijccs/article/download/51747/27883","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086704601","display_name":"Shona Chayy Bilqisth","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"education","lineage":["https://openalex.org/I165230279"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Shona Chayy Bilqisth","raw_affiliation_strings":["Master Program of Computer Science, FMIPA UGM, Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Master Program of Computer Science, FMIPA UGM, Yogyakarta","institution_ids":["https://openalex.org/I165230279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072284220","display_name":"Khabib Mustofa","orcid":"https://orcid.org/0000-0002-8659-8677","observed_orcids":["https://orcid.org/0000-0002-8659-8677"]},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"education","lineage":["https://openalex.org/I165230279"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Khabib Mustofa","raw_affiliation_strings":["Department of Computer Science and Electronics, FMIPA UGM, Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electronics, FMIPA UGM, Yogyakarta","institution_ids":["https://openalex.org/I165230279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086704601"],"corresponding_institution_ids":["https://openalex.org/I165230279"],"apc_list":{"value":200000,"currency":"IDR","value_usd":13},"apc_paid":{"value":200000,"currency":"IDR","value_usd":13},"fwci":1.176,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8505316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"2","first_page":"159","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9932000041007996,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9932000041007996,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.006899999920278788,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/temporal-association-rules","display_name":"temporal association rules","score":0.9879999756813049},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.9850000143051147},{"id":"https://openalex.org/keywords/frequent-itemsets","display_name":"frequent itemsets","score":0.8270000219345093},{"id":"https://openalex.org/keywords/support-and-confidence","display_name":"support and confidence","score":0.8650000095367432},{"id":"https://openalex.org/keywords/business-planning","display_name":"business planning","score":0.4480000138282776},{"id":"https://openalex.org/keywords/transaction-data-mining","display_name":"transaction data mining","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.958709716796875},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.9456976652145386},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.8089796304702759},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.7815667390823364},{"id":"https://openalex.org/C23906176","wikidata":"https://www.wikidata.org/wiki/Q727515","display_name":"Affinity analysis","level":3,"score":0.7562168836593628},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7071523666381836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.694530725479126},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.615347683429718},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6096396446228027},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5621861219406128},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4436366856098175},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4372548460960388},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22878319025039673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11022627353668213},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07657608389854431},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.22146/ijccs.51747","doi":"https://doi.org/10.22146/ijccs.51747","is_oa":true,"landing_page_url":"https://doi.org/10.22146/ijccs.51747","pdf_url":"https://jurnal.ugm.ac.id/ijccs/article/download/51747/27883","source":{"id":"https://openalex.org/S4210200964","display_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","issn_l":"1978-1520","issn":["1978-1520","2460-7258"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314959","host_organization_name":"Gadjah Mada University","host_organization_lineage":["https://openalex.org/P4310314959"],"host_organization_lineage_names":["Gadjah Mada University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","raw_type":"journal-article"},{"id":"pmh:oai:journal.ugm.ac.id:article/51747","doi":null,"is_oa":true,"landing_page_url":"https://journal.ugm.ac.id/ijccs/article/view/51747","pdf_url":"https://pdfs.semanticscholar.org/9135/4235119ad862d3c69de94b0ca79924427ed0.pdf","source":{"id":"https://openalex.org/S4210200964","display_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","issn_l":"1978-1520","issn":["1978-1520","2460-7258"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314959","host_organization_name":"Gadjah Mada University","host_organization_lineage":["https://openalex.org/P4310314959"],"host_organization_lineage_names":["Gadjah Mada University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1978-1520","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:28a7746097b846f1b2f7b02eb8bfa978","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/28a7746097b846f1b2f7b02eb8bfa978","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems), Vol 14, Iss 2, Pp 159-168 (2020)","raw_type":"article"},{"id":"pmh:oai:jurnal.ugm.ac.id:article/51747","doi":null,"is_oa":true,"landing_page_url":"https://jurnal.ugm.ac.id/ijccs/article/view/51747","pdf_url":null,"source":{"id":"https://openalex.org/S4306401517","display_name":"Jurnal Perlindungan Tanaman Indonesia (Universitas Gadjah Mada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I165230279","host_organization_name":"Universitas Gadjah Mada","host_organization_lineage":["https://openalex.org/I165230279"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems); Vol 14, No 2 (2020): April; 159-168","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.22146/ijccs.51747","doi":"https://doi.org/10.22146/ijccs.51747","is_oa":true,"landing_page_url":"https://doi.org/10.22146/ijccs.51747","pdf_url":"https://jurnal.ugm.ac.id/ijccs/article/download/51747/27883","source":{"id":"https://openalex.org/S4210200964","display_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","issn_l":"1978-1520","issn":["1978-1520","2460-7258"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314959","host_organization_name":"Gadjah Mada University","host_organization_lineage":["https://openalex.org/P4310314959"],"host_organization_lineage_names":["Gadjah Mada University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IJCCS (Indonesian Journal of Computing and Cybernetics Systems)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3036124657.pdf","grobid_xml":"https://content.openalex.org/works/W3036124657.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1673075472","https://openalex.org/W2057439484","https://openalex.org/W2345534597","https://openalex.org/W2520720397","https://openalex.org/W2892254096","https://openalex.org/W2925167458"],"related_works":["https://openalex.org/W2520720397","https://openalex.org/W2353268189","https://openalex.org/W2356873318","https://openalex.org/W1967430507","https://openalex.org/W4235504341","https://openalex.org/W2497426327","https://openalex.org/W2944378613","https://openalex.org/W2374684570","https://openalex.org/W2187391864","https://openalex.org/W6893709428"],"abstract_inverted_index":{"A":[0],"supermarket":[1],"must":[2],"have":[3],"good":[4],"business":[5,191],"plan":[6,192],"in":[7,57,72,127,170,195],"order":[8],"to":[9,19,24,43,69,82,90,140,150],"meet":[10,20,96],"customer":[11,21],"desires.":[12],"One":[13],"way":[14],"that":[15,102,167,184],"can":[16,79,187],"be":[17,80,188],"done":[18],"desires":[22],"is":[23,61,88,107,122,148],"find":[25,70,83,91],"out":[26],"the":[27,44,47,64,97,104,111,129,185],"pattern":[28],"of":[29,46,51,63,74,118,131,158],"shopping":[30],"purchases":[31],"resulting":[32],"from":[33,143],"processing":[34,39],"sales":[35],"transaction":[36,75,144],"data.":[37,76],"Data":[38],"produces":[40],"information":[41],"related":[42],"function":[45,117],"association":[48,84,113,120,135,153],"between":[49],"items":[50],"goods":[52],"temporarily.":[53],"Association":[54],"rules":[55,114,121,142,166,186],"functions":[56],"data":[58,65],"mining.Association":[59],"rule":[60],"one":[62],"mining":[66],"techniques":[67],"used":[68,81,89,149,189],"patterns":[71],"combination":[73],"Apriori":[77,86],"algorithm":[78,87,147],"rules.":[85,136,154],"frequent":[92,132],"itemset":[93,101],"candidates":[94],"who":[95],"support":[98,105,180],"count.":[99],"Frequent":[100],"meets":[103],"count":[106],"then":[108],"processed":[109],"using":[110],"temporal":[112,119,152],"method.":[115],"The":[116,155],"as":[123],"a":[124],"time":[125,175],"limitation":[126,178],"displaying":[128],"results":[130,157],"itemsets":[133],"and":[134,181],"This":[137],"study":[138],"aims":[139],"produce":[141],"data,":[145],"apriori":[146],"form":[151],"final":[156],"this":[159],"research":[160],"are":[161,165],"strong":[162],"rules,":[163],"they":[164],"always":[168],"appear":[169],"3":[171],"years":[172],"at":[173],"certain":[174],"intervals":[176],"with":[177],"on":[179],"confidence,":[182],"so":[183],"for":[190],"layout":[193],"recommendations":[194],"Maharani":[196],"Supermarket":[197],"Demak.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2020-06-25T00:00:00"}