{"id":"https://openalex.org/W4312972700","doi":"https://doi.org/10.37365/jti.v8i1.131","title":"IMPLEMENTASI METODE DATA MINING K-MEANS CLUSTERING TERHADAP DATA PEMBAYARAN TRANSAKSI MENGGUNAKAN BAHASA PEMROGRAMAN PYTHON PADA CV DIGITAL DIMENSI","display_name":"IMPLEMENTASI METODE DATA MINING K-MEANS CLUSTERING TERHADAP DATA PEMBAYARAN TRANSAKSI MENGGUNAKAN BAHASA PEMROGRAMAN PYTHON PADA CV DIGITAL DIMENSI","publication_year":2022,"publication_date":"2022-06-30","ids":{"openalex":"https://openalex.org/W4312972700","doi":"https://doi.org/10.37365/jti.v8i1.131"},"language":"en","primary_location":{"id":"doi:10.37365/jti.v8i1.131","doi":"https://doi.org/10.37365/jti.v8i1.131","is_oa":true,"landing_page_url":"https://doi.org/10.37365/jti.v8i1.131","pdf_url":"https://jurnal.kampuswiduri.ac.id/index.php/infoteh/article/download/131/111","source":{"id":"https://openalex.org/S4210189697","display_name":"Infotech Journal of Technology Information","issn_l":"2460-2108","issn":["2460-2108","2620-5181"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314895","host_organization_name":"Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)","host_organization_lineage":["https://openalex.org/P4310314895"],"host_organization_lineage_names":["Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech: Journal of Technology Information","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jurnal.kampuswiduri.ac.id/index.php/infoteh/article/download/131/111","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041761431","display_name":"Dodi Alexsander Manalu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405275536","display_name":"STMIK Widuri","ror":"https://ror.org/03s36aa97","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405275536"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dodi Alexsander Manalu","raw_affiliation_strings":["STMIK Widuri Jakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMIK Widuri Jakarta","institution_ids":["https://openalex.org/I4405275536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018957527","display_name":"Goldie Gunadi","orcid":"https://orcid.org/0009-0009-2687-4391","observed_orcids":["https://orcid.org/0009-0009-2687-4391"]},"institutions":[{"id":"https://openalex.org/I4405275536","display_name":"STMIK Widuri","ror":"https://ror.org/03s36aa97","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405275536"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Goldie Gunadi","raw_affiliation_strings":["STMIK WIDURI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMIK WIDURI","institution_ids":["https://openalex.org/I4405275536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405275536"],"apc_list":null,"apc_paid":null,"fwci":4.5011,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94498009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"43","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9994999766349792,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9994999766349792,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.0003000000142492354,"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"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/k-means-clustering","display_name":"K-means clustering","score":0.8809999823570251},{"id":"https://openalex.org/keywords/sales-transactions","display_name":"sales transaction data","score":0.8659999966621399},{"id":"https://openalex.org/keywords/customer-segmentation","display_name":"customer segmentation","score":0.7559999823570251},{"id":"https://openalex.org/keywords/printing-company","display_name":"printing company","score":0.746999979019165},{"id":"https://openalex.org/keywords/business-strategy","display_name":"business strategy","score":0.8939999938011169},{"id":"https://openalex.org/keywords/cluster-visualization","display_name":"cluster visualization","score":0.593999981880188},{"id":"https://openalex.org/keywords/scikit-learn","display_name":"scikit-learn","score":0.7379999756813049}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6712210178375244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517770290374756},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6469426155090332},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.6351108551025391},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.6145758628845215},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5243608951568604},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4195711016654968},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3622279763221741},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18079745769500732},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.37365/jti.v8i1.131","doi":"https://doi.org/10.37365/jti.v8i1.131","is_oa":true,"landing_page_url":"https://doi.org/10.37365/jti.v8i1.131","pdf_url":"https://jurnal.kampuswiduri.ac.id/index.php/infoteh/article/download/131/111","source":{"id":"https://openalex.org/S4210189697","display_name":"Infotech Journal of Technology Information","issn_l":"2460-2108","issn":["2460-2108","2620-5181"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314895","host_organization_name":"Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)","host_organization_lineage":["https://openalex.org/P4310314895"],"host_organization_lineage_names":["Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech: Journal of Technology Information","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.37365/jti.v8i1.131","doi":"https://doi.org/10.37365/jti.v8i1.131","is_oa":true,"landing_page_url":"https://doi.org/10.37365/jti.v8i1.131","pdf_url":"https://jurnal.kampuswiduri.ac.id/index.php/infoteh/article/download/131/111","source":{"id":"https://openalex.org/S4210189697","display_name":"Infotech Journal of Technology Information","issn_l":"2460-2108","issn":["2460-2108","2620-5181"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314895","host_organization_name":"Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)","host_organization_lineage":["https://openalex.org/P4310314895"],"host_organization_lineage_names":["Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech: Journal of Technology Information","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/W4312972700.pdf","grobid_xml":"https://content.openalex.org/works/W4312972700.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2934869655","https://openalex.org/W3048908591"],"related_works":["https://openalex.org/W6997083104","https://openalex.org/W4311046486","https://openalex.org/W4320070503","https://openalex.org/W4366548949","https://openalex.org/W7223452596","https://openalex.org/W4399552546","https://openalex.org/W2986315662","https://openalex.org/W4410797166","https://openalex.org/W7014485878","https://openalex.org/W4378232824"],"abstract_inverted_index":{"CV":[0,145],"Digital":[1,146],"Dimensi":[2,147],"is":[3,12,77,91,103,132],"a":[4,13,104,185],"company":[5,33],"engaged":[6],"in":[7,20,65,152,172,187],"the":[8,16,32,67,72,83,97,114,119,123,135,150,153,159,189],"printing":[9],"sector,":[10],"which":[11],"subsidiary":[14],"of":[15,74,116,129,155,168],"XG":[17],"Group":[18],"located":[19],"Jakarta.":[21],"In":[22],"order":[23],"to":[24,27,45,79,86,108,133,139],"be":[25,182],"able":[26],"compete":[28],"with":[29,49],"other":[30],"companies,":[31],"does":[34],"not":[35,58],"only":[36],"focus":[37],"on":[38,144],"products":[39],"and":[40,81,94,121,148,163,180],"services":[41],"but":[42],"also":[43],"efforts":[44],"build":[46],"personal":[47],"relationships":[48],"customers.":[50],"Existing":[51],"payment":[52],"transaction":[53,142,175],"data":[54,75,85,105,110,143,176],"so":[55],"far":[56],"have":[57],"been":[59],"utilized":[60],"as":[61,63,184],"much":[62],"possible":[64],"determining":[66,188],"company's":[68,190],"business":[69,191],"strategy,":[70],"therefore":[71],"implementation":[73],"mining":[76,106],"necessary":[78],"analyze":[80],"explore":[82],"available":[84],"find":[87],"new":[88],"information":[89],"that":[90],"more":[92],"valuable":[93],"useful":[95],"for":[96],"company.":[98],"The":[99,127,166],"K-Means":[100,136],"Clustering":[101,137],"method":[102,138],"technique":[107],"obtain":[109],"groups":[111],"by":[112],"maximizing":[113,122],"similarity":[115],"characteristics":[117],"within":[118],"cluster":[120],"differences":[124],"between":[125],"clusters.":[126],"purpose":[128],"this":[130,169],"study":[131,170],"apply":[134],"group":[140],"sales":[141,174],"display":[149],"results":[151,167],"form":[154],"visual":[156],"graphics":[157],"using":[158],"Python":[160],"programming":[161],"language":[162],"Scikit-Learn":[164],"library.":[165],"succeeded":[171],"classifying":[173],"into":[177],"five":[178],"clusters":[179],"can":[181],"used":[183],"reference":[186],"strategy.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-01-05T00:00:00"}