{"id":"https://openalex.org/W4402006174","doi":"https://doi.org/10.30743/infotekjar.v8i1.9644","title":"Prediksi Penyakit Kencing Manis (Diabetes Mellitus) Menggunakan Algoritma Klasifikasi Voting Feature Intervals 5","display_name":"Prediksi Penyakit Kencing Manis (Diabetes Mellitus) Menggunakan Algoritma Klasifikasi Voting Feature Intervals 5","publication_year":2024,"publication_date":"2024-08-26","ids":{"openalex":"https://openalex.org/W4402006174","doi":"https://doi.org/10.30743/infotekjar.v8i1.9644"},"language":"id","primary_location":{"id":"doi:10.30743/infotekjar.v8i1.9644","doi":"https://doi.org/10.30743/infotekjar.v8i1.9644","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30743/infotekjar.v8i1.9644","pdf_url":"https://jurnal.uisu.ac.id/index.php/infotekjar/article/download/9644/pdf","source":{"id":"https://openalex.org/S4210220519","display_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","issn_l":"2540-7597","issn":["2540-7597","2540-7600"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315311","host_organization_name":"Islamic University of North Sumatra","host_organization_lineage":["https://openalex.org/P4310315311"],"host_organization_lineage_names":["Islamic University of North Sumatra"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","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.uisu.ac.id/index.php/infotekjar/article/download/9644/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082426588","display_name":"Eka Hayana Hasibuan","orcid":"https://orcid.org/0009-0005-8470-210X","observed_orcids":["https://orcid.org/0009-0005-8470-210X"]},"institutions":[{"id":"https://openalex.org/I254887060","display_name":"Universitas Sumatera Utara","ror":"https://ror.org/01kknrc90","country_code":"ID","type":"education","lineage":["https://openalex.org/I254887060"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Eka Hayana Hasibuan","raw_affiliation_strings":["Universitas Sumatera Utara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Sumatera Utara","institution_ids":["https://openalex.org/I254887060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082426588"],"corresponding_institution_ids":["https://openalex.org/I254887060"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.003700000001117587,"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/T11140","display_name":"Natural Antidiabetic Agents Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"diabetes mellitus","score":0.9480000138282776},{"id":"https://openalex.org/keywords/dyspepsia","display_name":"dyspepsia","score":0.8730000257492065},{"id":"https://openalex.org/keywords/disease-prediction","display_name":"disease prediction","score":0.8550000190734863},{"id":"https://openalex.org/keywords/symptom-based-diagnosis","display_name":"symptom-based diagnosis","score":0.6769999861717224},{"id":"https://openalex.org/keywords/blood-glucose","display_name":"blood glucose","score":0.33000001311302185}],"concepts":[{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.6133925914764404},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.5609092712402344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5091332793235779},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.36969345808029175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.30743/infotekjar.v8i1.9644","doi":"https://doi.org/10.30743/infotekjar.v8i1.9644","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30743/infotekjar.v8i1.9644","pdf_url":"https://jurnal.uisu.ac.id/index.php/infotekjar/article/download/9644/pdf","source":{"id":"https://openalex.org/S4210220519","display_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","issn_l":"2540-7597","issn":["2540-7597","2540-7600"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315311","host_organization_name":"Islamic University of North Sumatra","host_organization_lineage":["https://openalex.org/P4310315311"],"host_organization_lineage_names":["Islamic University of North Sumatra"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","raw_type":"journal-article"},{"id":"pmh:oai:jurnal.uisu.ac.id:article/9644","doi":null,"is_oa":true,"landing_page_url":"https://jurnal.uisu.ac.id/index.php/infotekjar/article/view/9644","pdf_url":null,"source":{"id":"https://openalex.org/S4210220519","display_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","issn_l":"2540-7597","issn":["2540-7597","2540-7600"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315311","host_organization_name":"Islamic University of North Sumatra","host_organization_lineage":["https://openalex.org/P4310315311"],"host_organization_lineage_names":["Islamic University of North Sumatra"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.30743/infotekjar.v8i1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.30743/infotekjar.v8i1.9644","doi":"https://doi.org/10.30743/infotekjar.v8i1.9644","is_oa":true,"landing_page_url":"http://dx.doi.org/10.30743/infotekjar.v8i1.9644","pdf_url":"https://jurnal.uisu.ac.id/index.php/infotekjar/article/download/9644/pdf","source":{"id":"https://openalex.org/S4210220519","display_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","issn_l":"2540-7597","issn":["2540-7597","2540-7600"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315311","host_organization_name":"Islamic University of North Sumatra","host_organization_lineage":["https://openalex.org/P4310315311"],"host_organization_lineage_names":["Islamic University of North Sumatra"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402006174.pdf","grobid_xml":"https://content.openalex.org/works/W4402006174.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W1932571505","https://openalex.org/W2078311664","https://openalex.org/W2108185286"],"related_works":["https://openalex.org/W3097567285","https://openalex.org/W2095823377","https://openalex.org/W4414213301","https://openalex.org/W2201412617","https://openalex.org/W3142099431","https://openalex.org/W4397020755","https://openalex.org/W4312381520","https://openalex.org/W4387244224","https://openalex.org/W2885631123","https://openalex.org/W4402343705"],"abstract_inverted_index":{"Penyakit":[0],"Diabetes":[1],"Mellitus":[2],"(DM)":[3],"merupakan":[4],"penyakit":[5,59,82,120,136],"berbahaya":[6],"yang":[7,72,97,126],"menjadi":[8],"penyebab":[9],"kematian":[10],"terbesar":[11],"keempat":[12],"di":[13],"dunia.":[14],"Penyandang":[15],"DM":[16,75,121],"terus":[17],"meningkat":[18,53],"sekitar":[19],"7":[20],"juta":[21],"jiwa":[22],"setiap":[23],"tahun.":[24],"Peningkatan":[25],"tersebut":[26,47,137],"disebabkan":[27],"oleh":[28],"perubahan":[29],"pola":[30],"hidup":[31],"sehari-hari":[32],"seperti":[33],"kurangnya":[34],"aktivitas,":[35],"kebiasaan":[36,46],"mengkonsumsi":[37],"makanan":[38],"tinggi":[39],"lemak,":[40],"karbohidrat":[41],"dan":[42,63,122],"faktor":[43],"keturunan.":[44],"Akibat":[45],"menyebabkan":[48],"kadar":[49],"gula":[50],"dalam":[51],"darah":[52],"sehingga":[54,76,128],"menimbulkan":[55],"komplikasi":[56],"diantaranya":[57],"adalah":[58],"jantung,":[60],"ginjal,":[61],"hati,":[62],"gangguan":[64],"pada":[65,77,90,114],"pencernaan":[66],"yaitu":[67],"dyspepsia.Penyakit":[68],"dyspepsia":[69,123],"memiliki":[70,124],"gejala":[71,125],"mirip":[73],"dengan":[74,99,108],"penelitian":[78],"ini":[79],"dijadikan":[80],"sebagai":[81],"untuk":[83,133],"diagnose":[84],"pembanding.":[85],"Penerapan":[86],"algoritme":[87,115],"VFI":[88],"5":[89,117],"data":[91],"pasien":[92],"mampu":[93],"memberikan":[94],"hasil":[95],"prediksi":[96],"baik":[98],"menghasilkan":[100],"akurasi":[101],"rata-rata":[102],"90%":[103],"dilakukan":[104],"berdasarkan":[105],"validasi":[106],"silang":[107],"3-fold.":[109],"Hasil":[110],"dari":[111],"selang":[112],"pelatihan":[113],"VFI5":[116],"menyatakan":[118],"bahwa":[119],"mirip,":[127],"bagi":[129],"orang":[130],"awam":[131],"sulit":[132],"membedakan":[134],"kedua":[135],"tanpa":[138],"melakukan":[139],"uji":[140],"laboratorium.":[141]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2024-08-30T00:00:00"}
