Penerapan data mining dengan metode naïve bayes untuk memprediksi calon terjamin potensial
Abstract
Now this credit guarantee business in Indonesia is growing, it is because the high public interest in doing credit. PT XYZ is one of the state-owned company engaged in the Credit Guarantee in Indonesia. Constraints currently faced by the PT XYZ is the absence of a system that can help predict potential candidate criteria guaranteed. Given these predictions, helping the company took the decision to provide a guarantee to secure potential candidates. Data mining is a new and useful technologies to help companies find the most important information from enterprise data warehouses that were previously considered useless. This data is processed by the method of classification is further analyzed using Naive Bayes. This analysis using UML (Unified Modeling Language) as tools. The expected outcome of this research is the analysis of the proposed system that can help companies to make decisions underwriting.
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References
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[19] Anis Rohmadi, Verdi Yasin (2020) DESAIN DAN PENERAPAN WEBSITE TATA KELOLA PERCETAKAN PADA CV APICDESIGN KREASINDO JAKARTA DENGAN METODE PROTOTYPING, “Journal of Information System, Informatics and Computing”. E-ISSN: 2597-3673 (Online), P-ISSN: 2579-5201 (Print) Vol. 4 No.1, June 22, 2020. Pp.70-85. http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/210
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[21] Ito Riris Immasari, Verdi Yasin (2019) PENGGUNAAN METODE ANALYTIC HIERARCHY PROCESS UNTUK MENGANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PEMILIHAN CALON LEGISLATIF DI DPRD II KOTA TANGERANG. “JISICOM (Journal of Information System, Informatics, and Computing)”, E-ISSN: 2597-3673 (Online) , P-ISSN: 2579-5201 (Print), Vol. 3 No.2, (10 Desember 2019), Page 53-58 URL Published : http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/139
[2] KEPDIR No. 50-DIR-XII 2005 Sisdur Penjaminan Kredit Jamkrido
[3] Turban, E. 2005. Decision Support Systems and Intelligent Systems Edisi Bahasa Indonesia Jilid 1. Penerbit Andi. Yogyakarta.
[4] Rakhmadi, Rezki S. 2019. Konsep dan Penerapan Sistem Jaminan Pada Lembaga Keuangan Syariah. Madani Syari’ah , Vol.2 : 1-16.
[5] Susanto, Sani dan Suryadi, Dedy. 2010. Pengantar Data Mining: Menggali Pengetahuan dari Bongkahan Data. Penerbit Andi. Yogyakarta.
[6] Bustami. Penerapan Algoritma Naïve Bayes untuk Mengklasifikasi Data Nasabah Asuransi. TECHSI : Jurnal Penelitian Teknik Informatika.
[7] Arikunto, S. 2010. Prosedur Penelitian Suatu Pendekatan Praktek. Rineka Cipta. Jakarta. Penerapan Algoritma Naïve Bayes untuk Mengklasifikasi Data Nasabah Asuransi. TECHSI : Jurnal Penelitian Teknik Informatika.
[8] Muhammad Hendriawan, Thomas Budiman, Verdi Yasin, Asih Septia Rini (2021) PENGEMBANGAN APLIKASI E-COMMERCE DI PT. PUTRA SUMBER ABADI MENGGUNAKAN FLUTTER, “JISICOM (Journal of Information System, Informatics, and Computing)”, E-ISSN: 2597-3673 (Online) , P-ISSN: 2579-5201 (Print), Vol. 4, No.1, ( 20 Juni 2021), Page 69-88, DOI: https://doi.org/10.52362/jisicom.v5i1.371 URL Published : http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/371
[9] Kemas Hasyim Azhari, Thomas Budiman, Rachmawaty Haroen, Verdi Yasin (2021) ANALISIS DAN RANCANGAN MANAJEMEN PROSES BISNIS UNTUK LAYANAN PELANGGAN DI PT. PGAS TELEKOMUNIKASI NUSANTARA, “JISICOM (Journal of Information System, Informatics, and Computing)”, E-ISSN: 2597-3673 (Online) , P-ISSN: 2579-5201 (Print), Vol. 4, No.1, ( 20 Juni 2021), Page 48-68, DOI: https://doi.org/10.52362/jisicom.v5i1.381 URL Published : http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/381
[10] Adi Mardian, Thomas Budiman, Rachmawaty Haroen; Verdi Yasin (2021), Perancangan Aplikasi Pemantauan Kinerja Karyawan Berbasis Android di PT. Salestrade Corp. Indonesia, “Jurnal Manajemen Informatika Jayakarta”, E-ISSN : 2797-0930 (Online), P-ISSN : 2746-5985 (Print), Volume 1, Nomor 3,Juli 2021, halaman 169-185, DOI: 10.52362/jmijayakarta.v1i3.481 , URL Publikasi: http://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/view/481
[11] Nandang Mulyana, Agus Sulistyanto, Verdi Yasin (2021), PERANCANGAN SISTEM INFORMASI PENGELOLAAN ASET IT BERBASIS WEB PADA PT MANDIRI AXA GENERAL INSURANCE, “Jurnal Manajemen Informatika Jayakarta”, E-ISSN : 2797-0930 (Online), P-ISSN : 2746-5985 (Print), Volume 1, Nomor 3, Juli 2021, halaman 243-257, DOI: 10.52362/jmijayakarta.v1i3.498 , URL Publikasi: http://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/view/498
[12] Maulia Usnaini, Verdi Yasin, Anton Zulkarnain Sianipar (2021), PERANCANGAN SISTEM INFORMASI INVENTARISASI ASET BERBASIS WEB MENGGUNAKAN METODE WATERFALL, “Jurnal Manajemen Informatika Jayakarta”, E-ISSN : 2797-0930 (Online), P-ISSN : 2746-5985 (Print) Volume 1, Nomor 1,Februari 2021, halaman 36-55, DOI: 10.52362/jmijayakarta.v1i1.415, URL Publikasi: http://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/view/415
[13] Putri Setiani, Ifan Junaedi, Anton Zulkarnain Sianipar, Verdi Yasin (2021), PERANCANGAN SISTEM INFORMASI PELAYANAN PENDUDUK BERBASIS WEBSITE DI RW 010 KELURAHAN KEAGUNGAN KECAMATAN TAMANSARI - Jakarta Barat. “Jurnal Manajemen Informatika Jayakarta”, E-ISSN : 2797-0930 (Online), P-ISSN : 2746-5985 Print) Volume 1, Nomor 1,Februari 2021, halaman 20-35, DOI: 10.52362/jmijayakarta.v1i1.414 , URL Publikasi: http://journal.stmikjayakarta.ac.id/index.php/JMIJayakarta/article/view/414
[14] Benni Triyono, Sri Purwanti, Verdi Yasin (2017) REKAYASA PERANGKAT LUNAK SISTEM INFORMASI PENGIRIMAN DAN PENERIMAAN SURAT ATAU PAKET BERBASIS WEB (Studi Kasus : PT. Jaya Trade Indonesia), “Journal of Information System, Applied, Management, Accounting and Research”, e-ISSN: 2598-8719. p-ISSN: 2598-8700.Vol.1 No.1 (30 Desember 2017) p46-53 http://journal.stmikjayakarta.ac.id/index.php/jisamar/article/view/12
[15] Julinda Maya Paramudita, Verdi Yasin (2019) PERANCANGAN APLIKASI SISTEM PENYEWAAN ALAT BERAT (studi kasus: PT. Jaya Alam Sarana Jakarta) , “Journal of Information System, Applied, Management, Accounting and Research”, e-ISSN: 2598-8719. p-ISSN: 2598-8700.Vol.3 No.1 (20 Februari 2019) p23-29 http://journal.stmikjayakarta.ac.id/index.php/jisamar/article/view/73
[16] Muryan Awaludin, Verdi Yasin (2020) APPLICATION OF ORIENTED FAST AND ROTATED BRIEF (ORB) AND BRUTEFORCE HAMMING IN LIBRARY OPENCV FOR CLASSIFICATION OF PLANTS, “Journal of Information System, Applied, Management, Accounting and Research”, e-ISSN: 2598-8719. p-ISSN: 2598-8700.Vol.4 No.3 (14 Agustus 2020) p51-59 http://journal.stmikjayakarta.ac.id/index.php/jisamar/article/view/247
[17] Ifan Junaedi, Dimas Abdillah, Verdi Yasin (2020) ANALISIS PERANCANGAN DAN PEMBANGUNAN APLIKASI BUSINESS INTELLIGENCE PENERIMAAN NEGARA BUKAN PAJAK KEMENTERIAN KEUANGAN RI, “ Journal of Information System, Applied, Management, Accounting and Research”, e-ISSN: 2598-8719. p-ISSN: 2598-8700.Vol.4 No.3 (14 Agustus 2020) p88-101 http://journal.stmikjayakarta.ac.id/index.php/jisamar/article/view/249
[18] Verdi Yasin (2012) Rekayasa Perangkat Lunak Berorientasi Objek”. Jakarta: Mitra Wacana Media,
[19] Anis Rohmadi, Verdi Yasin (2020) DESAIN DAN PENERAPAN WEBSITE TATA KELOLA PERCETAKAN PADA CV APICDESIGN KREASINDO JAKARTA DENGAN METODE PROTOTYPING, “Journal of Information System, Informatics and Computing”. E-ISSN: 2597-3673 (Online), P-ISSN: 2579-5201 (Print) Vol. 4 No.1, June 22, 2020. Pp.70-85. http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/210
[20] Anggeri S. Nurjaman, Verdi Yasin (2020) KONSEP DESAIN APLIKASI SISTEM MANAJEMEN KEPEGAWAIAN BERBASIS WEB PADA PT. BINTANG KOMUNIKASI UTAMA (Application design concept of web-based staffing management system at PT Bintang Komunikasi Utama). “JISICOM (Journal of Information System, Informatics, and Computing)”, E-ISSN: 2597-3673 (Online) , P-ISSN: 2579-5201 (Print), Vol. 4 No.2, (28 Desember 2020), Page 143-174. DOI: https://doi.org/10.52362/jisicom.v4i2.363 . URL Published : http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/363
[21] Ito Riris Immasari, Verdi Yasin (2019) PENGGUNAAN METODE ANALYTIC HIERARCHY PROCESS UNTUK MENGANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PEMILIHAN CALON LEGISLATIF DI DPRD II KOTA TANGERANG. “JISICOM (Journal of Information System, Informatics, and Computing)”, E-ISSN: 2597-3673 (Online) , P-ISSN: 2579-5201 (Print), Vol. 3 No.2, (10 Desember 2019), Page 53-58 URL Published : http://journal.stmikjayakarta.ac.id/index.php/jisicom/article/view/139
Published
2022-02-01
How to Cite
KHOIRUNNISA, Nurfitria; NUGROHO, Imam Ma'ruf; MUHYIDIN, Yusuf.
Penerapan data mining dengan metode naïve bayes untuk memprediksi calon terjamin potensial.
JISAMAR (Journal of Information System, Applied, Management, Accounting and Research), [S.l.], v. 6, n. 1, p. 149-161, feb. 2022.
ISSN 2598-8719.
Available at: <https://journal.stmikjayakarta.ac.id/index.php/jisamar/article/view/684>. Date accessed: 20 apr. 2024.
doi: https://doi.org/10.52362/jisamar.v6i1.684.
Section
Articles
This work is licensed under a Creative Commons Attribution 4.0 International License.
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