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Journal : Journal Sensi: Strategic of Education in Information System

PENGONTROLAN PENGECEKAN KUALITAS BARANG HASIL PRODUKSI DENGAN APLIKASI SISTEM PAKAR MENGGUNAKAN METODE BACKWARD CHAINNING Santoso, Sugeng; Sutrisno, Sutrisno; Afrisha, Ikma
Journal Sensi: Strategic of Education in Information System Vol 4 No 2 (2018): Journal Sensi
Publisher : UNIVERSITAS RAHARJA

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (438.453 KB) | DOI: 10.33050/sensi.v4i2.651

Abstract

Meningkatkan kualitas hasil produksi bagi setiap perusahaan menjadikan hal yang berperan sangat penting. Dengan adanya perkembangan daya saing yang semakin meningkat dijaman modern ini. Pada perusahan PT. Indonesia Syntehtic Textile Mills selalu menjaga dan berusaha penuh untuk meningkatkan kualitas hasil produksi agar selalu baik dan memuaskan bagi para customer. Salah satunya untuk tetap menjaga kualitas yang tinggi dari para perusahaan lain adalah dengan cara menggunakan sistem pakar untuk pengecekan kualitas hasil produksi dengan menyimpulkan hasil kepastian pada kualitas barang yang sesuai. Dalam perancangan dan pengembangan pengecekan kualitas hasil produksi ini menggunakan metode Backward Chaining sebagai pelacakan kebelakang penalaran dari kesimpulan identifikasi pengecekan kualitas, metode Unified Modelling Language (UML) sebagai tools perancangan sistem yang ada pada sistem berjalan.
Credit Risk Prediction Model Using Support Vector Machine with Parameter Optimization in Banks Martono, Aris; Padeli, Padeli; Suhaepi, Muhamad Iip; Santoso, Sugeng; Sunandar, Endang
Journal Sensi: Strategic of Education in Information System Vol 10 No 2 (2024): Journal Sensi
Publisher : UNIVERSITAS RAHARJA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/sensi.v10i2.3463

Abstract

Abstract This research aims to determine the Support Vector Machine (SVM) model with Parameter Optimization in predicting loan worthiness to avoid the risk of bad credit at the Bank. Every bank tries to market financial loan products with very strict requirements. One of the requirements is that the company's financial reports must be healthy if it borrows money from a bank to develop the company's business. In the credit analysis process, there are 19 financial factors that must be measured from dozens or even hundreds of companies proposing financial loans, making it difficult for credit analysts to make decisions about whether these companies are worthy of borrowing or not. Therefore, this research was carried out by comparing the two models, namely SVM with parameter optimization and SVM with parameter optimization and Particle Swarm Optimization (PSO) to select the best model. The research results show that the Area Under Curve (AUC) criteria with validation number of folds (nof) = 10 and nof = 5 are 98.80% and 98.80%, meaning good and stable in the SVM model with parameter optimization. Meanwhile, the SVM model with parameter optimization and PSO has better AUC for validation nof=5 (99%) but for AUC with validation nof=10 (98.30%) it is less good.
Co-Authors A.A. Ketut Agung Cahyawan W Ade Yamindago Adhi, Christian Adhiguna, Erlangga Tri Adismar, Ryan Afriliana Kusumadewi Afrisha, Ikma Agung Satrio Nugroho Agus Taufik, Agus Ahmad, Habib Sadewo Aisyah Pratiwi, Nur Aji, Unggul Akhiruddin Akhiruddin Almira, Beta Alvionita, Uci Amalina Sayyidah, Nur Andrean, Dicky Andriani, Tanti Stevany Angger Sri Hertadi Anjela, Lia Aprianto, Yoce Ardiyansah, Ardiyansah Argadilah, M. Aris Wahyu Murdiyanto Aristo, Nabila Cynthia Armein Lusi Asep Saefullah Astriandari, Juni Badrianto, Achmad Bahtiar, M. Romi Baqi, M. Puad Abdul Bastiawan, Hertha Basuki Rahmat Masdi Siduppa Budiarto, Mukti Cahyati, Iwe Claudia, Unique Gita Dewandaru, Ginanjar DEWI SARTIAMI Dewi, Tika Sari Diah Aryani, Diah Dita Megasari Dj, Trismawan Dody Wahjudi Dudhat, Amitkumar Dyah Purwaningrum Eka Wahyuningsih Erastus, Stephen Etlanda, Khoirul Akbar Euis Nurninawati Fahmi, Muhamad Irfan Fandhika, Fandhika Fatmawati, Ari Ana Fauzan, Muhammad Nepo Febby J. Polnaya Feri Yulianto Fikri, Muhamad Al Firmansyah Firmansyah H.P, Andrea Handayani, Ratri Henderi Henderi . Henny Henny, Henny Herawani, Febrina Himawan Himawan I, Gusnar Ilyas Ilyas Indriyati, Lilik Tri Irianti, Enjeline Isa, Salmi Mohd Islami, Nisa Fadhila Jenny Huberta Kotta, Chalma Junaidi Junaidi Karuniawan, Rickho Rizky Kauf, Josch Kurniawan, Rofiq Lestari Santoso, Nuke Puji Lucky Nugroho Mahdi, Muhammad Fattah Maheswari, A. Hasnanda Sakina Marampa, Elieser R Marfatah, Muhammad Ramadhani Markus, Suryo Nugroho Martin Tamera, Daniel Martono, Aris Michael Najoan, Junius Mucji, Gita Sofiana Muhammad Fachri Maulana Muntasir, Ibnu Naibaho, Uli Arta Naini, Nurul Fitrianis Negara, Ivan Hadi Prawira Nisrina, Safira Fegi Nurfadillah Nurfadillah Nurhidajat, R. Nurhidajat, Raden Ongso, Seselia Padeli Padeli Pamungkas, Ragil Asih Pamungkas, Wisnu Ardi Pekih, Mufti Imam Po Abas Sunarya Praja, Adhadi Pramono, Galih Pramudhita, Karunia Burhan Praptana Pratama, Putu Yoga Satya Priscillia Picauly, Priscillia Purbobinuko, Zakharias Kurnia Purnama, Diar Eka Puspita, Kori Putri, Yayang Ristiana Qurotul Aini Rabbani, Zonar Anjab Rahayu, Eka Fitri Rahman, Diki Arif Rahmani, Ngatoiatu Ramadhan, Aditya Ramadhan, Kresna Ramadhan, Tarisya RAUF, AUNU Restuanto, Faqih Rifaldi, Muhammad Faisal Ruli Supriati, Ruli S, Tantri Sabila, Nurahma Sahab, Achmad Indra Saidah Saputra, Subhan Ahmad Saputro, Agung Dwi Sarnadi, Sarnadi Sembiring, Adelina Setiawati, Riri Sevtiani, Imaniar Simanjuntak, Ridwan Zulkarnain Panca Putra Sofinda, Sulik Solihin, Dadang Sugeng Widada Suhaepi, Muhamad Iip Sumantono, Trubus Sumantri, Dicky Sumaryati, Bety Sunandar, Endang Sunarya, Lusyani Sutrisno, Sutrisno Syifa, Ghea Ananda Taufik Maulana, Taufik Tjiptogoro Dinarjo Soehari TRI ASMIRA DAMAYANTI Tukhas Shilul Imaroh Yamin, Abdul Yamin, Steven Yolanda, Ega