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Journal : INFORMAL: Informatics Journal

Analisis Keterkaitan Penyakit Pasien pada Puskesmas Menggunakan Metode Association Rule karina auliasari; Yuli Susanti
INFORMAL: Informatics Journal Vol 1 No 2 (2016): INFORMAL : Informatics Journal
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The need for vigilance against the disease is an effort to reduce morbidity and prevalence of complications in diseases. Medical records of hospitalized patients in the many and varied Puskesmas can then be processed to analyze the pattern of disease that often affects people in the area around Puskesmas. Implementation of association rule method is expected to generate linkages between the rule of item combinations of diseaseThe data used in this research is an inpatient medical records of patients Brang Rea Puskesmas from January to June 2015. The system was developed using the programming language Visual Basic and Microsoft SQL Server 2008 as the database. Tests on the analysis modules generate output system of rules "if" "then" or "if" "it", rule or rule illness taken from the rules that exceed the value or the minimum support and minimum confidence. From the results of system testing conducted seen that the rules that can be used by the health center for analysis Brang Rea inpatients disease is a rule that has a value of minimum support and minimum confidence-value equals or exceeds the value specified by the administrator.
Penerapan Metode Peramalan untuk Identifikasi Permintaan Konsumen Karina Auliasari; Mariza Kertaningtyas; Mawan Kriswantono
INFORMAL: Informatics Journal Vol 4 No 3 (2019): INFORMAL - Informatics Journal
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/isj.v4i3.14615

Abstract

The forecast model is done using data from several years before, with the involvement of time parameters in the forecast process is usable for the company to made an effective and efficient planning. Forecasting has an important role because the company requires short-term, medium-term and long-term estimates for each management. For short-term estimates, a company requires personnel, production and transportation scheduling, which is part of the process of scheduling and estimating consumer demand. In this study the results of three forecasting methods were compared, there is simple average, naïve and seasonal naive on demand data of PT SUPER SUKSES NIAGA to be further these three method measured its forecast accuracy using the value of MASE (Mean Absolute Square Error). From the results of data pre-processing consumers whose high value of demand are PT. DIESELINDO, PT. DUTA, PT. HEXINDO and PT. PANATAMA. The results of forecasting shown that the method that has the smallest MASE value is the simple moving average method.
Co-Authors Abdul Mufid Achmad Abdillah, Nur Aditya Prasetyo, Rizki Adyatma Nandana Partha, Putra Afani, Ghana Widya Agung Panji Sasmito Agustine, Thesalonika Nameta AHMAD FAISOL Aji Wicaksono, Bayu Al Biruni, Muhammad Ali Mahmudi Amarta Sholehuddin, Mohamma Dandy Amelia, Diyona Angga Firmansyah, Puja Anggara, Aditya Anggraini, Legming Dwi Aprilian Anarki, Galang Aprillia Dwi Dyah Saputri Aprillia Dwi Dyah Saputri Aria Alfaizi, Hafiz Ariq Ihsan, Muhammad Aris Dwi Darmawan Ariwibisono, FX. As-Siddiqi, M. Halim Bagaskara Adhi P Bastian Bastomi, Dwi Bella Fardani Daniel, Lazro Eko Putra Deddy Rudhistiar Destama Karni Saputra, Davantio Dewi Sibagariang Diah Wilis Lestarining Basuki Dimas Surya Prasetyo Eka Wijaya, Daniel Eksi Adi Irawan, Alfonsus Faddilani, Muhammad Rafi Fahrudi Setiawan, Ahmad Fathur Riski Febriana Santi Wahyuni Finanda, Wibis Fisabilillah, Difa Ghani Muttaqin, Abdul Hafiidh Yupiza Ramadhani Hafiidh Yupiza Ramadhani Hamdani, Ahmad Hani Zulfia Zahro Hansen Sawa, Karolus Hasan Syu'aibi, Muhammad Hidayatur Rohman, M.Afif IBRAHIM, NAJAD Irvandani, Aditya Iva Roudhotul Rohmah Jamil Nashrulloh Kalimatullah, Moh. Teguh Laksana, Bintang Nur Lestarining Basuki, Diah Willis Luthfi Andhikaputra, Muhammad Mahmudin, Ali Mariza Kertaningtyas martha kusuma, edwin Maulana Muhammad, Maulana Mawan Kriswantono Mira Orisa Mirenty, Putri Mulan Mohamed Wasef Mohamed Wasef Muhammad Rafi Faddilani Mutiara, Siti Nurina Nurina Pitriya Rizki, Ani Pratama, Ricky Adytya Primaswara P, Renaldi Putri Oktaviani, Anindhita Qurrotuna, Fina Raden Mohamad Herdian Bhakti Raflie, Andi Muh Haekal Rahmat Dian Nugraha, Adhitya Renaldi Primaswara Prasetya Renaldi, Bima Rizki, Muhammad Fitra Rizky Prayudhi, Bimo Robby, Mohammad Rofila El Maghfiroh Roudhotul Rohmah, Iva Sahal, Muhammad Yazid Abu Sena Yudha, Rizky Sentot Achmadi Sholawati, Mutiara Sinaga, Hannes Tigor Hamonangan Siti Hadijah Solly Aryza Sukmadiningtyas Sundari Sundari Suryo Adi Wibowo Uni Umamatun Nysa, Junia Willis, Diah Xaverius Ariwibisono, Franciscus Yosep Agus Pranoto Zain Aryanta Zain Aryanta Zulfan Najib, Ahmad Zulfia Zahro’, Hani Zulkifli Abdillah