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PERAMALAN DERET WAKTU DENGAN MENGGUNAKAN AUTOREGRESSIVE (AR), JARINGAN SYARAF TIRUAN RADIAL BASIS FUNCTION (RBF) DAN HIBRID AR-RBF PADA INFLASI INDONESIA HIKMAH, AL; Agoestanto, Arief; Arifudin, Riza
Unnes Journal of Mathematics Vol 7 No 2 (2018)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v7i2.13987

Abstract

Tujuan penelitian ini adalah untuk menentukan hasil ramalan inflasi enam bulan berikutnya yaitu bulan Oktober 2016, November 2016, Desember 2016, Januari 2017, Februari 2017 dan Maret 2017 menggunakan metode Autoregressive (AR), Jaringan Syaraf Tiruan (JST) Radial Basis Function (RBF) dan hibrid AR-RBF. Selain itu untuk mengetahui metode mana yang lebih akurat untuk peramalan. Metode AR dapat menganalisis masalah bagian linier data. Sedangkan, metode JST RBF dapat digunakan untuk memprediksi data nonlinier. Metode hibrid AR-RBF merupakan penggabungan dua buah metode yaitu AR dan JST RBF. Metode penelitian yang digunakan yaitu kajian pustaka. Data yang digunakan yaitu tingkat inflasi Indonesia berdasarkan Indeks Harga Konsumen (IHK) pada bulan Januari 2003 sampai dengan September 2016. Hasil analisia menunjukkan bahwa hasil JST RBF memiliki hasil yang lebih akurat dari pada AR dan hibrid AR-RBF. Hal ini terlihat dari nilai MAPE JST RBF paling kecil yaitu 7,12199%. Hasil peramalan dengan metode JST RBF secara berturut-turut sebesar 3,0960%; 3,3567%; 3,4304%; 3,5468%; 3,6701% dan 3,8570%. The purpose of this research is to forecast the inflation on October 2016, November 2016, December 2016, January 2017, February 2017 and March 2017 using Autoregressive (AR), Radial Basis Function (RBF) Neural Network (NN) and hybrid AR-RBF. Except that the purpose of this reserach to get accurate method. AR methode can be use to analys problem of linear time series data. On contrasting with AR, RBF-NN method can to predict nonlinear data. While hybrid AR-RBF method is the combination of two method, AR and RBFNN. The research method will be use is examine of books. This method is examined by using the data Inflation of Indonesian according to Consumer Price Index (CPI) on January 2003 until September 2016. The result of analysis indicate that RBF NN model get more accurate result than AR model and hybrid AR-RBF. It is shown that value MAPE of RBF NN method is the smallest percentage with 7,12199%. The result of forecasting with RBFNN method on consistenly 3,0960%; 3,3567%; 3,4304%; 3,5468%; 3,6701% and 3,8570%.
DI PASAR TOROBULU KECAMATAN LAEYA KABUPATEN KONAWE SELATAN Hikmah, Al; Baheri, Baheri; Nusantara, Ambo Wonua
Jurnal Ekonomi Pembangunan (JEP) UHO Vol 13, No 1 (2023):
Publisher : Universitas Halu Oleo

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Abstract

This study aims to determine the practice of buying and selling rice in terms of Islamic economic aspects in the Torobulu market, Laeya District, South Konawe Regency. The type of data used in this research is descriptive qualitative data. Methods of data collection by direct observation, questionnaires, and documentation. The data analysis method used is where the data obtained are analyzed and presented in the form of tables and then given explanations and conclusions. Based on the results of the study, it was stated that the practice of buying and selling rice in terms of the Islamic economic aspect in the Torobulu market, Laeya District, South Konawe Regency had not been implemented very well where in 8 (eight) indicators including the sale and purchase price transactions of 80% carried out according to Islamic law, 100% contract is carried out according to Islamic law, 100% bargaining is not carried out according to Islamic law, 100% price agreement is carried out according to Islamic law, 70% free of tadlis is carried out according to Islamic law, 30% free of gharar according to Islamic law, 100% hospitality according to Islamic law, mutual pleasure of 100% doing according to Islamic law.
IDENTIFIKASI BAKTERI Escherichia Coli PADA SAUS MAKANAN ATAU JAJANAN CILOK DI SEKOLAH DASAR (SD) KECAMATAN INDRALAYA SELATAN KABUPATEN OGAN ILIR Hikmah, Al; Prasetyo, Dani; Ernia, Rima
JIFI (Jurnal Ilmiah Farmasi Imelda) Vol. 7 No. 1 (2023): Vol. 7 No. 1, September Tahun 2023
Publisher : Universitas Imelda Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52943/jifarmasi.v7i1.1505

Abstract

Food poisoning often occurs in elementary school children due to the lack of personal and environmental hygiene. According to children tend to choose unhealthy foods because regardless of the physical/chemical properties of food, taste, brand, availability and environment. The environment such as personal hygiene from food vendors is one of the factors that influence food conditions. This study aims to determine whether there is Escherichia coli bacteria on cilok sauce in Junior High Schoolab So1th Indralaya District. The results of the study by identifying Escherichia coli bacteria in cilok sauce, namely the isolation test of bacteria on LB media, obtained 8 out of 10 samples contaminated with bacteria. The EMB test results obtained 3 out of 8 samples that were positive for Escherichia coli. For bacterial tests with biochemical tests, SIM, MR, citrate, 3 positive samples of Escherichia coli bacteria were obtained where there was a color change. Citrate changes from green to blue, SIM is indicated by the formation of a pink indole ring and the MR test changes the solution to a pink color.
DI PASAR TOROBULU KECAMATAN LAEYA KABUPATEN KONAWE SELATAN Hikmah, Al; Baheri, Baheri; Nusantara, Ambo Wonua
Jurnal Ekonomi Pembangunan (JEP) UHO Vol 13, No 1 (2023):
Publisher : Universitas Halu Oleo

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

Abstract

This study aims to determine the practice of buying and selling rice in terms of Islamic economic aspects in the Torobulu market, Laeya District, South Konawe Regency. The type of data used in this research is descriptive qualitative data. Methods of data collection by direct observation, questionnaires, and documentation. The data analysis method used is where the data obtained are analyzed and presented in the form of tables and then given explanations and conclusions. Based on the results of the study, it was stated that the practice of buying and selling rice in terms of the Islamic economic aspect in the Torobulu market, Laeya District, South Konawe Regency had not been implemented very well where in 8 (eight) indicators including the sale and purchase price transactions of 80% carried out according to Islamic law, 100% contract is carried out according to Islamic law, 100% bargaining is not carried out according to Islamic law, 100% price agreement is carried out according to Islamic law, 70% free of tadlis is carried out according to Islamic law, 30% free of gharar according to Islamic law, 100% hospitality according to Islamic law, mutual pleasure of 100% doing according to Islamic law.