Prediction of Gold Prices Using Artificial Neural Networks

HEKİM, Mahmut; CÖMERT, Onur; Adem, Kemal; ZENGİN, NUMAN

Prediction of Gold Prices Using Artificial Neural Networks

Kemal ADEM, (Gaziosmanpasa University)

ONUR CÖMERT, (Gaziosmanpasa University, Tokat Vocational High School, Tokat, TURKEY)

Numan ZENGİN, (Gaziosmanpasa University, Pazar Vocational High School, Tokat, TURKEY)

Mahmut HEKİM (Gaziosmanpasa University, Electrical and Electronics Engineering, Tokat, TURKEY)

Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi

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Yıl: 2017 Cilt: 9 Sayı: 3 Sayfa Aralığı: 83 - 89 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022

Prediction of Gold Prices Using Artificial Neural Networks

Öz:

Gold, which has fulfilled the functions that money has in the past years, is now mostly used as a means of saving. Gold has been an investment instrument for Turkish society for many years. In addition, it is perceived as the most reliable means of investment by people in times of crisis and war. It is very important to estimate gold prices for investors who want to earn high profits from their investments. In this study, as input (independent variables), the data set consisting of Brent oil price, USD price, BIST100 index, Central Bank of the Republic of Turkey weekly interest rate, silver and copper prices was applied to the price of gold in ounce by applying Multi-Layer Perceptron Neural Network (MLPNN) is intended to be estimated. As the data set, weekly price and index values were used between January 2010 and December 2016 period. As a result of the study, suggestions were made about the effectiveness of gold on the input variables created by using MLPNN

Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

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APA	Adem K, CÖMERT O, ZENGİN N, HEKİM M (2017). Prediction of Gold Prices Using Artificial Neural Networks. , 83 - 89.
Chicago	Adem Kemal,CÖMERT Onur,ZENGİN NUMAN,HEKİM Mahmut Prediction of Gold Prices Using Artificial Neural Networks. (2017): 83 - 89.
MLA	Adem Kemal,CÖMERT Onur,ZENGİN NUMAN,HEKİM Mahmut Prediction of Gold Prices Using Artificial Neural Networks. , 2017, ss.83 - 89.
AMA	Adem K,CÖMERT O,ZENGİN N,HEKİM M Prediction of Gold Prices Using Artificial Neural Networks. . 2017; 83 - 89.
Vancouver	Adem K,CÖMERT O,ZENGİN N,HEKİM M Prediction of Gold Prices Using Artificial Neural Networks. . 2017; 83 - 89.
IEEE	Adem K,CÖMERT O,ZENGİN N,HEKİM M "Prediction of Gold Prices Using Artificial Neural Networks." , ss.83 - 89, 2017.
ISNAD	Adem, Kemal vd. "Prediction of Gold Prices Using Artificial Neural Networks". (2017), 83-89.

APA	Adem K, CÖMERT O, ZENGİN N, HEKİM M (2017). Prediction of Gold Prices Using Artificial Neural Networks. Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi, 9(3), 83 - 89.
Chicago	Adem Kemal,CÖMERT Onur,ZENGİN NUMAN,HEKİM Mahmut Prediction of Gold Prices Using Artificial Neural Networks. Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi 9, no.3 (2017): 83 - 89.
MLA	Adem Kemal,CÖMERT Onur,ZENGİN NUMAN,HEKİM Mahmut Prediction of Gold Prices Using Artificial Neural Networks. Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi, vol.9, no.3, 2017, ss.83 - 89.
AMA	Adem K,CÖMERT O,ZENGİN N,HEKİM M Prediction of Gold Prices Using Artificial Neural Networks. Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi. 2017; 9(3): 83 - 89.
Vancouver	Adem K,CÖMERT O,ZENGİN N,HEKİM M Prediction of Gold Prices Using Artificial Neural Networks. Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi. 2017; 9(3): 83 - 89.
IEEE	Adem K,CÖMERT O,ZENGİN N,HEKİM M "Prediction of Gold Prices Using Artificial Neural Networks." Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi, 9, ss.83 - 89, 2017.
ISNAD	Adem, Kemal vd. "Prediction of Gold Prices Using Artificial Neural Networks". Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi 9/3 (2017), 83-89.