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Comparison Algorithm Kernels on Support Vector Machine (SVM) To Compare The Trend Curves with Curves Online Forex Trading irfan abbas
Jurnal Informatika Upgris Vol 2, No 2: Desember (2016)
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/jiu.v2i2.1142

Abstract

At this time, the players Forex Trading generally still use the data exchange in the form of a Forex Trading figures from different sources. Thus they only receive or know the data rate of a Forex Trading prevailing at the time just so difficult to analyze or predict exchange rate movements future. Forex players usually use the indicators to enable them to analyze and memperdiksi future value. Indicator is a decision making tool. Trading forex is trading currency of a country, the other country's currency. Trading took place globally between the financial centers of the world with the involvement of the world's major banks as the major transaction. Trading Forex offers profitable investment type with a small capital and high profit, with relatively small capital can earn profits doubled. This is due to the forex trading systems exist leverage which the invested capital will be doubled if the predicted results of buy / sell is accurate, but Trading Forex having high risk level, but by knowing the right time to trade (buy or sell), the losses can be avoided. Traders who invest in the foreign exchange market is expected to have the ability to analyze the circumstances and situations in predicting the difference in currency exchange rates. Forex price movements that form the pattern (curve) up and down greatly assist traders in making decisions. The movement of the curve used as an indicator in the decision to purchase (buy) or sell (sell). This study compares (Comparation) type algorithm kernel on Support Vector Machine (SVM) to predict the movement of the curve in live time trading forex using the data GBPUSD, 1H. Results of research on the study of the results and discussion can be concluded that the Kernel Dot, Kernel Multiquaric, Kernel Neural inappropriately used for data is non-linear in the case of data forex to follow the pattern of trend curves, because curves generated curved linear (straight) and then to type of kernel is the closest curve similar to the curve trend of online forex trading is Anova kernel and kernel radial, a little closer Combination Gaussian kernel, kernel Epachnenikof and to kernel polynomial form a parabolic curve open. key words: Trading Forex, Support Vector Machine, Kernel Anova, Dot Kernel, Kernel Multiquaric, Kernel Neural, Prediction, radial Kernel, Kernel Gaussian Combination, Epachnenikof kernel, polynomial kernel, EURUSD H1
SISTEM INFORMASI GEOGRAFIS BERBASIS MOBILE ANDROID UNTUK PEMETAAN LOKASI PENGRAJIN KERAJINAN TANGAN KHAS GORONTALO irfan abbas
Jurnal Informatika Upgris Vol 3, No 2: Desember (2017)
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/jiu.v3i2.1523

Abstract

Gorontalo handicraft industry is already widespread in the territory of Indonesia, and even then more introduced by the people of Gorontalo in overseas. In early 2006, Gorontalo's unique handicraft products received attention from both central and provincial governments to fight for patents on products (Hinelo, 2008). It shows that the creative industry business run by the Gorntalo Society has been well developed. The researcher intends to design a mobile geographic information system based on android for mapping the location of craftsmen typical of Gorontalo handicraft. This system is the application of GIS mobile system that is integration between three technology, that is GIS software, Global Positioning System (GPS) technology, and mobile device. This mobile-based designed system is intended to make this system easier to use by the Community because the system can be accessed simply by using a mobile device. While android is a mobile phone operating system that grows in the middle of other operating systems that develop this dewasi. This system will provide location information dilegkapi with travel routes as well as a description of the handicraft industry selected by the user / community. This system will provide location information dilegkapi with travel routes as well as a description of the handicraft industry selected by the user / community. With this system will be able to provide convenience to anyone who wants to find the location / location of handicraft industry typical Karawo patterned clothing Gorontalo. This system can run well based on testing on system logic using whitebox method obtained value of Ciclometic Complexity (CC) = 3. Keywords: Geographic Information System, Android, Karawo