Prosiding Seminar Nasional Ilmu Sosial dan Teknologi (SNISTEK)
Vol 1 (2018): SNISTEK

Data Mining Prediksi Besarnya Penggunaan Listrik Rumah Tangga di Kota Batam Dengan Menggunakan Algoritma C4.5

Yulia Yulia (Unknown)
Nurul Azwanti (Unknown)



Article Info

Publish Date
17 Oct 2018

Abstract

Human activity in the use of electricity has increased over time - time. This is due to electrical energy has become an important part for the development of human civilization in various fields including economic, technological, social and human culture. Strategy forecasting the need for electrical energy is needed. People's need for electric energy continues to grow every year. In addition to population growth, the economic growth of a region is believed to be one of the factors affecting the increasing consumption of electrical energy in the area. As the city of Batam in Batam Center area which is an industrial city and the population is fairly solid. Batam Center area includes the central area of ​​Batam city because the area is close to Hang Nadim Airport Batam and Batam International Port Center. Therefore every household should understand the effective use of electricity so that the electricity needs do not become greater than the electricity supply. Data mining techniques with C4.5 algorithm can predict the use of household electricity to more easily regulate the use of household electricity. The sample data is taken as many as 30 correspondent data that use electricity meter in Batam Center area. The number of electronic goods, the number of users, the length of time at home and the area of ​​the house building will be variable in analyzing the data. There are variables Wide of Home Build and Number of Family Members become decision forming tree variable. The calculation results have been tested using Weka 3.7.4 with the same rule result.

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Journal Info

Abbrev

prosiding

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance Social Sciences Other

Description

SNISTEK adalah sebuah acara akademik yang prestisius dan berkualitas, yang diadakan setiap tahun dengan tujuan untuk mendukung pertukaran pengetahuan, ide, dan temuan terbaru dalam bidang ilmu sosial dan teknologi. Seminar ini merupakan platform ideal bagi para ilmuwan, peneliti, praktisi, dan ...