Application of adaline artificial neural network for classroom determination in elementary school

3rd Annual Applied Science and Engineering Conference

工业技术;自然科学

Handayani, A.N.^1 ; Aindra, A.D.^1 ; Wahyulis, D.F.^1 ; Pathmantara, S.^1 ; Asmara, R.A.^2

Vocational Education, Engineering Faculty, Universitas Negeri Malang, Malang

65145, Indonesia^1

Information Engineerin, Politeknik Negeri Malang, Malang

65145, Indonesia^2

关键词: Activation functions;    ADALINE;    Elementary schools;    Instructional techniques;    Special class;    Weight change;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/434/1/012030/pdf
DOI  :  10.1088/1757-899X/434/1/012030

来源: IOP

【 摘 要 】

Technology has been widely applied to the field of education in the form of system that is, help and solve various problems that exist in school. However, this technology is still rarely applied at elementary school level so that researchers will implement intelligent systems that can help in the determination of classes for new students. This determination is based on reading and writing tests. Classes are divided into regular and special, where students who score less than the minimum standard enter in a special class while students are able to enter the regular classroom. The intelligent system in this research will use instructional technique with Adaline method. Adaline is an artificial neural network that has a weight change algorithm and an activation function.