Application of ‘ADALINE’ Artificial Neural Network for Decision Making of Classroom Type in Schools at Elementary Level

Application of ‘ADALINE’ Artificial Neural Network for Decision Making of Classroom Type in Schools at Elementary Level

Amit Kumar Roy,

Department of Computer Science, United College of Engineering and Research, Naini, Prayagraj

Abstract. In this era of Technologies almost none area is untouched .In this view if we talk about the primary education, it can be said that the technology is not so much applied here. In this research paper artificial neural network under deep learning Named as ADALINE (Adaptive Linear Neural Element Network) will be applied for classification of students as ‘regular’ or ‘special’ in schools at elementary level. For the decision of classification reading test and writing test will be performed. The student securing less than the minimum standard score will enter in special class otherwise regular class will be allotted to students. ADALINE makes use of supervised learning where it uses training algorithm and then find the target output.

Keywords: ADALINE, Weight update, Decision making, supervised learning, intelligent system.