Multicience
Vol. 1 No. 05 (2020): INTERNATIONAL JOURNAL OF MULTISCIENCE - AUGUST EDITION

IMPLEMENTATION OF ARTIFICIAL NEURAL NETWORK FOR CLUSTTERING OF STUDENTS INTERESTING IN COMPUTING FIELDS

WIJI LESTARI (UNIVERSITY OF DUTA BANGSA SURAKARTA)
SRI SUMARLINDA (DUTA BANGSA UNIVERSITY SURAKARTA)

Article Info

Publish Date
15 Aug 2020

Abstract

The computing field interested is important for students of the Faculty of Computer Science. Student interest also relates to research for the thesis required for graduation. At the Faculty of Computer Science, University of Duta Bangsa Surakarta, there are several research topics that are of interest to students including: Information Systems, Decision Support Systems, Multimedia, Expert Systems and Intelligent Information Systems. Clustering is a method for grouping a number of data into several clusters or groups. Data that have closeness will be grouped into one cluster. Competitive Network is part of Artificial Neural Networks with unsupervised learning. This algorithm can be used for clustering. This study aims to produce a clustering system for mapping students interests on research topics at the Faculty of Computer Science, Duta Bangsa University Surakarta with a competitive network artificial neural network. The input data used were the results of the student's focus questionnaire on research topics which would be grouped into 5 clusters. The clustering process uses the Competitive Network algorithm with clustering parameters of the number of clusters 5, 1000 and Kohonen parameter of 0.01

Copyrights © 2020




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Multicience
Website

Abbrev

ijm

Publisher

CV KULTURA DIGITAL MEDIA

Subject

Arts Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Public Health Social Sciences Other

Description

The principle reason for INTERNATIONAL JOURNAL OF MULTISCIENCE is to give an academic discussion to the world, over to share great learning. It expects to be the voice of scholars around the world. One of its establishing standards is that of backing of the scholastic research field. The ...