Proceeding International Conference on Information Technology and Business
2021: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND BUSINESS (ICITB) 7

Designing a Measurement Model for the Effectiveness of Online Learning Using C4.5 Algorithm

Siti Mukodimah (Institut Informatika dan Bisnis Darmajaya)
Handoyo Widi Nugroho (Institut Informatika dan Bisnis Darmajaya)
Muhamad Muslihudin (STMIK Pringsewu)



Article Info

Publish Date
01 Dec 2021

Abstract

Technological developments in the world of education have led to many innovations to support education such as online learning in the learning process amid the Covid19 pandemic. Changes in learning methods that occur suddenly from conventional learning methods or directly switch to distance learning methods or using online learning media greatly impact and affect students who come from underprivileged families and students who are in areas where internet access and infrastructure are lacking. support. This study aims to create a classification model for measuring the effectiveness of online learning in the Pringsewu area using the classification method. The classification method is used to classify data based on the nature of the data that has been recognized by each class. Various methods can be used to classify data, namely the C4.5 Algorithm method. The results of the research carried out are a design classification model for measuring the effectiveness of online learning in the Pringsewu area such as Internet Access, Network Infrastructure,  Learning Media, Device Networks, Mastery of Technology Operations, School ICT Infrastructure, Learning Concepts, Motivation in Online Learning, Understanding of Learning Materials.Keywords—Design, Effectiveness, Online Learning, C4.5 Algoritm

Copyrights © 2021






Journal Info

Abbrev

icitb

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance

Description

Proceeding International Conference on Information Technology and Business is a series of one-year international conferences organized by the Informatics and Business Institute Darmajaya, with local and international partners. The conference will provide a unique opportunity for the productive ...