Irawan Dwi Wahyono, Irham Fadlika, Khoirudin Asfani, Hari Putranto, Jehad Hammad, Sunarti
The development of industrial technology 4.0 used many intelligent applications, especially in the life of human interaction. Some application technologies including laboratory applications that can be accessed anywhere and anytime. In recent years, there had been many laboratory applications developed but they had not interacted with users, especially the users' capabilities. To overcome these problems, an intelligent laboratory application was needed that can be used directly by the user based on the abilities and desires of the user. This research developed a new intelligent laboratory based on personalized adaptive users where the laboratory was used based on the user's abilities and desires. This laboratory used artificial intelligence. The artificial intelligence algorithm used in intelligent laboratories was Fuzzy and Decision Tree. The fuzzy algorithm was used to select the ability of users while the Decision Tree was used for decisions to continue using modules in the laboratory-based on user results and feedback. Testing of this research experiment with Personalized Adaptive Laboratory (PAL) capabilities obtained an average accuracy of 70%. © 2019 IEEE.
Universitas Negeri Malang, Department of Electrical Engineering, Malang, Indonesia; Faculty of Technology and Applied Sciences, Al-Quds Open University, Bethlehem Branch, Jordan; Faculty of Letter, Universitasa Negeri Malang, Malang, Indonesia
