Fuzzy Topsis Optimization On Expert Systems For Core Competency Detection and PAI Student Learning Achievement at PTKIN
Sutiah(*a), Supriyono(b), Indah Aminatuz Zuhriyah(c), Zainul Arifin(d)
(a,c)Faculty of Tarbiyah and Teaching Training Universitas Islam Negeri (UIN) Maulana Malik IbrahimMalang
(b)Informatics Engineering Department
Faculty of Science and Technology Universitas Islam Negeri (UIN) Maulana Malik Ibrahim Malang
(d)Psicology Department
Faculty of Psicology Universitas Islam Negeri (UIN) Maulana Malik IbrahimMalang
Abstract
The research aims to assess the development and implementation of Fuzzy Topsis optimization on core competency detection expert systems and student learning achievement majoring in Islamic religious education at PTKIN. In the learning process of KKNI based curriculum designed to detect the level of development of core competencies and achievements study students at the faculty or PAI study Program at PTKIN. The main product development of this research is expert system application With the Fuzzy Topsis method of measuring the indicator Development of Core Competencies (Hard skills and soft skills) and Learning factors that have an effect on student learning achievements. The results of this expert system can help students and lecturers Independently to detect how the level of development students core complications, detecting internal learning factors and external influences and measures how they influence to student learning achievements. Optimizing Results of Fuzzy TOPSIS shows optimal results with an accuracy rate of 92%.
Keywords: Fuzzy Topsis; Optimization; Indicator Development
Topic: Computer Science and Engineering