Combining rating scale and FANP to determine the important weight of learning competency for students' assessment

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Sri Andayani, Sri Hartati, Retantyo Wardoyo, Djemari Mardapi

2016 AIP Conference Proceedings Vol. 1755 Conference paper Cited by 1

Abstract

Determining the important weight of learning competency is an important problem for students' assessment in credentialing and certification decision-making. Learning competencies should have importance weight that definitely affect the final decision, and can represent strengths and weaknesses of student achievement of certain competencies. The weight of learning competency is determined based on its difficulty level, which is identified by the depth, scope and complexity of material involved in it. The dependency among learning competencies must also be considered in determining the weight. Therefore, this study aims to develop a weighting method based on combining rating scale and fuzzy analytic network process (FANP) to determine the weight of learning competency. Using the proposed method, the weight of learning competency is obtained and then can be used in calculating the final score for students' assessment. © 2016 Author(s).

Affiliations

Doctoral Program of Computer Science, Universitas Gadjah Mada, Yogyakarta, Indonesia; Department of Computer Science and Electrical, Universitas Gadjah Mada, Yogyakarta, Indonesia; Study Program of Educational Research and Evaluation, Graduate School, Universitas Negeri, Yogyakarta, Indonesia