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Hidayat, Julkarnain
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Computer Science & IT Electrical & Electronics Engineering

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Journal : Sistemasi: Jurnal Sistem Informasi

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Identification of Student Learning Styles based on Multiple Intelligences Aspects using the Dempster-Shafer Method Hidayat, Julkarnain; Putri, Raissa Amanda
Sistemasi: Jurnal Sistem Informasi Vol 13, No 2 (2024): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v13i2.3968

Abstract

Learning style refers to an individual's process of understanding and absorbing information, which is influenced by sensory preferences, problem-solving strategies, and communication styles. This research explains the learning styles of high school students by utilizing the theory of multiple intelligences, identifying seven aspects: visual, auditory, kinesthetic, verbal-linguistic, logical-mathematical, social-interpersonal, and solitary-intrapersonal. With a better understanding of students' learning styles, teachers can devise more effective teaching methods, improving learning outcomes. This research aims to apply the Dempster-Shafer method in an expert system to identify the learning styles of high school students, especially in SMA Swasta Dharmawangsa Medan. Through interviews with guidance teachers and questionnaires from grade X students, the expert system will provide information and customized learning methods, improving teacher understanding and student participation. With PHP-based web technology, the system is designed to simplify the process and provide a user-friendly interface and efficient data management, in the hope of creating a more productive and supportive learning environment.
Co-Authors Raissa Amanda Putri