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All Journal Jurnal Infinity Union: Jurnal Ilmiah Pendidikan Matematika EDUCATIO : Journal of Education Jurnal Matematika: MANTIK Teorema: Teori dan Riset Matematika Prima: Jurnal Pendidikan Matematika Euclid JNPM (Jurnal Nasional Pendidikan Matematika)
Wahyu Hartono
Universitas Swadaya Gunung Jati
Education Environmental Science Mathematics Social Sciences

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Journal : Jurnal Matematika: MANTIK

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Aplikasi Jaringan Bayes pada Pembuatan Butir Soal Tes Wahyu Hartono; Tonah Tonah``
Jurnal Matematika MANTIK Vol. 4 No. 1 (2018): Mathematics and Applied Mathematics
Publisher : Mathematics Department, Faculty of Science and Technology, UIN Sunan Ampel Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (282.593 KB) | DOI: 10.15642/mantik.2018.4.1.49-52

Abstract

The course of differential calculus is essential because it is a prerequisite material in most classes at the next level. From experience, most of the students have not been able to master the prerequisite topic. These conditions will disrupt the teaching and learning process. Information about the students' initial knowledge will be useful for applying appropriate learning models. This research describes Bayes network application on the manufacture of items about the fixed and adaptive test related to differential calculus courses. The research method is an experiment. The sample used is the students of mathematics education program as many as 98 students who already finish differential calculus course. The results showed that the performance of adaptive test design in predicting student ability is better than fixed test design, especially after the fifth question. The performance of the fixed test items sorted from easy to difficult is better than other fixed test designs. This study is useful for making diagnostic test questions in mapping/predicting students' initial knowledge as well as evaluating their abilities. The suggestion for further research is to make the performance of fixed test design is equivalent to adaptive test in diagnostic capability.
Co-Authors . Tonah Adde Iskandar Cita Dwi Rosita Dadan Sundawan Dede Trie Kurniawan Durohman Durohman Heri Retnawati Herri Sulaiman Imran Nursiddik Jajo Firman Raharjo Muchamad Subali Noto R. Rosnawati Samsul Hadi