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All Journal Explore: Jurnal Sistem Informasi dan Telematika (Telekomunikasi, Multimedia dan Informatika) Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Administrasi Kesehatan Indonesia Jurnas Nasional Teknologi dan Sistem Informasi Jurnal Manajemen Kesehatan Indonesia Sistemasi: Jurnal Sistem Informasi Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer Jurnal Kesehatan Komunitas JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jiko (Jurnal Informatika dan komputer) IJID (International Journal on Informatics for Development) Infotronik : Jurnal Teknologi Informasi dan Elektronika Jurnal Komunika : Jurnal Komunikasi, Media dan Informatika JISKa (Jurnal Informatika Sunan Kalijaga) Journal of Information Systems and Informatics Contagion: Scientific Periodical Journal of Public Health and Coastal Health J-Kesmas: Jurnal Kesehatan Masyarakat (Indonesian Journal of Public Health) Indonesian Journal of Electrical Engineering and Computer Science Journal of Nursing and Health (JNH) Akper Yakpermas Banyumas Journal of Fundamental Mathematics and Applications (JFMA) Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram JuTISI (Jurnal Teknik Informatika dan Sistem Informasi)
Aris Puji Widodo
Departemen Ilmu Komputer/Informatika, Fakultas Sain Dan Matematika, Universitas Diponegoro
Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Library & Information Science Mathematics Nursing Physics Public Health Social Sciences Other

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Journal : IJID (International Journal on Informatics for Development)

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Analyzing the Accuracy of Answer Sheet Data in Paper-based Test Using Decision Tree Edy Suharto; Aris Puji Widodo; Suryono Suryono
IJID (International Journal on Informatics for Development) Vol. 8 No. 1 (2019): IJID June
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (456.284 KB) | DOI: 10.14421/ijid.2019.08101

Abstract

In education quality assurance, the accuracy of test data is crucial. However, there is still a problem regarding to the possibility of incorrect data filled by test taker during paper-based test. On the contrary, this problem does not appear in computer-based test. In this study, a method was proposed in order to analyze the accuracy of answer sheet filling out in paper-based test using data mining technique. A single layer of data comprehension was added within the method instead of raw data. The results of the study were a web-based program for data pre-processing and decision tree models. There were 374 instances which were analyzed. The accuracy of answer sheet filling out attained 95.19% while the accuracy of classification varied from 99.47% to 100% depend on evaluation method chosen. This study could motivate the administrators for test improvement since it preferred computer-based test to paper-based.
Co-Authors Abdurrahman Harits Adila Safitri Agistra Febriandi Arsep Liyenti Aulia Oktaviana Aulia Oktaviana Carissa Devina Usman Chakim Annubaha Daniel Robi Sanjaya Dedi Apriyandi Dio Febrilian Tanjung Dio Febrilian Tanjung Edy Suharto Eko Adi Sarwoko Eko Sediyono Endah Sri Lestari Eva Liyan Woro Ningrum Farid Farid Agushybana Gilang Muhamad Noer Gilang Muhamad Noer Ibrahim, Muhammad Rivani Ilham Akbar Sodik Illyin Almeito Iwan Purwanto Josua Fredy Orlando Siahaan Kusworo Adi Likco Desvian Herindra Lina Khasanah Linda Nuryanti Mailia Putri Utami Mailia Putri Utami Moh. Hasyimi Muhammad Ikhsan Muhammad Nur Hendra Alvianto Nabiel Putra Adam Ni Kadek Armini Ni’mah Akbar Habibie Novita Ariyanti Nurul Khatimah Ismatullah Rahmat Gernowo Rizal Isnanto Sekarlangit Sekarlangit Shahnilna Fitrasha Bayastura Shinta Krisdina Sri Achadi Nugraheni Suci Larasati Suhartono, Suhartono Suryono Suryono Sutopo Patria Jati Wahyu Indri Susanti Willy Bima Alfajri Yonathan Saputra Zahrasita Nur Indira Zati Hulwani