Application development for multiple-choice test check by image processing

Main Article Content

Chaiyanan Sompong

Abstract




A multiple-choice examination checking (Optical Mark Recognition: OMR) machine is widely used in academy for evaluation the effectiveness of study because it has a robustness and fast for answer checking and score processing. However, this machine is quite expensive and not available for low budget academies. Moreover, the answer sheet for OMR machine is a specific. It is difficult to change an academy's answer sheet. This paper aims to develop an application for a multiple-choice answer sheet checking. The proposed method consists of two frameworks; 1) cross marker detection and 2) answer checking. For evaluation, Sakonnakorn Rajabhat University multiple-choice answer sheet (120 items and 5 choices) is implemented throughout in this experiment. The answer sheets are marked by 65 students; 40 volunteers and 25 students in class of computer and fundamental information technology. The effectiveness of cross marker detection (9,6 00 markers) provides 97% accuracy. For answer checking provides 100% accuracy.




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How to Cite
Sompong, C. (2017). Application development for multiple-choice test check by image processing. SNRU Journal of Science and Technology, 9(3), 661-671. Retrieved from https://ph01.tci-thaijo.org/index.php/snru_journal/article/view/104430
Section
Research Article
Author Biography

Chaiyanan Sompong

Department of Computer, Faculty of Science and Technology, Sakon Nakhon Rajabhat University, Sakon Nakhon, 47000 Thailand