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|1. (WO2018088871) SYSTEM FOR PREDICTING AND CLASSIFYING DEGREE OF DIFFICULTY OF PROGRAM AND LEVEL OF PROGRAMMER USING BIOMETRIC DATA|
|Applicants:||KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION
|Inventors:||LIM, Heui Seok
LEE, Seol Hwa
|Title:||SYSTEM FOR PREDICTING AND CLASSIFYING DEGREE OF DIFFICULTY OF PROGRAM AND LEVEL OF PROGRAMMER USING BIOMETRIC DATA|
A system for predicting and classifying the degree of difficulty of a program and the level of a programmer using biometric data according to an embodiment of the present invention is characterized by comprising: a first biometric data detection portion for detecting first biometric data, which is data regarding measurement of brainwaves of a programmer who performs programming using a brainwave measuring device; a second biometric data detection portion for detecting second biometric data, which is data regarding tracking of the sightline of the programmer using a sightline tracking device; a data processing portion for extracting a brainwave feature element and a sightline feature element and repeatedly learning patterns of the first biometric data and the second biometric data on the basis of respective extracted feature elements; and a classification portion for comparing the result of repeated learning with a pre-classified label regarding the programming level of the programmer and the degree of difficulty of the program used for the programming, thereby predicting and classifying the programming level of the user and the degree of difficulty of the program.