Title :
Superior Factors to Predict Learning Status
Author :
Dinh Thi Dong Phuong;Hiromitsu Shimakawa
Author_Institution :
Coll. of Inf. Sci. &
fDate :
7/1/2015 12:00:00 AM
Abstract :
This paper propose a method to predict learning status of current students from records of past students. It applies NMF to figure out motivation and learning strategies of students using behavior of students. An experiment has revealed the similarity of students is much higher in motivation and learning strategies than in behavior.
Keywords :
"Programming profession","Matrix decomposition","Education","Monitoring","Transforms","Information science"
Conference_Titel :
Advanced Applied Informatics (IIAI-AAI), 2015 IIAI 4th International Congress on
Print_ISBN :
978-1-4799-9957-6
DOI :
10.1109/IIAI-AAI.2015.169