Browsing by Subject Predicting student performance

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  • Performance Prediction for Students.pdf.jpg
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  • Authors: Tran, Thi Oanh; Dang, Hai Trieu; Dinh, Viet Thuong; Truong, Thi Minh Ngoc; Vuong, Thi Phuong Thao; Phan, Xuan Hieu (2017)

  • This paper presents a study on Predicting Student Performance (PSP) in academic systems. In order to solve the task, we have proposed and investigated different strategies. Specifically, we consider this task as a regression problem and a rating prediction problem in recommender systems. To improve the performance of the former, we proposed the use of additional features based on course-related skills. Moreover, to effectively utilize the outputs of these two strategies, we also proposed a combination of the two methods to enhance the prediction performance. We evaluated the proposed methods on a dataset which was built using the mark data of students in information technology...

Browsing by Subject Predicting student performance

Jump to: 0-9 A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
or enter first few letters:  
Showing results 1 to 1 of 1
  • Performance Prediction for Students.pdf.jpg
  • Article


  • Authors: Tran, Thi Oanh; Dang, Hai Trieu; Dinh, Viet Thuong; Truong, Thi Minh Ngoc; Vuong, Thi Phuong Thao; Phan, Xuan Hieu (2017)

  • This paper presents a study on Predicting Student Performance (PSP) in academic systems. In order to solve the task, we have proposed and investigated different strategies. Specifically, we consider this task as a regression problem and a rating prediction problem in recommender systems. To improve the performance of the former, we proposed the use of additional features based on course-related skills. Moreover, to effectively utilize the outputs of these two strategies, we also proposed a combination of the two methods to enhance the prediction performance. We evaluated the proposed methods on a dataset which was built using the mark data of students in information technology...