본문 바로가기

쓰기

 
저자 Yongse Kim, Tae Bok Yoon, Hyunjin Cha, Wang Eric,and Jee-Hyong Lee 
학회명 IEEE International Conference on Advanced Learning Technologies 
학회명 (약자) ICALT 2007 
pp. 935-936 
학회시작일 2007-07-18 
학회종료일 2007-07-20 
비고  

A learning diagnosis system collects data from a learner's learning process, and analyzes it to build a suitable model for the learner, which can then be incorporated into an intelligent tutoring system to provide customized tutoring services. However, if the collected data reflects inconsistent learner behaviors or unpredictable learning tendencies, then the reliability of the learner model is degraded. In this paper, the outliers in the learner's data are eliminated by a k-NN method. We apply this method to an experimental data set obtained using DOLLS-HI, a learner diagnosis system that uses housing interior learning contents to diagnose learning styles. The resulting diagnosis model shows improved reliability than before eliminating the outliers.

    2024

      Learning with Structural Labels for Learning with Noisy Labels
      2024.02.27
      저자: 김누리*, 이진섭*, 이지형 (*: equal contribution)     학회명: IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024     학회명 (약자): CVPR 2024     학회시작일: 2024-06-17     학회종료일: 2024-06-19    
      STAGE: Simple Text Data Augmentation by Graph Exploration
      2024.02.28
      저자: 김호승, 강용훈, 이지형     학회명: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation     학회명 (약자): LREC-COLING 2024     학회시작일: 2024-05-20     학회종료일: 2024-05-25    
      TF-EDA: Efficient and Effective Text Data Augmentation
      2024.02.29
      저자: 김호승, 이지형, 김한별     학회명: The 24th International Symposium on Advanced Intelligent Systems     학회명 (약자): ISIS 2023     학회시작일: 2023-12-06     학회종료일: 2023-12-09    

    2023

    2022

      Reducing computational cost in federated ensemble learning via rank-one matrix
      2022.12.05
      저자: YongHoon Kang, HoSeung Kim, Jee-Hyong Lee     학회명: Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems     학회명 (약자): SCIS-ISIS 2022     학회시작일: 2022-11-29     학회종료일: 2022-12-02    

    2021