본문 바로가기

쓰기

 
저자 Taebok Yoon, Seunghoon Lee, KwangHo Yoon, Dong-Moon Kim, and Jee-Hyong Lee 
학회명 International IEEE Conference on Intelligent Systems 
학회명 (약자) IS 2008 
pp. 48-52 
학회시작일 2008-09-06 
학회종료일 2008-09-08 
비고  
We propose a music recommendation system which provides personalized services. The system keeps a userpsilas listening list and analyzes it to select pieces of music similar to the userpsilas preference. For analysis, the system extracts properties from the sound wave of music and the time when the user listens to music. Based on the properties, a pieces of music is mapped into a point in the property space and the time is converted into the weight of the point. The more recently the user listens to the music, the more the weight increases. We apply the K-means clustering algorithm to the weighted points. The K-means algorithm is modified so that the number of clusters are dynamically changed. By using our K-means clustering algorithm, we can recommend pieces of music which are close to userpsilas preference even though he likes several genres. We also consider the time when music is released. When recommending, the system selects pieces of music which is close to and released contemporarily with the userpsilas preference. We perform experiments with one hundred pieces of music. In this paper we present and evaluate algorithms to recommend system.

    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