본문 바로가기

국제학회

쓰기

 

Design of Web Page Evaluation System Using Ajax and Neural Networks

byIISLab 2012.03.19 06:38
저자 Donghoon Lee, Kunsu Kim, Taebok Yoon, and Jee-Hyong Lee 
학회명 IEEE Congress on Evolutionary Computation 
학회명 (약자) CEC 2008 
pp. 3030-3034 
학회시작일 2008-06-01 
학회종료일 2008-06-06 
비고  
Web page evaluation is an important issue in the Internet. The page view count is a widely used criterion for the web page evaluation because of its easiness. But, the evaluation methods based on the page view count cannot reflect whether the web page content corresponds with users' needs because users' click a page after looking at only the title or the small part of the page. If the page content does not satisfy a user, the user generally does not spend much time nor take any actions to look at the page so therefore we developed an Ajax Log System. Using this system, we collect users' visiting time and action on web pages such as clicks, scrolling, etc. Users are not interrupted while Ajax works. But the collected data are continuous values. We cannot determine adaptive criteria to each user data. To solve this problem, the evaluation module of the system is based on the neural network. The system with neural network learns users' action pattern while reading useful web pages and evaluates the usefulness of web pages from users' actions. Our system can more accurately find pages which satisfy users than a search engine.
목록

    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

이전 Prev 1 2 3 4 5 6 7 8 다음 Next