• DocumentCode
    2027052
  • Title

    Driver Behavior´s KDD and its application in driver status warning system

  • Author

    Liu, Yanfei ; Wang, Yaming ; Li, WenShu ; Xu, Wei ; Rong, Chengshu

  • Author_Institution
    Coll. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
  • Volume
    6
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    2810
  • Lastpage
    2814
  • Abstract
    The knowledge discovery of driver behavior in traffic accident database is implemented based on multi-agent technology. The multi-agent technology helps to solve the complexity problems of both discovery and driver´s behavior, and achieve more intelligence for driver behavior knowledge discovery. The application of pair-database-coordination mechanism and heuristic algorithm makes the knowledge discovery go in the direction of the system´s automation convergence, and it improves the efficiency of whole discovery process. Multithread technology and different KDD (knowledge discovery in database) methods are also introduced to knowledge discovery of driver behavior in traffic accident database. The mining result shows that KDD in the database of traffic accident based on multi-agent is effective. The beneficial knowledge of driver behavior is obtained, and a framework which apply driver behavior knowledge to driving status warning system is prompted.
  • Keywords
    accidents; alarm systems; behavioural sciences; data mining; driver information systems; heuristic programming; multi-agent systems; multi-threading; KDD method; driver behavior knowledge discovery; driver status warning system; heuristic algorithm; multiagent technology; multithread technology; pair database coordination mechanism; system automation convergence; traffic accident database; Accidents; Data mining; Databases; Driver circuits; Knowledge based systems; Roads; Vehicles; KDD; driver behavior; driving status early warning; multi-agent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569240
  • Filename
    5569240