• DocumentCode
    475928
  • Title

    Research on mining frequency path in compressed path data

  • Author

    Chen, Zhu-xi ; Hu, Kong-fa ; Sun, Yan ; Chen, Ling

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Yangzhou Univ., Yangzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    314
  • Lastpage
    319
  • Abstract
    The volume of path data of moving items collected by RFID readers is massive and hard to be searched in the modern logistic management system. Using path code (denote as pid in this paper) to replace the path data can not only compress the volume of data, but also decrease the storage space greatly, and make the path searching more easily. Base on pid, mining frequency pid instead of mining frequency path, can also decrease the storage space, and increase the speed of mining algorithm. This method can be used in mining frequency path in the cube which used in moving items applications, such as FlowCube.
  • Keywords
    data compression; data mining; logistics data processing; radiofrequency identification; FlowCube; RFED readers; compressed path data; frequency path; modern logistic management system; path code; path searching; Computer science; Cybernetics; Data engineering; Electronic mail; Frequency; Logistics; Machine learning; Radiofrequency identification; Sun; Supply chains; Data compress; Mining frequency path; Path coding; RFID;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620423
  • Filename
    4620423