• DocumentCode
    3027999
  • Title

    Change Sequence Mining in Context-Aware Scientific Workflow

  • Author

    Wang, Yi ; Cao, Jian ; Li, Minglu

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2009
  • fDate
    10-12 Aug. 2009
  • Firstpage
    635
  • Lastpage
    640
  • Abstract
    Grid computing technology makes it possibly to use scientific workflow to be shared and reused among different users. However, a scientific workflow model usually needs to be tailored during reuse because of different problem contexts met by different users. These change logs provide additional information to help users customize scientific workflow. In this paper, we present a change sequence mining approach to automatically induce customized workflow based on different scientific experiment contexts. A docking case for drug design is described to validate the approach.
  • Keywords
    data mining; grid computing; scientific information systems; ubiquitous computing; workflow management software; change sequence mining; context-aware scientific workflow; customized workflow; drug design; grid computing technology; Application software; Collaborative work; Computer science; Context modeling; Distributed processing; Drugs; Filters; Knowledge engineering; Prototypes; Workflow management software; Context; Scientific Workflow; Workflow Change;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing with Applications, 2009 IEEE International Symposium on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-0-7695-3747-4
  • Type

    conf

  • DOI
    10.1109/ISPA.2009.26
  • Filename
    5207868