• DocumentCode
    2110929
  • Title

    Workflow execution data analysis based on personnel fuzzy evaluation

  • Author

    Lei Feng ; Youda Li ; Xin Zhang

  • Author_Institution
    Sch. of Electr. & Inf., Changchun Inst. of Technol., Changchun, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    402
  • Lastpage
    406
  • Abstract
    This paper presents a fuzzy evaluation scheme of personnel ability based on the workflow execution data analysis. It supports the activities of the estimated execution time and the activities of the personnel task allocation. This paper uses personnel analysis reports of workflow logs to calculate the relative deviation of the average completion time as a role and combine with fuzzy logic to calculate the capacity value for the different roles of the staff. The capacity value is corrective according to the staff of the present work load. We get the current ability value list. Finally, this paper puts forward the calculation method to estimate time of completing a task according to the current capability values list.
  • Keywords
    data analysis; fuzzy logic; fuzzy set theory; personnel; ability value list; average completion time; capacity value; estimated execution time; fuzzy logic; personnel ability; personnel analysis reports; personnel fuzzy evaluation; personnel task allocation; workflow execution data analysis; workflow logs; Data analysis; Fuzzy sets; Job shop scheduling; Personnel; Resource management; Vectors; fuzzy evaluation; fuzzy logic; workflow execution data; workflow logs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/FSKD.2013.6816230
  • Filename
    6816230