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
Link To Document