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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/FSKD.2013.6816230