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工作流挖掘中的隐含问题研究

Research of Implicit Problems in Workflow Mining
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摘要 分析工作流挖掘中存在的隐含库所和隐含迁移等问题。针对a算法处理隐含问题时存在的不足,提出a+*算法。该算法对隐含任务另做标记,利用任务间的相互依赖关系得出过程模型。通过仿真工具CPN Tools生成文件,利用ProM和a+*算法挖掘日志,仿真结果证明了该算法的有效性。 This paper analyzes the problems of implicit places and implicit transitions. In view of the shortage of a algoritm to resolve the implicit problems, a+* algorithm is presented. In this algorithm, the implicit tasks are marked in another style, the model are constructed by the dependency of the tasks. It uses CPN Tools to general log files and mines the logs by ProM and a+* algorithm. The simulation results validate the efficiency of the algorithm.
出处 《计算机工程》 CAS CSCD 北大核心 2008年第21期7-9,共3页 Computer Engineering
基金 国家自然科学基金资助项目(60503016) 东北电力大学博士科研启动基金资助项目(BSJXM-200502)
关键词 工作流挖掘 隐含库所 隐含迁移 a+*算法 workflow mining implicit places implicit transition a+* algorithm
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参考文献5

  • 1Aalst W V D, Hee K V. Workflow Management: Models, Methods, and Systems[M]. Cambridge, England: MIT Press, 2002.
  • 2Aalst W V D, Dongen B F V, Herbst J, et al. Workflow Mining: A Survey of Issues and Approaches[J]. Data and Knowledge Engineering, 2003, 47(2): 237-267.
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  • 5Wen Lijie, Wang Jianmin, Sun Jiaguang. Detecting Implicit Dependencies Between Tasks from Event Logs[M]. Berlin, Germany: Springer Verlag, 2006.

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