Computer Engineering and Applications ›› 2013, Vol. 49 ›› Issue (9): 19-22.
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LI Yan
Online:
Published:
李 燕
Abstract: According to the situation that the workflow instance departs from the predefined model, a new multistep process mining method based on markov transition matrix is presented to realize workflow reengineering. A markov transition matrix is constructed based on workflow logs; a group of mining rules are defined to analyze logical relationship in the process; process mining algorithm is designed to construct the structural relationship among activities; a simulation example shows the feasibility and applicability of the method.
Key words: workflow reengineering, multistep process mining, workflow log, markov transition matrix, logical relationship
摘要: 针对工作流实例偏离预定义模型的实际情况,提出一种基于工作流日志的多步过程挖掘方法,从而实现工作流重构。基于工作流日志构建马尔可夫转移矩阵,定义关系挖掘规则分析过程中的逻辑关系,设计过程挖掘算法建立活动间的实际结构关系,以某电梯企业标梯合同签订流程为例验证方法的可行性和适用性。
关键词: 工作流重构, 多步过程挖掘, 工作流日志, 马尔可夫转移矩阵, 逻辑关系
LI Yan. Application of multistep process mining in workflow reengineering[J]. Computer Engineering and Applications, 2013, 49(9): 19-22.
李 燕. 多步过程挖掘在工作流重构中的应用研究[J]. 计算机工程与应用, 2013, 49(9): 19-22.
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http://cea.ceaj.org/EN/Y2013/V49/I9/19