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流程挖掘研究
引用本文:徐彦,谭培强.流程挖掘研究[J].物流科技,2006,29(4):107-111.
作者姓名:徐彦  谭培强
作者单位:复旦大学,上海,200433
摘    要:企业信息系统,例如企业资源计划(ERP),客户关系管理(CRM),供应链管理(SCM),Web服务等等都支持企业流程.但是它们都不能跟踪并改进流程。流程挖掘的目的就是从日志数据中抽取信息构建商业流程执行时的模型,从而能跟踪改进流程。本文简单介绍了流程挖掘涉及到的一系列方面,包括流程挖掘的定义、框架、研究难点。最后从九个方面对四种流程挖掘工具EMiT,Little Thumnb,InWoLvE,Process Miner进行了比较。

关 键 词:流程挖掘  日志  一致性测试  Petri网
文章编号:1002-3100(2006)04-0107-05
收稿时间:2005-10-18
修稿时间:2005年10月18

Study on Process Mining
XU Yan,TAN Pei-qiang.Study on Process Mining[J].Logistics Management,2006,29(4):107-111.
Authors:XU Yan  TAN Pei-qiang
Institution:Fudan University, Shanghai 200433, China
Abstract:Enterprise information systems,such as enterprise resource planning,customer relationship management,supply chain management and Web service,support business processes,but they all don't monitor and improve processes.Process mining aims at extracting information from logs to build up business processes models as they are being executed,and use them to monitor and improve business processes.In this paper,we simply introduce some main issues concerning process mining,including the definition,infrastructure,challenging problems about process mining.At last from nine aspects we compare the four kinds of process mining tools,such as EMiT,Little Thumb,InWoLvE and Process Miner.
Keywords:process mining  event log  conformance testing  petri net
本文献已被 CNKI 维普 万方数据 等数据库收录!
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