| 过程挖掘算法 |
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| 引用本文： | 王嘉,汤大权,谢羿.过程挖掘算法[J].火力与指挥控制,2011,8(8). |
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| 作者姓名： | 王嘉 汤大权 谢羿 |
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| 作者单位： | 国防科技大学C4ISR技术国防科技重点实验室,长沙,410073 |
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| 基金项目： | 国家自然科学基金资助项目(60903225) |
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| 摘 要： | 过程挖掘又称工作流挖掘,主要依据日志中记录的过程实例执行信息重构工作流过程模型,是工作流再设计与分析方法的一项关键技术。对目前主流的过程挖掘算法和相关工具进行了研究,把过程挖掘算法按照特性及解决问题分成了4类,对每类算法的优缺点进行比较研究。最后指出了目前过程挖掘研究中存在的问题。
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| 关 键 词： | 工作流 过程挖掘 过程日志 |
A Survey of Research on Process Mining Algorithms |
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| WANG Jia,TANG Da-quan,XIE Yi.A Survey of Research on Process Mining Algorithms[J].Fire Control & Command Control,2011,8(8). |
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| Authors: | WANG Jia TANG Da-quan XIE Yi |
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| Institution: | WANG Jia,TANG Da-quan,XIE Yi(C4ISR Technology National Defense Science and Technology Key LAB,National Univ.Defense Technology,Changsha 410073,China) |
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| Abstract: | Process mining,also named as workflow mining,is a technology to reconstruct the workflow model from the running logs of the all the process instances.All the running cases are instances of the process model reconstructed.In this paper,the algorithms divided into 4 types and tools for process mining are summarized in detail.The algorithms in the same type are compared with each other.Finally the challenging research problems are addressed. |
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| Keywords: | workflow process mining algorithms process logs |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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