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1. 中山大学数据科学与计算机学院,广东,广州,510006
2. 贺州学院数学与计算机学院,广西,贺州,542899
3. 中山大学数据科学与计算机学院,广东,广州,510006
4. 贺州学院数学与计算机学院,广西,贺州,542899
Published Online:25 April 2018,
Published:2018
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ZENG Lin, ZHUO Han-kui, LI Lei. Workflow Task Recognition Algorithm Based on Intelligent Planning[J]. Acta Electronica Sinica, 2018, 46(4): 871-877.
ZENG Lin, ZHUO Han-kui, LI Lei. Workflow Task Recognition Algorithm Based on Intelligent Planning[J]. Acta Electronica Sinica, 2018, 46(4): 871-877. DOI: 10.3969/j.issn.0372-2112.2018.04.015.
针对传统算法将活动看成是彼此之间相互独立的事件,无法准确识别的问题,提出一种基于智能规划的工作流任务识别算法,利用工作流与智能规划在执行序列和操作规则方面存在的共性.通过高层次的抽象描述,自动推导出活动之间的内在逻辑联系,且能从外部信息充分挖掘潜在的知识,将工作流任务识别问题转变为对应的智能规划识别问题来进行求解,有效地解决了传统算法识别困难和对噪声数据敏感的问题.实验结果表明,本文提出的算法是可行的.
For traditional algorithms
activities are treated as events that are independent from each other and cannot be accurately identified
we propose a workflow task recognition algorithm based on intelligent programming
which utilizes the commonality of workflow and intelligent planning in the implementation of sequence and operation rules. Through the high-level abstract description
we can deduce the intrinsic logic relation between them automatically
and also explore potential knowledge from outside information
and transform the workflow task recognition problem into the corresponding planning recognition problem
and solve the problem that the traditional algorithm is difficult in recognition and sensitive to the noise data. Experimental results show that our algorithm is feasible.
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