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基于流程规整矩阵的流程推荐技术 被引量：5

Process warping matrix based business process recommendation technique
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摘要 为了解决企业流程建模智能领域中现有流程推荐技术在模糊推荐方面的不足,提出一种基于流程规整矩阵的流程推荐技术。首先对流程图的广度优先搜索序列(BFS序列)进行标准化;然后利用推荐流程片断BFS序列和流程资源库流程BFS序列形成流程匹配规整矩阵,计算流程相似度,确立候选流程,最终形成推荐路径集。通过对比现有相关研究结果表明,所提方法能够支持实际应用中的复杂流程结构和模糊推荐需求,其效率也能够满足实际应用。 To solve insufficiency in fuzzy recommendation of existing process recommendation technologies in the field of intelligent business process modeling, a Process Warping Matrix （PWM） based process recommendation technology was proposed. Breadth First Search （BFS） sequence of flow graph was first standardized, and the process matching structured matrix was formed by using reference process BFS sequence and process pattern BFS sequence. The process similarity was calculated to determine the candidate process, and nodes set for recommenda- tion was generated finally. Compared with the existing related technologies, the proposed method could support the complex process structure and fuzzy recommendation in practical application, and its efficiency also could satisfy the actual demand.
作者 叶岩明 尹建伟 曹斌
机构地区 浙江大学计算机科学与技术学院 杭州电子科技大学信息工程学院
出处 《计算机集成制造系统》 EI CSCD 北大核心 2013年第8期1868-1875,共8页 Computer Integrated Manufacturing Systems
基金 国家自然科学基金资助项目(61272129) 国家科技支撑计划资助项目(2012BAH06F02) 教育部博士点基金资助项目(20110101110066) 新世纪优秀人才支持计划资助项目(NCET-12-0491) 浙江省杰出青年科学基金资助项目(LR13F020002)~~
关键词 流程推荐 广度优先搜索序列 业务流程建模 流程匹配 process recommendation breadth first search business process modeling process matching
分类号 TP319 [自动化与计算机技术—计算机软件与理论] TP391 [自动化与计算机技术—计算机应用技术]
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参考文献12

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二级参考文献16

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共引文献14

同被引文献14

引证文献5

二级引证文献15

计算机集成制造系统
2013年 第8期

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