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基于Artifact操作日志的业务流程挖掘
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作者 王颖 黄震 刘国华 《计算机集成制造系统》 EI CSCD 北大核心 2015年第2期298-303,共6页
为发现业务流程中的有用知识,结合以数据为中心的业务流程管理与流程挖掘技术,通过记录业务流程中关键数据实体的操作、操作者和操作时间,建立Artifact操作日志。基于Artifact操作日志进行流程挖掘,发现流程中的Artifact生命周期模型,... 为发现业务流程中的有用知识,结合以数据为中心的业务流程管理与流程挖掘技术,通过记录业务流程中关键数据实体的操作、操作者和操作时间,建立Artifact操作日志。基于Artifact操作日志进行流程挖掘,发现流程中的Artifact生命周期模型,分析流程中Artifact实例之间的依赖关系和执行者之间的社交网络关系,给出违规流程的查找算法。研究结果表明,以数据为中心进行业务流程挖掘能够发现关键业务数据之间的交互关系,为分析流程的正确性提供有效的方法。 展开更多
关键词 以数据为中心 Artifact操作日志 流程挖掘 流程社交网络
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Persistent variation in spatial behavior affects the structure and function of interaction networks 被引量:4
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作者 Noa PINTER-WOLLMAN 《Current Zoology》 SCIE CAS CSCD 2015年第1期98-106,共9页
The function of a network is affected by its structure. For example, the presence of highly interactive individuals, or hubs, influences the extent and rate of information spread across a network. In a network of inte... The function of a network is affected by its structure. For example, the presence of highly interactive individuals, or hubs, influences the extent and rate of information spread across a network. In a network of interactions, the duration over which individual variation in interactions persists may affect how the network operates. Individuals may persist in their behavior over time and across situations, often referred to as personality. Colonies of social insects are an example of a biological system in which the structure of the coordinated networks of interacting workers may greatly influence information flow within the colony, and therefore its collective behavior. Here I investigate the effects of persistence in walking patterns on interaction networks us- ing computer simulations that are parameterized using observed behavior of harvester ants. I examine how the duration of persis- tence in spatial behavior influences network structure. Furthermore, I explore how spatial features of the environment affect the relationship between persistent behavior and network structure. I show that as persistence increases, the skewness of the weighted degree distribution of the interaction network increases. However, this relationship holds only when ants are confined in a space with boundaries, but not when physical barriers are absent. These findings suggest that the influence of animal personalities on network structure and function depends on the environment in which the animals reside [Current Zoology 61 (1): 98-106, 2015]. 展开更多
关键词 Agent based model Collective behavior Complex system Self organization PERSONALITY TEMPERAMENT
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