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Context-adaptive Petri nets: Supporting adaptation for the execution context

机译:上下文自适应Petri网:支持对执行上下文的适应

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摘要

Petri nets (PNs) are a mathematical and graphical modeling language with powerful analysis techniques. They have been successfully used in several areas, such as business process management, human computer interaction, and pervasive computing. Within these areas, context adaptivity has recently emerged as a new challenge to explicitly address fitness between system behavior and its execution context. However, the existing PN formalisms do not provide reliable modeling, simulation, and verification techniques that can accurately consider the system's execution context and adapt to it in order to reflect the system execution reality. This paper addresses this problem by presenting context-adaptive Petri nets (CAPNs), a formalism that allows the modeling of context-adaptive behavior by integrating the powerful modeling and analysis techniques of PNs with very expressive context data management techniques. The formalism is supported by a tool that allows its modeling, simulation, and verification. The contributions have been validated using a case-based evaluation showing very promising results. CAPNs will allow organizations to accurately describe, enact, and analyze the behavior of their dynamic systems in a more reliable and realistic way, allowing them to leverage more informed decisions, to make better use of their resources, and to increase therefore their competitiveness. (C) 2015 Elsevier Ltd. All rights reserved.
机译:Petri网(PN)是具有强大分析技术的数学和图形建模语言。它们已成功用于多个领域,例如业务流程管理,人机交互和普适计算。在这些领域中,上下文适应性最近已成为一种新的挑战,以明确解决系统行为与其执行上下文之间的适应性问题。但是,现有的PN形式主义不能提供可靠的建模,仿真和验证技术,它们无法准确地考虑系统的执行上下文并对其进行调整以反映系统的执行情况。本文通过介绍上下文自适应Petri网(CAPNs)解决了这个问题,CAPNs是一种形式主义,通过将强大的PNs建模和分析技术与非常有表现力的上下文数据管理技术相集成,可以对上下文自适应行为进行建模。形式化由支持其建模,模拟和验证的工具支持。使用基于案例的评估验证了贡献,该评估显示出非常令人鼓舞的结果。 CAPN将使组织能够以更可靠,更现实的方式准确地描述,制定和分析其动态系统的行为,从而使他们能够利用更明智的决策,更好地利用其资源并因此提高竞争力。 (C)2015 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Expert Systems with Application》 |2015年第23期|9307-9317|共11页
  • 作者单位

    Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Fac Econ & Business, B-3000 Leuven, Belgium;

    Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Fac Econ & Business, B-3000 Leuven, Belgium;

    Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Fac Econ & Business, B-3000 Leuven, Belgium;

    Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Fac Econ & Business, B-3000 Leuven, Belgium;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Petri nets; Context modeling; Context adaptivity;

    机译:Petri网;上下文建模;上下文适应性;

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