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Metatheoretic Plan Summarization and Comparison

机译:元理论计划的总结与比较

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摘要

We describe a domain-independent framework for plan summarization and comparison that can help a human understand both key strategic elements of an individual plan and important differences among plans. Our approach is grounded in a domain metatheory, which specifies important semantic properties of tasks, instances and planning methods. The metatheory provides a semantic framework for guiding the choice and description of concepts used in summarizing and comparing plans, thus avoiding syntactic constructs whose meaning or import is unclear. We define three capabilities grounded in the metatheoretic approach: (a) summarization of an individual plan, (b) comparison of pairs of plans, and (c) analysis of a collection of plans. Application of these capabilities within a rich application domain shows their value in facilitating user understandability of complex plans.
机译:我们描述了一个领域无关的计划摘要和比较框架,该框架可以帮助人们了解单个计划的关键战略要素以及计划之间的重要差异。我们的方法基于领域元理论,该领域元理论指定了任务,实例和计划方法的重要语义属性。元理论提供了一个语义框架,用于指导在汇总和比较计划中使用的概念的选择和描述,从而避免了含义或含义不明确的语法构造。我们定义了基于元理论方法的三种能力:(a)汇总单个计划,(b)比较各对计划,以及(c)分析一组计划。这些功能在丰富的应用程序域中的应用显示了其在促进用户对复杂计划的理解方面的价值。

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