A framework for classifying intelligent design theories

Mark Preston, N. Mehandjiev
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引用次数: 17

Abstract

Software Engineering (SE) design approaches are traditionally based on concepts associated with the procedural and object-oriented SE paradigms, such as stepwise methods and techniques for abstraction, modularity and refinement of software functionality. In contrast, researchers in other engineering domains have developed theories of Intelligent Design (ID) to explain what human design engineers think and do in the design process. So far these theories have provided useful process models, knowledge representations and strategies to underpin a number of approaches to designing complex artifacts. Our aim is to explore the potential of such engineering-based ID theories to support SE design. In pursuit of this we need to appraise existing ID theories in a systematic manner. Due to the large number of ID theories and the diversity of elements which they are composed of, the first stage of any systematic appraisal would be to develop a framework for classifying and analyzing ID theories. Such a framework is proposed in this paper. It can be used to categorize and assess ID theories, their elements and research methodologies. Together with a set of appraisal criteria, we can then assess the usefulness of each ID theory for supporting SE design activities. The framework identifies the main elements of ID theories including the underlying research approach, the process models created, and the knowledge representations derived. This paper provides a full description of the framework and shows how it can be used to analyze an example ID theory.
智能设计理论的分类框架
软件工程(SE)设计方法传统上是基于与过程的和面向对象的SE范例相关的概念,例如用于抽象、模块化和软件功能细化的逐步方法和技术。相比之下,其他工程领域的研究人员已经发展了智能设计理论(ID)来解释人类设计工程师在设计过程中的想法和行为。到目前为止,这些理论已经提供了有用的过程模型、知识表示和策略来支持设计复杂工件的许多方法。我们的目标是探索这种基于工程的ID理论的潜力,以支持SE设计。为了实现这一点,我们需要系统地评估现有的本我理论。由于本我理论数量众多,构成要素多样,任何系统评价的第一阶段都是建立一个对本我理论进行分类和分析的框架。本文提出了这样一个框架。它可以用来分类和评估本我理论,它们的要素和研究方法。与一组评估标准一起,我们可以评估每个ID理论对支持SE设计活动的有用性。该框架确定了ID理论的主要元素,包括基础研究方法、创建的过程模型和派生的知识表示。本文提供了该框架的完整描述,并展示了如何使用它来分析一个实例ID理论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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