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A Construction Approach of Model Transformation Rules Based on Rough Set Theory

机译：基于粗糙集理论的模型转换规则构建方法

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摘要

Model transformation rules are the central part of model transformation. Many model transformation approaches provide some mechanisms to construct transformation rules in industrial and academic research. However, transformation rules are typically created manually in these approaches. As far as we know, there are no complete solutions that construct transformation rules automatically. In this paper, we propose a rough set based approach to construct transformation rules semi-automatically. Construction approach of rough set is improved in order to support the transformations between different meta-models, then the corresponding algorithm to construct transformation rules is presented. We also provide the measurement indicators of transformation rules to support selecting proper rules from many rules which meet transformation requirement. Three kinds of experiments for problems with distinct complexity and size are given for the validation of the proposed method.
机译：模型转换规则是模型转换的核心部分。许多模型转换方法为构建工业和学术研究中的转换规则提供了一些机制。但是，通常使用这些方法手动创建转换规则。据我们所知，还没有完整的解决方案可以自动构造转换规则。在本文中，我们提出了一种基于粗糙集的方法来半自动构造转换规则。为了支持不同元模型之间的转换，改进了粗糙集的构造方法，然后提出了相应的构造变换规则的算法。我们还提供了转换规则的度量指标，以支持从许多满足转换要求的规则中选择适当的规则。给出了三种具有不同复杂度和大小的问题的实验，以验证该方法的有效性。

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  • 来源
    《Enterprise interoperability》|2011年|p.19-35|共17页
  • 会议地点 Stockholm(SE);Stockholm(SE)
  • 作者

    Jin Li; Dechen Zhan; Lanshun Nie; Xiaofei Xu;

  • 作者单位

    School of Computer Science and Technology, Harbin Institute of Technology. 92 WestrnDazhi Street, Harbin 150001, China School of Computer Science and Technology, Harbin Engineering University. 145 NanrnTong Street, Harbin 150001, China;

    School of Computer Science and Technology, Harbin Institute of Technology. 92 WestrnDazhi Street, Harbin 150001, China;

    School of Computer Science and Technology, Harbin Institute of Technology. 92 WestrnDazhi Street, Harbin 150001, China;

    School of Computer Science and Technology, Harbin Institute of Technology. 92 WestrnDazhi Street, Harbin 150001, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 电子贸易、网上贸易;
  • 关键词

    Model transformation; Model transformation rules; Rough set theory;

    机译：模型转换；模型转换规则；粗糙集理论;

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