TRIZ Future 2011 , Dublin , Ireland A Method for Facilitating Inventive Design Based on Semantic Similarity and Case-Based Reasoning

TRIZ Future 2011 , Dublin , Ireland A Method for Facilitating Inventive Design Based on Semantic Similarity and Case-Based Reasoning
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发表时间:
2011
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通讯作者:
Wei Yan;C. Zanni-Merk;F. Rousselot;D. Cavallucci
Wei Yan;C. Zanni-Merk;F. Rousselot;D. Cavallucci
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其他
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作者:
Wei Yan;C. Zanni-Merk;F. Rousselot;D. Cavallucci

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随着TRIZ在研究和教育领域的日益发展,新的使用者在初次尝试TRIZ时往往会遇到困难,Altshuller的原始矩阵往往以“易于理解”的形式出现。然而,尽管它不能代表TRIZ的真正含义,但它仍然吸引着新的用户、教师和培训师。文献中已经提出了几种自动使用矛盾矩阵的方法,并且关于所考虑的人工制品的特定参数与Alt Shuller的广义参数之间的自动匹配的研究仍然是一个感兴趣的话题。在本文中,我们提出了一种方法来自动化的一个特定的参数和一个通用的参数之间的等价性从矩阵。该方法计算短文本之间的语义距离,并利用它来填补人工制品的特定参数与广义参数之间的语义空白。为了提高该方法的整体精度,还采用了基于实例的推理方法。
While TRIZ is increasingly developing both in resear ch and education, new users always encounter diffic ulties in their first attempts to practice it. In such situat ion, Altshuller’s original matrix often appears as n “easy-to-beginwith” tool. However, while not being representative of what TRIZ really is, it continues to seduce new users, teachers and trainers. Several approaches to automate the us e of the contradiction matrix have been proposed in literature, and researches on the automatic match between specific parameters of the artefact being considered and Alt shuller's generalized parameters remains a topic of interest. In this paper, we propose a way to automate the pr oposal of equivalencies between a specific parameter and a ge neric parameter from the matrix. This method calcul tes the semantic distance between short texts, and uses it to fill the semantic gap between the specific param eters of the artefact and the generalized ones. Case-based reason ing is also used to improve the whole accuracy of t he method.