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BRIDGING CROSS-DOMAIN TERMINOLOGY FOR BIOMIMETIC DESIGN

机译:跨领域术语的生物仿制设计

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This work aims to improve creativity and innovation in design by facilitating the use of cross-domain analogies, particularly from biological phenomena, as stimulus for concept generation. Rather than create an enormous database of biological knowledge to specifically support engineering design, we have chosen to take advantage of the large amount of biological knowledge already in natural-language format, e.g., books, journals, etc. Relevant biological analogies for any given design problem are found by searching for instances of functional keywords that describe the intended effect of the design solution in a natural-language corpus. However, the optimal choice of keywords, or search terms, is complicated by the fact that engineers and biologists may use differing domain-specific lexicons to describe related concepts. Therefore, an engineer without sufficient background in biology may not be able to identify keywords with biological connotation that are not obviously related to the engineering keywords. This paper describes efforts to bridge the gap in lexicons by examining words that frequently collocate with searched words. The biological meaningfulness of these bridge words is characterized by how frequently they occur within definitions of biological terms in a biology dictionary. Search words identified this way may not be obvious to domain novices, and may parallel those suggested by domain experts, thus facilitating the use of cross-domain ideas to support design. Our approach of generating bridge words with biological meaningfulness is generic and can be used to bridge any disparate domains (e.g., engineering and economics). Thus designers are enabled to quickly access relevant concepts from different domains to produce more innovative solutions.
机译:这项工作旨在通过促进跨域类比(尤其是来自生物现象的类比)的使用来促进概念生成,从而提高设计的创造力和创新性。我们没有选择建立庞大的生物知识数据库来专门支持工程设计,而是选择利用了大量自然语言格式的生物知识,例如书籍,期刊等。任何给定设计的相关生物类比通过搜索描述自然语言语料库中设计解决方案预期效果的功能关键字实例,可以找到问题所在。但是,工程师或生物学家可能会使用不同的领域特定词典来描述相关概念,这使得关键字或搜索词的最佳选择变得复杂。因此,没有足够生物学背景的工程师可能无法识别与工程关键词没有明显关联的具有生物学含义的关键词。本文介绍了通过检查经常与搜索到的单词搭配使用的单词来缩小词典差距的方法。这些桥词的生物学意义在于它们在生物学词典的生物学术语定义中出现的频率。以这种方式识别的搜索词对于领域新手而言可能并不明显,并且可能与领域专家建议的那些单词相似,从而有助于使用跨领域的想法来支持设计。我们产生具有生物学意义的过渡词的方法是通用的,可用于桥接任何不同的领域(例如,工程学和经济学)。因此,设计人员可以快速访问不同领域的相关概念,以产生更多创新的解决方案。

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