Concept formation as knowledge accumulation: A computational linguistics study
Concept formation as knowledge accumulation: A computational linguistics study
复制标题
作为知识积累的概念形成：计算语言学研究
DOI：
10.1017/s0890060406060033
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发表时间：
2006
期刊：
影响因子：
--
通讯作者：
A. Dong
中科院分区：
文献类型：
--
作者：
A. Dong
Language plays at least two roles in design. First, language serves as representations of ideas and concepts through linguistic behaviors that represent the structure of thought during the design process. Second, language also performs actions and creates states of affairs. Based on these two perspectives on language use in design, we apply the computational linguistics tools of latent semantic analysis and lexical chain analysis to characterize how design teams engage in concept formation as the accumulation of knowledge represented by lexicalized concepts. The accumulation is described in a data structure comprised by a set of links between elemental lexicalized concepts. The folding together of these two perspectives on language use in design with the information processing theories of the mind afforded by the computational linguistics tools applied creates a new means to evaluate concept formation in design teams. The method suggests that analysis at a linguistic level can characterize concept formation even where process-oriented critiques were limited in their ability to uncover a formal design method that could explain the phenomenon.
