Computational Linguistics - Summarization
Making sense of engineering design review activities
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Special Issue: Design Computing and Cognition
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Advanced Engineering Informatics
A deep insight in chat analysis: collaboration, evolution and evaluation, summarization and search
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
EC-TEL'10 Proceedings of the 5th European conference on Technology enhanced learning conference on Sustaining TEL: from innovation to learning and practice
Automatic assessment of collaborative chat conversations with PolyCAFe
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
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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.