CISUC

The importance of retrieval in creative design analogies

Authors

Abstract

Analogy is an important reasoning process in creative design. It enables the generation of new design artifacts using ideas from semantically
distant domains. Candidate selection is a crucial process in the generation of creative analogies. Without a good set of candidate
sources, the success of subsequent phases can be compromised. Two main types of selection have been identified: semantics-based retrieval
and structure-based retrieval. This paper presents an empirical study on the importance of the analogy retrieval strategy in the domain of
software design. We argue that both types of selection are important, but they play different roles in the process.

Subject

Creative Systems

Related Project

ReBuilder - Intelligent Reuse of Software Objects

Journal

Knowledge Based Systems, Vol. 19, #7, pp. 480-488, November 2006

Cited by

Year 2013 : 1 citations

 Hung, E. C., & Choy, C. S. (2013). Conceptual Recombination: A method for producing exploratory and transformational creativity in creative works. Knowledge-Based Systems, 53, 1-12.

Year 2012 : 3 citations

 Diarmuid P. O’Donoghue and Mark T. Keane. A Creative Analogy Machine: Results and Challenges. In Procs. of Third International Joint Conference on Computational Creativity. Dublin, 2012.

 Lingling Meng1, Junzhong Gu2 and Zili Zhou. "A New Model of Information Content Based on Concept’s Topology for Measuring Semantic Similarity in WordNet1". International Journal of Grid and Distributed Computing Vol. 5, No. 3, September, 2012

 Ohsawa, Yukio, and Yoko Nishihara. "Theories for Innovative Thought and Communication." Innovators' Marketplace (2012): 59-76.

Year 2011 : 5 citations

 Feda Salah and Hassan Abdalla. "A knowledge-based system for enhancing conceptual design". Int. J. Computer Applications in Technology, Vol. 40, Nos. 1/2, 2011

 Yang, Cheng Jung, and Jahau Lewis Chen. "Accelerating preliminary eco-innovation design for products that integrates case-based reasoning and TRIZ method." Journal of Cleaner Production 19.9 (2011): 998-1006.

 Zhu, Zhiqiang, et al. "Literature review on the creativity of CBR applications." Artificial Intelligence Review (2011): 1-12.

 Zhu, Zhiqiang, Sev Nagalingam, and Hung-Yao Hsu. "TOWARD A CREATIVE PROBLEM-SOLVING METHODOLOGY WITH KNOWLEDGE PROVISION." Applied Artificial Intelligence 25.9 (2011): 836-881.

 Park, Wei-Jin, and Doo-Hwan Bae. "A two-stage framework for UML specification matching." Information and Software Technology 53.3 (2011): 230-244.

Year 2009 : 2 citations

 Ronnie Fagundes de Brito. "REFLEXÿES SOBRE O CONCEITO DE CRIATIVIDADE: sua relação com a biologia do conhecer". Ciências & Cognição 2009; Vol 14 (3): 204-213

  Nakamura J, Ohsawa. A shift of mind - Introducing a concept creation model. INFORMATION SCIENCES. 2009

Year 2008 : 2 citations

 Mougenot, Céline (2008) Modélisation de la phase d"exploration du processus de conception de produits, pour une créativité augmentée. Doctorat Génie industriel, Laboratoire Conception de Produits et Innovation, LCPI (Design & Innovation Lab). ParisTec. 2008

 Nakamura J, Ohsawa Y. "Insight or trial and error: Ambiguous items as clue for discovering new concepts in constrained environments". 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, SEP 03-05, 2008.