Abstract
The adoption of case-based reasoning could be useful in the development of creative knowledge environments. In fact, it is one of the most suitable to reproduce decision making processes according to the reasoning by analogy paradigm. Given that analogies, and distant analogies in particular, are strictly connected to human creativity, case-based reasoning would result a good approach to provide knowledge artifacts with the capability to solve intrinsically creative problems. This is an important research topic in knowledge artifacts research: to this aim the paper will introduce CKS-Net, a conceptual and computational framework to manage with creative problems and domains, from both the theoretical and practical perspective.
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References
Franken, R.E.: Human Motivation, 3rd edn. Thomson Wadsworth, Belmont (1998)
Weisberg, R.: The study of creativity: from genius to cognitive science. Int. J. Cult. Policy 16(3), 235–253 (2010)
Gentner, D., Forbus, K.D.: Computational models of analogy. Wiley Interdisc. Rev. Cogn. Sci. 2(3), 266–276 (2011)
Goel, A.K.: Design, analogy, and creativity. IEEE Expert 12(3), 62–70 (1997)
Hummel, J.E., Holyoak, K.J.: Analogy and creativity: schema induction in a structure-sensitive connectionist model (2002)
Green, A.E., Kraemer, D.J., Fugelsang, J.A., Gray, J.R., Dunbar, K.N.: Neural correlates of creativity in analogical reasoning. J. Exp. Psychol. Learn. Memory Cogn. 38(2), 264 (2012)
Aamodt, A., Plaza, E.: Case-based reasoning: foundational issues, methodological variations, and system approaches. AI Commun. 7(1), 39–59 (1994)
Everett, M.G., Borgatti, S.P.: Extending centrality. Models Methods Soc. Netw. Anal. 35(1), 57–76 (2005)
Hemlin, S., Allwood, C.M., Martin, B.R.: Creative knowledge environments. Creat. Res. J. 20(2), 196–210 (2008)
Sartori, F., Melen, R.: Time evolving expert systems design and implementation: The KAFKA approach. In: KEOD 2015 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Part of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), vol. 2, Lisbon, Portugal, November 12–14, 2015, pp. 84–95 (2015)
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Sartori, F. (2017). Creative Knowledge Environments Promotion Through Case-Based Knowledge Artifacts. In: Garoufallou, E., Virkus, S., Siatri, R., Koutsomiha, D. (eds) Metadata and Semantic Research. MTSR 2017. Communications in Computer and Information Science, vol 755. Springer, Cham. https://doi.org/10.1007/978-3-319-70863-8_5
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DOI: https://doi.org/10.1007/978-3-319-70863-8_5
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