Please use this identifier to cite or link to this item:
|Title:||Towards a Computational Case-Based Model for Creative Planning||Authors:||Macedo, Luís
Pereira, Francisco C.
|Keywords:||Creative planning; Computational case-based model; Musical composition||Issue Date:||Nov-1996||Citation:||MACEDO, Luís [et. al] - Towards a computational case-based model for creative planning. In: European Workshop on Cognitive Modelling. Berlin: [s.n.], 1996. p. 170-178.||Serial title, monograph or event:||European Workshop on Cognitive Modelling||Place of publication or event:||Berlin||Abstract:||This paper describes a computational case-based model for the creative planning process. Our approach is inspired in Wallas’ model for the creative process in that we consider that creativity involves a sequence of four stages: preparation, incubation, illumination and verification. Preparation includes problem acquisition and assimilation of background knowledge, which is represented by cases, i.e., documented past experiences. With the aim of achieving a flexible knowledge representation, as a means to potentiate specific creative abilities like Fluency, Synthesis and Analysis, we structure each case as a network of hierarchically and temporally related case pieces. These case pieces can be considered individually, providing better recombinations of them. These recombinations, rather than made by chance, are guided by those hierarchical and temporal case piece relations (or explanations). We explain the role of opportunistic knowledge acquisition at the incubation stage. We sustain that illumination may comprise recursive calls of the sequence of the first three stages. This computational model is implemented in the system INSPIRER (ImagiNation1 taking as Source Past and Imperfectly RElated Reasonings). An application in musical composition domain is presented. We also show how a musical composition task may be cognitively modelled and treated as a planning task. We also present a short example illustrating how INSPIRER generates music.||URI:||http://hdl.handle.net/10316/27706||Rights:||openAccess|
|Appears in Collections:||FCTUC Eng.Informática - Artigos em Livros de Actas|
Show full item record
Files in This Item:
|Towards a Computational .pdf||89.49 kB||Adobe PDF||View/Open|
checked on Feb 18, 2020
checked on Feb 18, 2020
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.