RT Journal Article
T1 Conceptual Representations for Computational Concept Creation
A1 Xiao, Ping
A1 León Aznar, Carlos
A1 Díaz Esteban, Alberto
A1 Francisco Gilmartín, Virginia
A1 Gervás Gómez-Navarro, Pablo
A1 Hervás Ballesteros, Raquel
A1 Battersby, Stuart
AB Computational creativity seeks to understand computational mechanisms that can be characterized as creative. The creation of new concepts is a central challenge for any creative system. In this article, we outline different approaches to computational concept creation and then review conceptual representations relevant to concept creation, and therefore to computational creativity. The conceptual representations are organized in accordance with two important perspectives on the distinctions between them. One distinction is between symbolic, spatial and connectionist representations. The other is between descriptive and procedural representations. Additionally, conceptual representations used in particular creative domains, such as language, music, image and emotion, are reviewed separately. For every representation reviewed, we cover the inference it affords, the computational means of building it, and its application in concept creation.
PB ACM Journals
SN 0360-0300
SN 1557-7341
YR 2019
FD 2019
LK https://hdl.handle.net/20.500.14352/92404
UL https://hdl.handle.net/20.500.14352/92404
LA eng
DS Docta Complutense
RD 9 abr 2025