CCDSF: A Computational Creative Design Systems Framework

Autor:	Wendy Aguilar, Jesús Pérez-Romero
Rok vydání:	2020
Předmět:	Research design Computational creativity Computer Networks and Communications Computer science media_common.quotation_subject Autonomous agent 02 engineering and technology Creativity computer.software_genre Theoretical Computer Science Hardware and Architecture Human–computer interaction 020204 information systems Schema (psychology) Situated 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Collaboration Architecture computer Software media_common
Zdroj:	New Generation Computing. 38:673-711
ISSN:	1882-7055 0288-3635
DOI:	10.1007/s00354-020-00109-9
Popis:	From a mixed perspective of the fields of computational creativity and design research, we present a formal framework called Computational Creative Design Systems Framework (CCDSF) for describing, analyzing, and modeling Computational Creative Design Systems (CCDSs), either as autonomous agents or as collaborative systems integrating different agents, including both pure computational and human–computer scenarios. The CCDSF extends and unifies three existing frameworks: (i) the Function–Behavior–Structure framework for designing, to integrate design domain-specific knowledge; (ii) the Creative Systems Framework, to model design as a creative process; and (iii) the Conceptual Spaces Theory framework, to define the CCDSF at a more neutral level to be compatible with both the conceptual-space nature of the creative process and the implementation-level representation systems. The CCDSF core is a layered schema that structures the activity of designing through design concepts produced by design processes instrumented by agent-specific perception and action strategies, within a hierarchy of what we call design levels. Each layer of the schema constitutes a creative system that can implement exploratory, combinational, and transformational creativity mechanisms, including the possibility of defining the system at a meta-creative level. The hierarchical arrangement of creative systems defines the architecture of a CCDS. This architecture enables modeling CCDSs considering both the perspective of the generation and evaluation of artifacts that could be deemed creative and the precise modeling of the cognitive process of design, emphasizing its situated nature. To illustrate its usefulness, in the last part of this paper, we use the proposed framework to describe a real system in the videogame design domain.
Databáze:	OpenAIRE
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