Deep-Deploying Imagination in Creative Computer for Dependent System Design
Imagination is a fundamental element for creativity and innovation across multiple disciplines. However, existing frameworks often lack a structured approach to effectively integrate imagination into creative computing. This paper presents the Three-Tier Classification of Science (TTCS) framework, which categorises imagination into three types: sensory, epistemic, and collaborative. These categories are mapped to distinct disciplinary applications, such as natural sciences, arts, and interdisciplinary studies. The proposed framework introduces a deep-deploying strategy to embed these types of imagination into a modular system architecture, enhancing adaptive and responsive features necessary for dependent system design. Through deep integration of imagination-driven components, the TTCS framework supports dynamic user engagement and context-sensitive adjustments. The effectiveness of this approach is demonstrated via a prototype system for art design, where sensory and epistemic imagination enable detailed exploration, while collaborative imagination facilitates interdisciplinary collaboration. The proposed framework provides a structured pathway for creative computing applications and has potential implications for fields like engineering, social sciences, and computational modelling.
Authors
- Hongji Yang
- Zhongxi Lu
- Zisen Zhou (ORCID: https://orcid.org/0000-0001-6122-5586)
- Chong Zeng (ORCID: https://orcid.org/0009-0004-6373-6848)
- Yun Zhang (ORCID: https://orcid.org/0000-0001-9457-7801)
Institutions
- University of Leicester (GB)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/dsa63982.2024.00062
- Citations
- 1
- Primary Topic
- Artificial Intelligence in Games
- Type
- article
- Field-Weighted Citation Impact
- 0.35