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Exploring User Experience and Affect to Enhance Creative Artificial Intelligence Systems

机译:探索用户体验和影响以增强创意人工智能系统

摘要

In recent years, Creative Artificial Intelligence Systems (CAIS) have transformed the nature of creative practices. This transformation has created a need for research on the importance of the human collaborator, the user experience (UX) and practical applications of CAIS.This dissertation addresses the need for research in this respect through three interrelated studies, that focus on supporting the collaboration between users and CAIS in the generation of creative artefacts. The first study investigates the adaptation of a research based autonomous CAIS within a practical design environment from a UX design perspective. This study focuses heavily on redefining modes of creative practice through co-creation with the system. The second and third studies broadly explore the role of affect in the creative process. Specifically, they focus on integrating an affective model within CAIS to acknowledge artistic intention and support the useru27s reflection and emotional expression throughout the creative process. These studies inform the future design and possible practical applications of CAIS within various domains, such as interactive art, art education, health & well-being and movement visualization.This dissertation enriches our understanding of practical uses of CAIS by emphasizing the role of the human collaborator through an exploration of affect and UX principles.
机译:近年来,创意人工智能系统(CAIS)改变了创意实践的性质。这种转变导致需要研究人类协作者的重要性,用户体验(UX)和CAIS的实际应用。本文通过三项相互关联的研究解决了这方面的研究需求,这些研究着重于支持合作伙伴之间的协作。用户和CAIS生成创意文物。第一项研究从用户体验设计的角度研究了在实际设计环境中基于研究的自主CAIS的适应性。这项研究主要致力于通过与系统的共同创建来重新定义创意实践的模式。第二和第三项研究广泛地探讨了情感在创造过程中的作用。具体来说,他们专注于在CAIS中整合情感模型,以认可艺术意图并在整个创作过程中支持用户的反思和情感表达。这些研究为CAIS在交互艺术,艺术教育,健康与福祉以及运动可视化等各个领域的未来设计和可能的实际应用提供了参考。本文通过强调人类的作用,丰富了我们对CAIS实际用途的理解。通过对情感和用户体验原理的探索来合作。

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    Salevati Sara;

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  • 年度 2015
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