人工智能辅助个人情感物理化的设计探索
IEEE computer graphics and applications
|September 26, 2025
概括
人工智能有助于设计有形的个人情感表示,称为个人情感物理化. 这项研究探讨了人工智能与人类的共同创造,揭示了对创意过程的洞察力以及情感驱动设计的未来研究方向.
科学领域:
- 人与计算机的交互
- 情感计算是一种情感计算.
- 设计研究 设计研究
背景情况:
- 个人情感体现包括通过有形形式表达情绪.
- 由于情绪的抽象性,设计这些物理数据表示具有挑战性.
- 人工智能 (AI) 在情绪检测和设计辅助方面显示出潜力.
研究的目的:
- 探索人工智能辅助的设计机会,以实现个人情感物理化.
- 在情感表示设计中调查人工智能-人类共同创造的动态.
- 确定这个领域的挑战和未来的研究议程.
主要方法:
- 采用研究设计的研究方法.
- 开发了PhEmotion,这是一个将LLM提取的情感值集成到参数文物设计中的工具.
- 对14名参与者进行了实验室研究,比较了人工智能支持和不支持的文物创作.
主要成果:
- 观察到参与者的创意策略和创造意义的过程中的变化.
- 记录了参与者在共同创作期间对人工智能支持的看法.
- 确定了人工智能与人类共同创造过程中的关键紧张关系.
结论:
- 人工智能可以协助设计个人情感物理化.
- 人工智能与人类的共同创造带来了细微的挑战和机遇.
- 这些发现为未来人工智能辅助情感表现设计的研究提供了信息.
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