Explainable Artificial Creativity
Explainable Artificial Creativity
批准号:
DP220101223
负责人:
Prof Jon McCormack
金额:
$28.77万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2022
资助国家:
澳大利亚
项目状态:
未结题
起止时间:
2022-03-01 至 2025-02-28
中文摘要
该项目旨在为创造性人工智能系统开发可解释的模型,使它们与人类共同创造者之间的互动更加富有成效和令人满意。这将通过持续不断的交流促进人类和机器的创造力,通过自动化思维和更先进的人机协作产生高质量的创造性成果。建议的技术将与创意专业人员验证,确保实际的行业相关性。我们期望结果包括自动生成有说服力的解释的新方法,包括创造性人工智能系统和用户之间对话的新形式的沟通,以及对创造性人工智能系统可解释性的一般方面的新理解。
英文摘要
This project aims to develop explainable models for creative AI systems which enable more productive and satisfying interactions between them and their human co-creators. This will boost both human and machine creativity through sustained, ongoing exchanges, leading to high-quality creative outcomes via automated ideation and more advanced human-machine collaborations. The proposed techniques will be validated with creative professionals, ensuring practical industry relevance. We expect the outcomes to include new methods that automatically generate persuasive explanations, new forms of communication including dialogues between creative AI systems and users, and new understanding of general aspects of explainability for creative AI systems.
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