Adaptive modelling of human responses in complex interaction

复杂交互中人类反应的自适应建模

• 批准号: DP190102919
• 负责人: Prof Tamás (Tom) Gedeon
• 金额: $ 27.38万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2019
• 资助国家: 澳大利亚
• 起止时间: 2019-08-30 至 2024-06-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP190102919
• 关键词: Adaptive; modelling; human; responses; complex

This project aims to combine strengths of human cognition and evolutionary computing to efficiently solve problems which neither can do alone. The project will develop techniques combining advanced non-intrusive sensor measures of behaviour and emotional reaction in interaction tasks to enable high level computer support for human goal seeking, in complex data and design environments. This project will allow non-expert users to use tools normally requiring extensive training in settings where the user can 'see' when they get something they like but do not know how to instruct a computer system to show or do it. Applications of the project will include visualisation for bespoke manufacturing or for high dimensional data, generating abstract art, or improving teleconferencing systems.

该项目旨在结合人类认知和进化计算的优势，有效解决两者单独无法解决的问题。该项目将开发结合先进的非侵入式传感器测量交互任务中的行为和情绪反应的技术，以便在复杂的数据和设计环境中为人类目标寻求提供高级计算机支持。该项目将允许非专家用户使用通常需要大量培训的工具，用户可以“看到”他们何时得到他们喜欢的东西，但不知道如何指示计算机系统显示或执行它。该项目的应用将包括定制制造或高维数据的可视化、生成抽象艺术或改进电话会议系统。