题名: | Visualization Techniques for Transparent Human-Agent Interface Designs. |
作者: | Cha, J.; Barnes, M.; Chen, J. Y. |
关键词: | Data displays, Graphical user interface, Systems engineering, Situational awareness, User interface engineering, Cognitive systems engineering, Human factors engineering, Artificial intelligence, Visualization, Intelligent agents, Situation-awareness-based agent transparency model, Sat model, Human factors, Displays |
摘要: | The report outlines various visualization techniques as the basis for enabling intelligent agent (software) transparency. We discuss visualizations as vehicles to capture the dynamics of the system being portrayed to give a human operator insight into the agents plans, logic, and expected outcomes (including uncertainties). Various techniques such as ecological interface designs, sensemaking, and storytelling are discussed with exemplars to indicate possible usages. General design principles are then explicated including principles for displaying uncertainty and are tied to a Situation-Awareness-based Agent Transparency (SAT) model. Techniques and their experimental results related to SAT projects are discussed to indicate the variety of SAT visualization solutions for diverse Department of Defense research programs. |
报告类型: | 科技报告 |