Agent Cognition

Introduction............................................................................................................138 Example Application Domains .........................................................................141 Terminology and Cognitive Factors ..................................................................141 Embodiment vs. Artifact ...................................................................................142 Monolothic vs. Multi-Agent Systems ...............................................................142 Explanation, Control, and Error ........................................................................144 Explanation in Recommender Systems........................................................144 Explanation in Expert Systems ....................................................................145 Automation and Error...................................................................................145 Situation Awareness ..........................................................................................146 SA-Based Agent Transparency.....................................................................146 Trust, User Experience, and System Perceptions..............................................146 Cognitive Load..................................................................................................147 Cognitive Refection..........................................................................................147 Reported and True Domain Knowledge............................................................147 Introduction to Task Paradigms.........................................................................148 Movie Recommendation Methodology .................................................................149 Task and User Interface Design ........................................................................149 Agent Design.....................................................................................................150 ECR Manipulation ............................................................................................150 Explanation Manipulation ............................................................................151 Control Manipulation ...................................................................................151 Error Manipulation.......................................................................................151 Procedure...........................................................................................................151 Accommodating Subjective Decision Making..................................................152 Diner’s Dilemma Methodology .............................................................................152 Task and User Interface Design ........................................................................153 Agent Design.....................................................................................................154 ECR Manipulation ............................................................................................156 Explanation Manipulation ............................................................................156