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Augmented Cognition: Attention and Uncertainty Representation

Augmented Cognition: Attention and Uncertainty Representation. Misha Pavel, Guoping Wang, Kehai Li Oregon Health and Science University pavel@ece.ogi.edu. Performance Constrained by Cognitive Limitations. Memory Logical reasoning abilities Illusions Perceptual Cognitive

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Augmented Cognition: Attention and Uncertainty Representation

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  1. Augmented Cognition: Attention and Uncertainty Representation Misha Pavel, Guoping Wang, Kehai Li Oregon Health and Science University pavel@ece.ogi.edu

  2. Performance Constrained by Cognitive Limitations • Memory • Logical reasoning abilities • Illusions • Perceptual • Cognitive • Coordinate transformation • Ability to predict and anticipate states and actions • Information fusion • Decision – combining utilities, uncertainties • Abstract sources • Attentional limitations M. Pavel - PNNL March 8, 2002

  3. Traditional Solutions • Traditional Solutions • Cognitive aids • Checklists • Mnemonic aids (Coffee cup) • Alerts • Training and rote learning • Divide and conquer – Team of operators/agents • Augmented Cognition • Model the cognitive limitation • Develop systems to amplify the ability M. Pavel - PNNL March 8, 2002

  4. Principled Approach to Cognitive Amplification • Identify limitations • Quantify – Model the limitations • Develop amplifying principles • Information compression • re-mapping- visualization • Information fusion • Memory/context enhancemet • Measure amplification • Develop amplifying technology M. Pavel - PNNL March 8, 2002

  5. Inputs Attention Processes Divided Attention CognitiveResource (workload) ResponseGeneration Perceptual Filter Cognitive Process Response Allocation Throughput Multimodal Augmenting attentionby improving M. Pavel - PNNL March 8, 2002

  6. Conceptual Architecture Task Signal Processing Estimation Salience Optimization Utility DISPLAY Attention Estimation Physiological Behavioral Monitoring Fusion Stress Workload Visualization Salience M. Pavel - PNNL March 8, 2002

  7. Pilot Experiments: Search for a Known Target Search for the letter L Search Duration vs. Number Decoys 40 Response Time (sec) 0 16 32 0 Number of Distractors M. Pavel - PNNL March 8, 2002

  8. Representation of Uncertainty M. Pavel - PNNL March 8, 2002

  9. End M. Pavel - PNNL March 8, 2002

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