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201104 cubic

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  • Transcript

    • 1. BUILDING AN EMOTION RECOGNITION FRAMEWORKJavier Gonzalez-Sanchez, Maria-Elena Chavez-Echeagaray CUbiC Seminar Series presentation | April 2011
    • 2. FRONT-END | | BACK-END Software Affective Architecture Computing proof-of-concept emotion recognition VS reusable platform
    • 3. EMOTION RECOGNITION AffectivePerception Computing Sensing Devices emotion recognition
    • 4. Gonzalez-Sanchez, J.; Chavez-Echeagaray, M.E.; Atkinson, R.; and Burleson, W. (2011), "ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework," inProceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
    • 5. BUILDING | FRAMEWORK It is NOT about Tools programming Software ArchitectureFramework Building proof-of-concept VS reusable platform API
    • 6. FRAMEWORK
    • 7. Sensing Devices Sensed Values Data Logger Beliefs Data Visualizer Emotional State Tutoring Systems Confidence Third-party Agent Agent Systems Agent Multimodal President Third-party Systems Agent-BasedComponent-oriented Third-party Architecture SystemsEmotion Recognition Framework Agent Federation
    • 8. Gonzalez-Sanchez, J.; Chavez-Echeagaray, M.E.; Atkinson, R.; and Burleson, W. (2011), "ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework," inProceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
    • 9. Gonzalez-Sanchez, J.; Chavez-Echeagaray, M.E.; Atkinson, R.; and Burleson, W. (2011), "ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework," inProceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
    • 10. Gonzalez-Sanchez, J.; Chavez-Echeagaray, M.E.; Atkinson, R.; and Burleson, W. (2011), "ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework," inProceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
    • 11. EXAMPLE 1
    • 12. EXAMPLE 1 Third-party Systems VISUALIZERgaze-x, gaze-y, time frustration threshold = 0.75
    • 13. EXAMPLE 1
    • 14. EXAMPLE 2
    • 15. EXAMPLE 2t1/4 t2/4 t3/4 t4/4
    • 16. Gonzalez-Sanchez, J.; Chavez-Echeagaray, M.E.; Atkinson, R.; and Burleson, W. (2011), "ABE: An Agent-Based Software Architecture for a Multimodal Emotion Recognition Framework," inProceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
    • 17. ONGOING WORK• Affective Meta Tutor Kurt VanLehn, Winslow Burleson, et al.• Seductive Details (Instructional Design) Robert Atkinson, et al.• Emotions and Working Memory Capacity Robert Atkinson, et al.• 3D scenarios for training (US Navy) Robert Atkinson, Brian Nelson, et al.• BCI Robert Atkinson, David Gibson, et al.

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