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The document describes a framework for building an emotion recognition system. It proposes an agent-based software architecture called ABE that uses multiple sensors to perceive emotions. ABE includes agents that process sensor data, infer emotional states, and interface with other systems. The framework is intended to be reusable across different applications like tutoring systems, data visualization, and more.
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- 1. BUILDING AN EMOTION RECOGNITION FRAMEWORK Javier 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 Affective Perception 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," in Proceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
- 5. BUILDING | FRAMEWORK It is NOT about Tools programming Software Architecture Framework 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-Based Component-oriented Third-party Architecture Systems Emotion 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," in Proceedings 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," in Proceedings 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," in Proceedings of Working IEEE/IFIP Conference on Software Architecture (June 2011), in press.
- 11. EXAMPLE 1
- 12. EXAMPLE 1 Third-party Systems VISUALIZER gaze-x, gaze-y, time frustration threshold = 0.75
- 13. EXAMPLE 1
- 14. EXAMPLE 2
- 15. EXAMPLE 2 t1/4 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," in Proceedings 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.