📚︎ Affective Perception and Multimodal Interaction

• Facial expression recognition and micro‑expression analysis

• Speech emotion recognition and prosodic modeling

• Physiological signal‑based emotion decoding (EEG, ECG, EDA, etc.)

• Multimodal affective information fusion and alignment

• Context‑aware affective understanding

• Affective tracking and prediction in dynamic scenes

• Cross‑cultural emotional expression and recognition

• Construction and annotation of affective datasets

📚︎ Affective Cognition and Theory‑of‑Mind Modeling

• Interactive mechanisms between emotion and cognition

• Empathy computing and theory of mind

• Affective memory and personalized modeling

• Social emotions and group emotional evolution

• Commonsense‑driven emotional reasoning

• Modeling the interplay between emotion and decision‑making

• Long‑term affective dynamics and emotional state transitions

• Brain‑inspired affective processing mechanisms

📚︎ Affective Generation and Human‑Machine Empathy

• Empathetic dialogue systems and affective interaction

• Text‑based affective generation and style control

• Speech emotion synthesis and expressive rendering

• Facial expression generation and virtual human interaction

• Affective story generation and creative writing

• Emotional coherence in multi‑turn interactions

• Personality modeling and adaptive affective feedback

• Mechanisms for building human‑machine emotional trust

📚︎ Cross‑Disciplinary Applications and Governance of Affective Computing

• Affective diagnosis and intervention in smart healthcare

• Affective cognition and personalized learning in intelligent education

• Emotion monitoring in smart cockpits and driving scenarios

• Mental health assessment and intelligent companionship

• Affective adaptability in human‑robot collaboration

• Fairness and bias mitigation in affective computing

• Privacy protection and ethical governance of affective data

• Explainability and trustworthy evaluation of affective AI