Emotion-Aware Systems and Human-Centered AI

The field of artificial intelligence is moving towards the development of more human-centered and emotion-aware systems. Research is focusing on creating systems that can understand, recognize, and express human emotions, leading to more effective human-computer interaction. This trend is evident in the development of emotion-aware conversational agents, intelligent agents with emotional intelligence, and human-centered artificial social intelligence.

These advancements have the potential to transform various aspects of human life, including online shopping, healthcare, education, and social interactions. Noteworthy papers in this area include one on emotion-aware conversational recommender systems, which explores how an emotion-aware conversational agent can improve the online shopping experience, and another on human-centered artificial social intelligence, which introduces a comprehensive framework for developing socially intelligent AI systems.

Overall, the field is shifting towards a more human-centered approach, prioritizing emotional intelligence, social understanding, and transparency in AI systems. This shift is expected to lead to more responsible and beneficial AI applications in the future.

Sources

Motivational Climate Effects on Communications, Emotional-Social States, and Performance in Collaborative Gaming Environment

Emotion-Aware Conversational Recommender Systems: a Case Study

The 2nd Workshop on Human-Centered Recommender Systems

The Making of Digital Ghosts: Designing Ethical AI Afterlives

Intelligent Agents with Emotional Intelligence: Current Trends, Challenges, and Future Prospects

Human-Centered Artificial Social Intelligence (HC-ASI)

Linking Opinion Dynamics and Emotional Expression in Online Communities: A Case Study of COVID-19 Vaccination Discourse in Japan

Built with on top of