Intelligent interaction
Introduction
Intelligent Interaction is a multidisciplinary topic in which computer science meets social science to investigate, design and evaluate novel forms of multimodal human-computer interaction.
Research in Intelligent Interaction concerns the perception-action cycle of understanding human behaviours and generating system responses, supporting an ongoing dialogue with the user. Understanding the user –by automated evaluation of speech, pose, gestures, touch, facial expressions, social behaviours, interactions with other humans, bio-physical signals and all content humans create– should inform the generation of intuitive and satisfying system responses. By understanding how and why people use interactive media, interactive systems can be made more socially capable, safe, acceptable and fun. Evaluation of the resulting systems generally focuses on the perception that the user has of them and the experience that they engender. These issues are investigated through the design, implementation, and analysis of systems across different application areas and across a variety of contexts.
Example application areas include social robots; tangible and tactile interaction; conversations with intelligent (virtual) agents; mobile coaches and multimodal training games, brain-computer interfaces and more.
Suggested topics
Natural language processing: sentiment analysis
Spoken conversations with robots or virtual agents
Automatic language generation
Brain-computer interfaces
Emotion detection using physiological signals
Smart sports exercises
Feelings of closeness in human-robot interaction
Social media chatbot robot for elderly’s social connectedness
Content analysis of quarantine + robots
Interactive visualisation of book publication history
Knowledge graph construction and exploration
Large-scale hierarchical clustering of bibliographic records
Author name disambiguation
Biosensing for online wellness
Information
For further information on the content of this track, you may contact the track chair: Mariët Theune