Evoluted Human Machine Interactions

Information

Aim and objective

• To acquire the essential skills for developing applications that allow intuitive interactions according to the user and to the context
• To illustrate the concepts of a proactive behavior and/or adapted information that would propose an advanced HMI, even without any explicit user request
• To illustrate these concepts on concrete examples
• Introduction to research (state of the art, modelling and solving a scientific problem, ...)

Outcome learning

• INSA reference data :
  • CNISF reference data :
    • J10A [3P]
  1 - Notion, 2 - Concept, 3 - Application, I - fully, P - incomplete

  Course description

  • Formal models for interaction (automata, HMM, MAS, seq2seq, graphs, ...)
  • Virtual and Augmented Reality (human-agent/robot interaction, mixed communities, ubiquitous computing, ...)
  • Behavioral capture (gesture and facial expression recognition, learning of user profile, ...)
  • Interactions (chatbots, embodied conversational agents, opinion mining, sentiment analysis, social network analysis)

  Prerequisites

  Bibliography

  Assessment

  • Exam : 1/3
  • Bibliographical survey : 1/3
  • Project : 1/3