Bachelor programmes

• New Media Design (English)
• Embedded Systems (Swedish)
• Software Engineering and Mobile Platforms (Swedish)
• Networking, Infrastructure and Cyber Security (Swedish)

New Media Design (3 years)

ju.se/nmd

Master programmes

• User Experience Design (1 year) (English)
• AI Engineering (2 years) (English)
• Master of Science in Engineering (AI) (3+2 years) (Swedish+English)

User Experience Design (1 year)

ju.se/ux

Cybersecurity (1 year)

AI Engineering (2 years)

Research

• Jönköping AI Lab (JAIL)
• Enterprise Engineering
• Human-Computer Interaction and User Research
• Cyber and Information Security
• IoT
• ...

Detta kanske ska slås ihop med ovan?

Jönköping AI Lab – JAIL

• ~20 researchers in:
  • Machine learning
  • Data mining and knowledge discovery
  • Human-centered AI
  • Explainable AI
  • Ontologies, knowledge rep. and semantic web technologies
  • AI Transformation
  • Visualization and HCI

JAIL example 1/3 -
Explainable AI and interpretable ML

• Explainable methods from black-box AI systems
• Ongoing projects include:
  • EXPLAIN (Evaluation of Explainable Artificial Intelligence, Swedish Research Council)
  • XAI-Pro (Explainable AI for product and service development, The Knowledge Foundation)

JAIL example 2/3 -
Conformal prediction

• Conformal prediction with guaranteed performance
• Well-calibrated Venn predictors
• Enhanced explanations with visual uncertainty quantification
• Conformal predictive decision making
• Ongoing projects include:
  • AFAIR (8 years, The Knowledge Foundation)

JAIL example 3/3 - Knowledge rep. and Automatic product reconition

• Multimodal models (image+text)

• Ontology and semantic web technology for: lighting products, legal documents,...

• Autonomous agents for intelligent systems

Enterprise Engineering

• Business and IT alignment

• Digitalization and digital transformation

• Enterprise architecture

• Enterprise modeling

• Method engineering

• Quantified products

Human-Computer Interaction

• User modeling
• Recommender systems
• Personalization
   
• Ongoing project: Skara Guardian Angel (Vinnova), AMUSE

Information and Cyber Security

• Main interests
  • Human factors in cyber security
  • Information Security Risk Management in practice
    • Information classification
  • Information Security Training
• Ongoing project: VISKA (Tool support for adaptive information classification,  The Swedish Civil Contingencies Agency)

IoT (Andreas, Crowd Mapper)

• Bullet One
• Bullet Two
• Ongoing project: Crowd Mapper (Vinnova)

Algorithms and Complexity, AI

• Main interests:
  • Non-monotonic reasoning
  • Abduction, argumentation, belief revision
  • Algebraic Tools for complexity analysis
  • Enumeration complexity
  • Computational complexity theory
  • Parameterized complexity
  • Exponential time complexity

• Ongoing project: Faster algorithms and lower bounds for non-monotonic reasoning (Swedish Research Council)