About our Research

Our current research focuses on a wide range of topics in AI and Data Science, and it is organised in four research units.

  • Knowledge Representation
    • Description Logics
    • Ontologies
    • Knowledge Graphs
      • Standardisation of modelling languages
    • Knowledge Representation languages
  • Knowledge and Data
    • Ontology-based Data Access
      • semantic-based intelligent access to data
    • Knowledge-based Data Management
      • intelligent information system deployment and maintenance
    • Conceptual Modelling
      • conceptual and ontology modelling for system design;
      • intelligent information systems that combine data, information, knowledge, and processes.
    • Data Science
      • data preparation
      • semantic interoperability and data integration;
      • data preparation for analytics based on semantic metadata;
      • database restructuring to enable intelligent business processes;
    • Neuro-symbolic approaches
  • Knowledge in Time and Processes
    • Temporal and Action Languages
    • Process Mining and Analysis
    • Predictive Process Monitoring
    • Artificial Intelligence for Process Science
  • Knowledge and Cognition
    • Creativity
    • Natural Language Processing
    • Knowledge-driven Multi-Modal Interfaces
      • natural language interfaces to knowledge
    • Foundational Ontologies
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