• Trusted Collective Intelligence through Norms, Ontologies and Provenance

    Project ID: STAI-CDT-2023-KCL-12
    Themes: AI Provenance, Norms
    Supervisor: Prof Elena Simperl, Dr Timothy Neate

    Collective intelligence (CI) communities are among the greatest examples of collaboration, capability, and creativity of the digital age. CI communities allow large groups of individuals to work together towards a shared...

    Read more

  • Creating and evolving knowledge graphs at scale for explainable AI

    Project ID: STAI-CDT-2022-KCL-1
    Themes: AI Provenance, Argumentation, Verification
    Supervisor: Prof Elena Simperl

    Knowledge graphs and knowledge bases are forms of symbolic knowledge representations used across AI applications. Both refer to a set of technologies that organise data for easier access, capture information about people,...

    Read more

  • Trustful Ontology Engineering and Reasoning through Provenance

    Project ID: STAI-CDT-2021-KCL-12
    Themes: AI Provenance, Logic
    Supervisor: Albert Meroño Peñuela

    Ontologies have become fundamental AI artifacts in providing knowledge to intelligent systems. The concepts and relationships formalised in these ontologies are frequently used to semantically annotate data, helping...

    Read more