Jeroen Keppens
• United Kingdom
• research
Current: Lecturer, King's College London, University of London
Past:
Postdoctoral Research Associate, University of Wales, Aberystwyth
Postdoctoral Research Associate, The University of Edinburgh
United Kingdom
Jeroen Keppens
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Address: United Kingdom
Current:
- Lecturer at King's College London, University of London
Past:
- Postdoctoral Research Associate at University of Wales, Aberystwyth
- Postdoctoral Research Associate at The University of Edinburgh
Education:
- King's College London, U. of London
- The University of Edinburgh
People Network: 17
Industry: Research
Websites:
Jeroen Keppens’s Summary
My primary research interest involves the (semi-)automated construction of models of real-world systems/scenarios. The ultimate aim of these techniques is the development of systems that enable the identification of the system or scenario that caused observed behaviours, symptoms or evidence.
One aspect of this work involves the development of knowledge representation formalisms to represent model construction knowledge and corresponding inference mechanisms. One approach, in which I am particularly interested, known as compositional modelling, involves representations of modelling knowledge in the form of partial models or model fragments, and inference mechanisms that aim to compose these model fragments into complete models that meet certain requirements.
Another aspect of this work involve ranking models based on their relative adequacy or plausibility. To tackle this issue, I have adapted and employed constraint satisfaction techniques, Bayesian networks, qualitative reasoning approaches and symbolic preference calculi.
Recently, I have applied this work to the ecological modelling and serious crime investigation domains. The objective of my work in the former domain was the development of a repository of ecological models. The objective of my work in the latter domain is the development of decision support systems that aid serious crime investigators.
Jeroen Keppens’s Specialties:
Artificial intelligence, knowledge representation, inference, diagnosis, truth maintenance, approximate reasoning, qualitative reasoning, rule-based systems, model based reasoning.
Lecturer
King's College London, University of London
(Educational Institution; Research industry)
January 2006 — Present (2 years 5 months)
Eductional Details:
King's College London, U. of London
PGCAP, Academic Practice (University Teaching), 2006 — 2007
Jeroen Keppens’s Contact Settings
Interested In:
- job inquiries
- expertise requests
- business deals
- reference requests
- getting back in touch
Additional Information
Jeroen Keppens’s Websites:
- My Website
Jeroen Keppens’s Interests:
Artificial intelligence and law, knowledge based systems, evidential reasoning, diagnosis, model construction, qualitative reasoning, approximate reasoning