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SUMMARY:Emotion-aware yet knowledge-driven computer systems. Recent work f
 rom the AfCAI group. - Prof. Grzegorz J. Nalepa (AGH University of Science
  and Technology)
DTSTART:20191024T121500Z
DTEND:20191024T130000Z
UID:TALK133810@talks.cam.ac.uk
CONTACT:Indigo Orton
DESCRIPTION:Abstract: In this short talk we will discuss research aimed at
  the integration of emotion interpretation methods with personalized decis
 ion support systems. Following non-cognitive models of emotions\, our dete
 ction methods use physiological readings from wearable and mobile devices.
  Furthermore\, we also use affective face expression analysis. We assume t
 he use of the context-aware systems paradigm\, where user affect is just o
 ne of the many dimensions of context. We analyze the affective data using 
 the AWARE platform. For personalized decision support\, we propose an unde
 rstandable and explainable rule-based reasoning layer. In the talk we disc
 uss selected tools we developed\, as well as our recent experiments in aff
 ective computing oriented on personalization. In these experiments we use 
 computer games as a controlled environment for affective stimulation.\n\nG
 rzegorz J. Nalepa (http://GJN.re) is an engineer with degrees in computer 
 science - artificial intelligence\, and philosophy. He formulated the eXte
 nded Tabular Trees rule representation method\, as well as the Semantic Kn
 owledge Engineering approach. He authored a book "Modeling with Rules usin
 g Semantic Knowledge\nEngineering" (Springer 2018). He co-edited a book "S
 ynergies Between Knowledge Engineering and Software Engineering" (Springer
  2018). He co-authored over 150 research papers in international conferenc
 es and journals. He coordinates GEIST - Group for Engineering of Intellige
 nt Systems and Technologies (http://GEIST.re)\, and cooperates with AGH Un
 iversity and Jagiellonian University in Krakow\, Poland. He is a member of
  Polish Artificial Intelligence Society (PSSI)\, IEEE\, Italian Artificial
  Intelligence Society (AI*IA) and KES. His recent interests include contex
 t-aware systems\, affective computing and explainable AI. He organised two
  editions of the AfCAI workhop on affective computing in Murcia (2016) and
  Valencia (2018)\, and the first edition of the XAILA workshop on explaina
 ble AI and law on the JURIX conference in Groningen (2018).
LOCATION:SS03 Meeting Room\, Computer Laboratory
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