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Evaluating the Probabilistic side of Proactive Computing using Cognitive Modelling Methodology and the Statistical Inference of User’s Cognitive States
SHIRNIN, Denis; ZAMPUNIERIS, Denis
2014In Proceedings of 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing - London, UK
Peer reviewed
 

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Proceedings of ICCI*CC 2014 - The IEEE International Conference Series on Cognitive Informatics and Cognitive Computing 2014


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Keywords :
Cognitive modelling; Proactive Computing; Model evaluation; Cognitive inference engines
Abstract :
[en] In the following paper we present the work in progress, which aims to validate through theoretical and em- pirical study the probabilistic side of proactive computing. We choose the cognitive modelling methodology as an approach to implement the probabilistic inference of user’s cognitive states during online activity. We create four cognitive models, which simulate various cognitive states of a user during the task of online search of medical terminology. Additionally, we elaborate several potential scenarios, which may take place during the given task, and we associate these scenarios with our models as the integral elements of the proactive system behaviour. Ultimately, by applying the rules of the Bayesian statistics, we envision to test the principles of proactive computing in the frame of probabilistic approach.
Disciplines :
Computer science
Author, co-author :
SHIRNIN, Denis ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
ZAMPUNIERIS, Denis ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Language :
English
Title :
Evaluating the Probabilistic side of Proactive Computing using Cognitive Modelling Methodology and the Statistical Inference of User’s Cognitive States
Publication date :
2014
Event name :
ICCI*CC 2014 - The IEEE 13th International Conference Series on Cognitive Informatics and Cognitive Computing 2014
Event place :
London, United Kingdom
Event date :
18-20 August 2014
Audience :
International
Main work title :
Proceedings of 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing - London, UK
Publisher :
IEEE
ISBN/EAN :
978-1-4799-6080-4
Pages :
449-454
Peer reviewed :
Peer reviewed
Commentary :
Proceedings of ICCI*CC 2014 - The IEEE International Conference Series on Cognitive Informatics and Cognitive Computing 2014. Presented as a Poster.
Available on ORBilu :
since 25 August 2014

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