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Methods and tools for affectaware intelligent tutoring sysyems

Projekt ma na celu opracowanie nowych mechanizmów interpretacji stanów emocjonalnych (ang. affect-awareness) dedykowanych dla Inteligentnych Systemów Uczących (ITS), w tym opracowanie algorytmów rozpoznawania emocji, mechanizmów zarządzania niepewnością i sterowania opartych o informacje o stanie afektywnym ucznia. Korzyści Politechniki Gdańskiej z realizacji projektu to wzrost kompetencji w zakresie informatyki afektywnej (ang. affective computing), w której to dziedzinie nie ma jeszcze ośrodka badawczego w Polsce. Ponadto publikacje będące rezultatem projektu wejdą w skład dorobku niezbędnego do habilitacji adiunktów zaangażowanych w realizację projektu.

Details

Project's acronym:
AFFITS
Financial Program Name:
Norweski Mechanizm Finansowy
Organization:
Narodowe Centrum Badań i Rozwoju (NCBR) (The National Centre for Research and Development)
Agreement:
Pol-Nor/20960/108/2015 z dnia 2015-06-23
Realisation period:
2015-04-01 - 2017-04-30
Project manager:
dr hab. inż. Agnieszka Landowska
Realised in:
Department of Software Engineering
Project's value:
393 065.00 PLN
Request type:
International Research Programmes
Domestic:
International project
Verified by:
Gdańsk University of Technology

Papers associated with that project

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Catalog Projects

Year 2021

  • Keystroke Dynamics Patterns While Writing Positive and Negative Opinions
    Publication

    - SENSORS - Year 2021

    This paper deals with analysis of behavioural patterns in human–computer interaction. In the study, keystroke dynamics were analysed while participants were writing positive and negative opinions. A semi-experiment with 50 participants was performed. The participants were asked to recall the most negative and positive learning experiences (subject and teacher) and write an opinion about it. Keystroke dynamics were captured and...

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Year 2019

  • Scoreboard Architectural Pattern and Integration of Emotion Recognition Results
    Publication

    - IEEE Access - Year 2019

    This paper proposes a new design pattern, named Scoreboard , dedicated for applications solving complex, multi-stage, non-deterministic problems. The pattern provides a computational framework for the design and implementation of systems that integrate a large number of diverse specialized modules that may vary in accuracy, solution level, and modality. The Scoreboard is an extension of Blackboard design pattern and comes under...

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  • Uncertainty in emotion recognition
    Publication

    - Journal of Information, Communication and Ethics in Society - Year 2019

    Purpose–The purpose of this paper is to explore uncertainty inherent in emotion recognition technologiesand the consequences resulting from that phenomenon.Design/methodology/approach–The paper is a general overview of the concept; however, it is basedon a meta-analysis of multiple experimental and observational studies performed over the past couple of years.Findings–The mainfinding of the paper might be summarized as follows:...

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Year 2018

  • Integration in Multichannel Emotion Recognition
    Publication

    - Year 2018

    The paper concerns integration of results provided by automatic emotion recognition algorithms. It presents both the challenges and the approaches to solve them. Paper shows experimental results of integration. The paper might be of interest to researchers and practitioners who deal with automatic emotion recognition and use more than one solution or multichannel observation.

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