Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants
1
AGH University of Science and Technology, 30-059 Krakow, Poland
2
Jagiellonian University, 31-007 Krakow, Poland
*
Author to whom correspondence should be addressed.
Sensors 2019, 19(11), 2509; https://doi.org/10.3390/s19112509
Received: 5 April 2019
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Revised: 15 May 2019
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Accepted: 25 May 2019
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Published: 31 May 2019
(This article belongs to the Special Issue Ambient Intelligent Systems using Wearable Sensors)
In this paper, we consider the use of wearable sensors for providing affect-based adaptation in Ambient Intelligence (AmI) systems. We begin with discussion of selected issues regarding the applications of affective computing techniques. We describe our experiments for affect change detection with a range of wearable devices, such as wristbands and the BITalino platform, and discuss an original software solution, which we developed for this purpose. Furthermore, as a test-bed application for our work, we selected computer games. We discuss the state-of-the-art in affect-based adaptation in games, described in terms of the so-called affective loop. We present our original proposal of a conceptual design framework for games, called the affective game design patterns. As a proof-of-concept realization of this approach, we discuss some original game prototypes, which we have developed, involving emotion-based control and adaptation. Finally, we comment on a software framework, that we have previously developed, for context-aware systems which uses human emotional contexts. This framework provides means for implementing adaptive systems using mobile devices with wearable sensors.
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MDPI and ACS Style
Nalepa, G.J.; Kutt, K.; Giżycka, B.; Jemioło, P.; Bobek, S. Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors 2019, 19, 2509. https://doi.org/10.3390/s19112509
AMA Style
Nalepa GJ, Kutt K, Giżycka B, Jemioło P, Bobek S. Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors. 2019; 19(11):2509. https://doi.org/10.3390/s19112509
Chicago/Turabian StyleNalepa, Grzegorz J., Krzysztof Kutt, Barbara Giżycka, Paweł Jemioło, and Szymon Bobek. 2019. "Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants" Sensors 19, no. 11: 2509. https://doi.org/10.3390/s19112509
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