Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants
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...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2019-05-01
|
| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/19/11/2509 |
| _version_ | 1811306906481852416 |
|---|---|
| author | Grzegorz J. Nalepa Krzysztof Kutt Barbara Giżycka Paweł Jemioło Szymon Bobek |
| author_facet | Grzegorz J. Nalepa Krzysztof Kutt Barbara Giżycka Paweł Jemioło Szymon Bobek |
| author_sort | Grzegorz J. Nalepa |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-13T08:54:00Z |
| format | Article |
| id | doaj.art-1522fab763c5443a9a163124b6e38617 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-13T08:54:00Z |
| publishDate | 2019-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-1522fab763c5443a9a163124b6e386172022-12-22T02:53:22ZengMDPI AGSensors1424-82202019-05-011911250910.3390/s19112509s19112509Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent AssistantsGrzegorz J. Nalepa0Krzysztof Kutt1Barbara Giżycka2Paweł Jemioło3Szymon Bobek4AGH University of Science and Technology, 30-059 Krakow, PolandAGH University of Science and Technology, 30-059 Krakow, PolandAGH University of Science and Technology, 30-059 Krakow, PolandAGH University of Science and Technology, 30-059 Krakow, PolandAGH University of Science and Technology, 30-059 Krakow, PolandIn 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.https://www.mdpi.com/1424-8220/19/11/2509affective computingwearable sensorsaffective gamingcontext-aware systems |
| spellingShingle | Grzegorz J. Nalepa Krzysztof Kutt Barbara Giżycka Paweł Jemioło Szymon Bobek Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants Sensors affective computing wearable sensors affective gaming context-aware systems |
| title | Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants |
| title_full | Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants |
| title_fullStr | Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants |
| title_full_unstemmed | Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants |
| title_short | Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants |
| title_sort | analysis and use of the emotional context with wearable devices for games and intelligent assistants |
| topic | affective computing wearable sensors affective gaming context-aware systems |
| url | https://www.mdpi.com/1424-8220/19/11/2509 |
| work_keys_str_mv | AT grzegorzjnalepa analysisanduseoftheemotionalcontextwithwearabledevicesforgamesandintelligentassistants AT krzysztofkutt analysisanduseoftheemotionalcontextwithwearabledevicesforgamesandintelligentassistants AT barbaragizycka analysisanduseoftheemotionalcontextwithwearabledevicesforgamesandintelligentassistants AT pawełjemioło analysisanduseoftheemotionalcontextwithwearabledevicesforgamesandintelligentassistants AT szymonbobek analysisanduseoftheemotionalcontextwithwearabledevicesforgamesandintelligentassistants |