Mobile platform for affective context-aware systems

被引:32
作者
Nalepa, Grzegorz J. [1 ,2 ]
Kutt, Krzysztof [1 ]
Bobek, Szymon [1 ]
机构
[1] AGH Univ Sci & Technol, Al Mickiewicza 30, PL-30059 Krakow, Poland
[2] Jagiellonian Univ, Ul Golebia 24, PL-31007 Krakow, Poland
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2019年 / 92卷
关键词
Affective computing; Context-aware systems; Wearable devices; COGNITIVE ASSISTANTS; RECOGNITION; EMOTION; MODEL;
D O I
10.1016/j.future.2018.02.033
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In our work, we focus on detection of affective states, their proper identification and interpretation with use of wearable and mobile devices. We propose a data acquisition layer based on wearable devices able to gather physiological data, and we integrate it with mobile context-aware framework. Furthermore, we formulate a method for personalization of emotion detection. This solution offers a non-intrusive measurement thanks to the use of wearable devices, such as wristbands. As means of validation of our concepts we describe a series of experiments that we conducted. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:490 / 503
页数:14
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