Abstract
Human-centered computing is rapidly becoming a major research direction in human-computer interaction research. Among the various research issues, we believe that affective computing, or the ability of computers to react according to what a user feels, is very important. In order to recognize the human affect (feeling), one can rely on the analysis of signal inputs captured by a multitude of means. In this paper, we propose to make use of human physiological signals as a new form of modality in determining human affects, in a non-intrusive manner. This is achieved via the physiological mouse, as a first step towards affective computing. We augment the mouse with a small optical component for capturing user photoplethysmographic (PPG) signal. With the PPG signal, we are able to compute and derive human physiological signals. We built a prototype of the physiological mouse and measured raw PPG readings. We performed experiments to study the accuracy of our approach in determining human physiological signals from the mouse PPG data. We believe that our research will provide a new dimension for multimodal affective computing research.
Original language | English |
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Title of host publication | Proceedings - IEEE 38th Annual International Computers, Software and Applications Conference Workshops, COMPSACW 2014 |
Publisher | IEEE |
Pages | 258-263 |
Number of pages | 6 |
ISBN (Electronic) | 9781479935789 |
DOIs | |
Publication status | Published - 18 Sept 2014 |
Event | 38th Annual IEEE Computer Software and Applications Conference Workshops, COMPSACW 2014 - Vasteras, Sweden Duration: 27 Jul 2014 → 29 Jul 2014 |
Conference
Conference | 38th Annual IEEE Computer Software and Applications Conference Workshops, COMPSACW 2014 |
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Country/Territory | Sweden |
City | Vasteras |
Period | 27/07/14 → 29/07/14 |
Keywords
- affective computing
- gadget prototype
- non-intrusive measurement
- physiological signals
ASJC Scopus subject areas
- Computer Science Applications
- Software