Affect recognition in learning scenarios: Matching facial-and BCI-based values
2013 IEEE 13th International Conference on Advanced Learning Technologies, ICALT 2013, Beijing, Çin, 15 - 18 Temmuz 2013, ss.70-71, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/icalt.2013.26
- Basıldığı Şehir: Beijing
- Basıldığı Ülke: Çin
- Sayfa Sayıları: ss.70-71
- Anahtar Kelimeler: affect recognition, brain computer interfaces, random forest
- Boğaziçi Üniversitesi Adresli: Evet
Özet
The ability of a learning system to infer a student's affects has become highly relevant to be able to adjust its pedagogical strategies. Several methods have been used to infer affects. One of the most recognized for its reliability is face-based affect recognition. Another emerging one involves the use of brain-computer interfaces. In this paper we compare those strategies and explore if, to a great extent, it is possible to infer the values of one source from the other source. © 2013 IEEE.