Thanks to a set of experiments we demonstrated the potentiality of the use of EEG signal detection through BCI devices in improving the analysis and the interpretation of colours-driven cognitive processes. The approach combines Information Technology methods and signal analysis with cognitive science investigation methods, considering the rising interest in these two disciplines in learning sciences. The presented experiment has been designed with the aim to compare the results of the traditional (qualitative and quantitative) cognitive analysis approach with the EEG signal analysis of the evoked potentials collected from participants. A sample of students has been involved in a learning process during which they received visual stimuli based on colour variation. The stimuli concerned both the background of the text to learn and the colour of the characters. The colours represent the sensorial stimulus, while the cognitive task consists in remembering the words appearing on the screen, with different combination of foreground (words) and background colours. The obtained results show interesting learning effects of primary (RGB) or complementary (CMY) colours as well as EEG correlates.

The role of text color in learning: A Brain Computer Interface study / C. Lucchiari, R. Folgieri. ((Intervento presentato al 31. convegno ICP tenutosi a Yokohama nel 2016.

The role of text color in learning: A Brain Computer Interface study

C. Lucchiari;R. Folgieri
2016

Abstract

Thanks to a set of experiments we demonstrated the potentiality of the use of EEG signal detection through BCI devices in improving the analysis and the interpretation of colours-driven cognitive processes. The approach combines Information Technology methods and signal analysis with cognitive science investigation methods, considering the rising interest in these two disciplines in learning sciences. The presented experiment has been designed with the aim to compare the results of the traditional (qualitative and quantitative) cognitive analysis approach with the EEG signal analysis of the evoked potentials collected from participants. A sample of students has been involved in a learning process during which they received visual stimuli based on colour variation. The stimuli concerned both the background of the text to learn and the colour of the characters. The colours represent the sensorial stimulus, while the cognitive task consists in remembering the words appearing on the screen, with different combination of foreground (words) and background colours. The obtained results show interesting learning effects of primary (RGB) or complementary (CMY) colours as well as EEG correlates.
lug-2016
Settore M-PSI/01 - Psicologia Generale
Settore INF/01 - Informatica
The role of text color in learning: A Brain Computer Interface study / C. Lucchiari, R. Folgieri. ((Intervento presentato al 31. convegno ICP tenutosi a Yokohama nel 2016.
Conference Object
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/438729
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact