TY - GEN
T1 - Multi-aspect ERP data analysis for understanding human calculation related information processing mechanism
AU - Motomura, Shinichi
AU - Hara, Akinori
AU - Zhong, Ning
AU - Wu, Jing Long
PY - 2006
Y1 - 2006
N2 - In the paper, we propose a multi-aspect data mining process for investigating a more whole human information process mechanism systematically. As an example to demonstrate the proposed mining process, we explain how to design the experiment of an ERP mental arithmetic task with visual and auditory stimuli, and describe how to do multiaspect analysis in the obtained ERP data, respectively. Furthermore, we give some preliminary results to show the usefulness of our methodology and to discuss the future research directions. The proposed methodology attempts to change the perspective of cognitive scientists from a single type of experimental data analysis towards a holistic view at a long-term, global field of vision.
AB - In the paper, we propose a multi-aspect data mining process for investigating a more whole human information process mechanism systematically. As an example to demonstrate the proposed mining process, we explain how to design the experiment of an ERP mental arithmetic task with visual and auditory stimuli, and describe how to do multiaspect analysis in the obtained ERP data, respectively. Furthermore, we give some preliminary results to show the usefulness of our methodology and to discuss the future research directions. The proposed methodology attempts to change the perspective of cognitive scientists from a single type of experimental data analysis towards a holistic view at a long-term, global field of vision.
UR - http://www.scopus.com/inward/record.url?scp=34250736762&partnerID=8YFLogxK
U2 - 10.1109/WI-IATW.2006.94
DO - 10.1109/WI-IATW.2006.94
M3 - Conference contribution
AN - SCOPUS:34250736762
SN - 0769527493
SN - 9780769527499
T3 - Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings)
SP - 481
EP - 485
BT - Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings)
PB - IEEE Computer Society
T2 - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology
Y2 - 18 December 2006 through 22 December 2006
ER -