Title :
Investigating Human Computation Centric Information Processing Mechanism: An ERP Data Analysis Study
Author :
Motomura, Shinichi ; Hara, Akinori ; Zhong, Ning ; Lu, Shengfu ; Wu, Jing-Long
Author_Institution :
Maebashi Inst. of Technol., Gunma
Abstract :
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 experiments of an ERP mental arithmetic task with visual stimuli for investigating human computation centric information processing mechanism, and describe how to do multi-aspect 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.
Keywords :
bioelectric potentials; biomedical MRI; brain; data mining; electroencephalography; medical computing; ERP data analysis; ERP mental arithmetic task; human computation centric information processing mechanism; multiaspect data mining process; visual stimuli; Biological system modeling; Brain modeling; Data analysis; Electroencephalography; Enterprise resource planning; Humans; Information analysis; Information processing; Neuroscience; Spatial resolution;
Conference_Titel :
Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1077-4
Electronic_ISBN :
978-1-4244-1078-1
DOI :
10.1109/ICCME.2007.4382083
