Title :
Not All Created Equal: Individual-Technology Fit of Brain-Computer Interfaces
Author :
Randolph, Adriane B.
Author_Institution :
Kennesaw State Univ., Kennesaw, GA, USA
Abstract :
This work presents a model stemming from literature on task-technology fit that seeks to match individual user characteristics and features of brain-computer interface technologies with performance to expedite the technology-fit process. The individual-technology fit model is tested with a brain-computer interface based on a control signal called the mu rhythm that is recorded from the motor cortex region. Characteristics from eighty total participants are tested across two different sessions. Performance is measured as a person´s ability to modulate his/her mu rhythm. It appears that the version of software used in recording and interpreting EEGs, instrument playing, being on affective drugs, a person´s sex, and age all play key roles in predicting mu rhythm modulation.
Keywords :
brain-computer interfaces; EEGs; brain computer interfaces; control signal; instrument playing; motor cortex region; task technology; technology fit process; Brain computer interfaces; Brain modeling; Computers; Electroencephalography; Information systems; Rhythm; Transducers; brain-computer interface; individual characteristics; mu rhythm; performance; technology fit;
Conference_Titel :
System Science (HICSS), 2012 45th Hawaii International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4577-1925-7
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2012.451