Title
Toward unobtrusive measurement of reading comprehension using low-cost EEG
Abstract
Assessment of reading comprehension can be costly and obtrusive. In this paper, we use inexpensive EEG to detect reading comprehension of readers in a school environment. We use EEG signals to produce above-chance predictors of student performance on end-of-sentence cloze questions. We also attempt (unsuccessfully) to distinguish among student mental states evoked by distracters that violate either syntactic, semantic, or contextual constraints. In total, this work investigates the practicality of classroom use of inexpensive EEG devices as an unobtrusive measure of reading comprehension.
Year
DOI
Venue
2014
10.1145/2567574.2567624
LAK
Keywords
Field
DocType
inexpensive eeg device,end-of-sentence cloze question,inexpensive eeg,student mental state,school environment,above-chance predictor,classroom use,eeg signal,contextual constraint,unobtrusive measurement,low-cost eeg,student performance,eeg
Reading comprehension,Computer science,Natural language processing,Artificial intelligence,Syntax,Electroencephalography
Conference
Citations 
PageRank 
References 
4
0.43
4
Authors
4
Name
Order
Citations
PageRank
Yueran Yuan140.43
Chang, Kai-min214316.84
Jessica Nelson Taylor391.73
Jack Mostow41133263.51