학술논문

Detrended fluctuation analysis of the effects of advertisement placement on electroencephalogram
Document Type
Conference
Source
2019 Signal Processing Symposium (SPSympo) Signal Processing Symposium (SPSympo), 2019. :121-125 Sep, 2019
Subject
Aerospace
Computing and Processing
Fields, Waves and Electromagnetics
Robotics and Control Systems
Signal Processing and Analysis
TV
Electroencephalography
Advertising
Videos
Coherence
Fluctuations
Rhythm
DFA
PSD
EEG
LRTC
emotions
coherence
TV commercials
Language
Abstract
The paper considers the application of Detrended Fluctuation Analysis (DFA) along with power spectral density and coherence to analyze the changes in the human brain activity accessed by electroencephalogram (EEG) parameters while viewing the TV commercials depending on advertisement placement. We found that the character and degree of EEG changes during the perception of emotional stimuli significantly depend on the placement of a particular stimulus.In the study involving 88 subjects watching the advertising videos following the negative TV news plots, the DFA revealed an increase of oscillations non-stationarity in all frequency bands. The instability of EEG dynamical characteristic may point on the global decrease of the informational cognitive component in the brain activity and explain why TV commercials attract less attention.