A systematic review of the prediction of consumer preference using EEG measures and machine-learning in neuromarketing research

A Byrne, E Bonfiglio, C Rigby, N Edelstyn - Brain Informatics, 2022 - Springer
Introduction The present paper discusses the findings of a systematic review of EEG
measures in neuromarketing, identifying which EEG measures are the most robust predictor …

Neuromarketing and decision-making: Classification of consumer preferences based on changes analysis in the EEG signal of brain regions

M Ouzir, HC Lamrani, RL Bradley… - … signal processing and …, 2024 - Elsevier
Neuromarketing involves the study of brain responses that focuses on understanding how
consumers' brains respond to products and services, and how these responses influence …

A single-channel wireless EEG headset enabled neural activities analysis for mental healthcare applications

A Ali, R Afridi, TA Soomro, SA Khan, MYA Khan… - Wireless Personal …, 2022 - Springer
Electroencephalography (EEG) is a technique of Electrophysiology used in a wide variety of
scientific studies and applications. Inadequately, many commercial devices that are …

Multi-channel EEG-based classification of consumer preferences using multitaper spectral analysis and deep learning model

H Göker - Multimedia Tools and Applications, 2024 - Springer
Neuromarketing relies on brain-computer interface technology to understand consumer
preferences for products and services. Marketers spend approximately 400 billion dollars …

A deep learning model for classification of EEG signals for neuromarketing

SM Usman, SMA Shah, OC Edo… - … conference on IT …, 2023 - ieeexplore.ieee.org
Advertising campaigns for marketing and advertisement of different consumer items is a well-
known strategy to boost sales and public awareness. It can lead towards greater profit …

Predicted consumer buying behavior in neural marketing based on convolutional neural network and short-term long-term memory

H Azadravesh, R Sheibani, Y Forghani - Multimedia Tools and …, 2024 - Springer
Neuromarketing has received attention as a means to bridge the gap between conventional
marketing studies and research on brain-computer interfaces based on …

The Impact of Market Place Persona Based Neuromarketing on Brand Identity and Consumer Attitude on SDG's

PN Pasaribu, H Kemora, P Eosina… - Journal of Lifestyle …, 2024 - sdgsreview.org
Objective: The objective of this study is to investigate the impact of persona-based
neuromarketing on brand identity and consumer attitude in the digital marketplace, with the …

GAN-ACNN: a design decision-making algorithm based on EEG signals from different brain regions

B Yang, H Xue, Z Ye, J Yang - Engineering Research Express, 2024 - iopscience.iop.org
Decision-making is an integral part of an individual's life. Due to the small amount of data in
the art design decision dataset, we increase the amount of data using data augmentation …

INVESTMENT OF BIOMEDICAL APPLICATIONS IN MARKETING: ELECTROENCEPHALOGRAM-BASED CONSUMER DECISION PREDICTION

LH Hasnaoui, A Benabdallah… - … : Applications, Basis and …, 2023 - World Scientific
The neuroscience field provides extensive knowledge regarding cerebral activity principles.
Therefore, it enables congregating consumer information and anticipating its preferences …

Spatial and Spectral EEG Signal Analysis with Case Study of Slogans on Consumer's Behaviour

HF Tresna, D Pratiwi, M Ariyanti… - Kinetik: Game Technology …, 2023 - kinetik.umm.ac.id
Neuromarketing utilizes neuroscientific techniques to investigate consumer behavior,
providing valuable insights beyond traditional research methods such as questionnaires …