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 …

Neuroscience research in consumer behavior: A review and future research agenda

PM Oliveira, J Guerreiro, P Rita - International Journal of …, 2022 - Wiley Online Library
Consumer neuroscience is a growing field in both marketing and consumer behavior
research. The number of articles published on the topic has increased exponentially in the …

Revisit the formation of destination brand personality

J Wang, M Li, C Li, D Li, G Lin - Annals of Tourism Research, 2022 - Elsevier
An event-related-potential technique and the S1 (cue)-S2 (target) paradigm was developed
to explore the effect of the onsite experience on tourists' formation and extension of …

The effects of brand familiarity and product category in brand extension: an ERP study

Q Ma, M Wang, Q Da - Neuroscience research, 2021 - Elsevier
In this paper, neural features influenced by brand familiarity and category were investigated
in a brand extension experiment by using conventional event-related potentials (ERPs) and …

Modelling peri-perceptual brain processes in a deep learning spiking neural network architecture

Z Gholami Doborjeh, N Kasabov… - Scientific reports, 2018 - nature.com
Familiarity of marketing stimuli may affect consumer behaviour at a peri-perceptual
processing level. The current study introduces a method for deep learning of …

The effects of money on fake rating behavior in e-commerce: Electrophysiological time course evidence from consumers

C Wang, Y Li, X Luo, Q Ma, W Fu, H Fu - Frontiers in neuroscience, 2018 - frontiersin.org
Online ratings impose significant effects on the behaviors of potential customers. Thus,
online merchants try to adopt strategies that affect this rating behavior, and most of these …

Characteristics of human brain activity during the evaluation of service-to-service brand extension

T Yang, S Lee, E Seomoon, SP Kim - Frontiers in human …, 2018 - frontiersin.org
Brand extension is a marketing strategy to apply the previously established brand name into
new goods or service. A number of studies have reported the characteristics of human event …

How does the use of simultaneous contrast illusion on product-background color combination nudge consumer behavior? A behavioral and event-related potential …

M Peng, Y Tong, Z Xu, L Jiang, H Huang - Frontiers in neuroscience, 2022 - frontiersin.org
Color, as one of the most critical visual factors influencing consumer decisions, has been
widely used in e-commerce marketing. However, the effects of product-background …

Influence of AI recommendation method and product type on consumers' acceptance: an event-related potential study

Q Shang, J Chen, H Ma, C Wang, X Ru - Current Psychology, 2024 - Springer
Currently, artificial intelligence (AI) recommendations are widely used to alleviate the
phenomenon of information overload, and how to enhance the effectiveness of AI …

Group-level neural responses to service-to-service brand extension

T Yang, SP Kim - Frontiers in neuroscience, 2019 - frontiersin.org
Brand extension is a marketing strategy leveraging well-established brand to promote new
offerings provided as goods or service. The previous neurophysiological studies on goods …