A study on the subjective feeling affecting tactile satisfaction of leather in automobile: A structural equation modeling approach

W Kim - International Journal of Industrial Ergonomics, 2021 - Elsevier
Customer expectations for automotive design are increasingly rising, which plays an
important role in purchasing behavior. Among them, automobile interior materials are one of …

Auditory experience in vehicles: A systematic review and future research directions

Y Song, W Kim, MH Yun - Heliyon, 2024 - cell.com
This study aims to investigate the recent literature on auditory experiences within automotive
environments and discusses potential future research directions in this area. Forty-six …

A study on the evaluation of tokenizer performance in natural language processing

S Choo, W Kim - Applied Artificial Intelligence, 2023 - Taylor & Francis
The present study aims to compare and analyze the performance of two tokenizers, Mecab-
Ko and SentencePiece, in the context of natural language processing for sentiment analysis …

Predictive evaluation of spectrogram-based vehicle sound quality via data augmentation and explainable artificial Intelligence: Image color adjustment with brightness …

D Kim, J Lee - Mechanical Systems and Signal Processing, 2022 - Elsevier
In this study, a novel method for selecting the optimal data augmentation method in
combination with explainable artificial intelligence techniques is presented. Accordingly, a …

Neural network prediction of sound quality via domain Knowledge-Based data augmentation and Bayesian approach with small data sets

H Lee, J Lee - Mechanical Systems and Signal Processing, 2021 - Elsevier
This study proposes a novel deep learning methodology to evaluate the interior noise in
vehicles on mechanical and affective levels by employing small data sets. A convolutional …

A comparative study on subjective feeling of engine acceleration sound by automobile types

D Park, S Park, W Kim, I Rhiu, MH Yun - International Journal of Industrial …, 2019 - Elsevier
To achieve marketing success, automobile companies are constantly striving to develop
design elements that can create effective experiences for customers and establish their …

[HTML][HTML] Acoustic and psychoacoustic levels from an internal combustion engine fueled by hydrogen vs. gasoline

M Arana, R San Martín, JC Urroz, PM Diéguez… - Fuel, 2022 - Elsevier
Whereas noise generated by road traffic is an important factor in urban pollution, little
attention has been paid to this issue in the field of hydrogen-fueled vehicles. The objective of …

Research on sound imagery of electric shavers based on kansei engineering and multiple artificial neural networks

ZH Lin, JC Woo, F Luo, YT Chen - Applied Sciences, 2022 - mdpi.com
The electric shaver market in China reach 26.3 billion RMB by 2021. Nowadays, in addition
to functional satisfaction, consumers are increasingly focused on the emotional imagery …

A systematic literature review for measure, estimation, and mitigation of motion sickness in vehicle environment

Y Song, MB Choi, S Ahn… - Proceedings of the Human …, 2023 - journals.sagepub.com
There are various studies to investigate the factors that affect driving experiences in the
automobile environment and auditory experiences as variables. These factors might …

Relationship between sound perception and acoustics of seat‐belt warning sound

T Qi, J Yang - Human Factors and Ergonomics in Manufacturing …, 2021 - Wiley Online Library
Understanding the comprehensive sound perceptions is a major challenge in translating the
affective needs and responses of drivers and passengers into the human‐centered design …