[PDF][PDF] The human-machine-human loop of design informatics: Models, algorithms and practices for new energy vehicles

X Lai, J Zou, S Lin, M Li, J Huang, Z Liu, H Fu - researchgate.net
Discovering and accurately translating users' needs for the design are essential for the
automobile industry, especially for the NEVs (new energy vehicles) where users have …

[PDF][PDF] Human-centered AI: Challenges and opportunities

V Sarakiotis - UBIACTION 2020, 2020 - um.informatik.uni-muenchen.de
Intelligent systems that have Artificial Intelligence (AI) or Machine Learning (ML) algorithms
integrated should support their users by making predictions and provide help for decision …

Understanding user requirements for smart cockpit of new energy vehicles: a natural language process approach

S Lin, J Zou, C Zhang, X Lai, N Mao, H Fu - 2022 - sae.org
The smart cockpit has become an irreplaceable element for many new automobile brands,
particularly New Energy Vehicles (NEV) of “new forces”. Since the cockpit is a direct …

Human-in-the-loop Computing: Design Principles for Machine Learning Algorithms of Hybrid Intelligence

J Ostheimer - 2019 - diva-portal.org
Artificial intelligence (AI) is revolutionizing contemporary industries and being applied in
application domains ranging from recommendation systems to self-driving cars. In scenarios …

Kansei engineering for the intelligent connected vehicle functions: An online and offline data mining approach

X Lai, S Lin, J Zou, M Li, J Huang, Z Liu, D Li… - Advanced Engineering …, 2024 - Elsevier
The big data era enables automakers to mine users' affective (Kansei) requirements for the
car design. However, existing literature mostly applies text mining with users' online …

Design methodologies for human-artificial systems design: an automotive AR-HUD design case study

C Cheng, F You, P Hansen, J Wang - … Systems, February 7-10, 2019, San …, 2019 - Springer
With the development of society, technical products become more complex and intelligent.
Interaction design of intelligent products is meeting new challenges. It requires practitioners …

The Impact of Generative Artificial Intelligence on Design Concept Ideation: Case Study on Lightweight Two-Wheeled Vehicles

SH Cheng - International Conference on Human-Computer …, 2023 - Springer
This study explores the impact of Midjourney, a text-to-image generative artificial intelligence
(AI) tool, on lightweight two-wheeled vehicle design practices. The focus is on design …

Human factors in intelligent vehicles [guest editorial]

CO Monreal, RJF Rossetti - IEEE Transactions on Intelligent …, 2014 - ieeexplore.ieee.org
The thirteen papers in this special section present issues related to the analysis of human
factors in the design and evaluation of IV technologies, in a wide spectrum of applications …

Tackling Autonomous Driving Challenges–How the Design of Autonomous Vehicles Is Mirroring Universal Design

S Costa, N Costa, P Simões, N Ribeiro… - Advances in Human …, 2019 - Springer
In the future, the world will be characterized by highly densely populations, with growing
share of mobility-impaired/disabled persons, a critical problem regarding the sustainability of …

Human-in-the-loop design cycles–a process framework that integrates design sprints, agile processes, and machine learning with humans

C So - Artificial Intelligence in HCI: First International …, 2020 - Springer
Demands on more transparency of the backbox nature of machine learning models have led
to the recent rise of human-in-the-loop in machine learning, ie processes that integrate …