A machine learning approach to customer needs analysis for product ecosystems

F Zhou, J Ayoub, Q Xu… - Journal of …, 2020 - asmedigitalcollection.asme.org
Creating product ecosystems has been one of the strategic ways to enhance user
experience and business advantages. Among many, customer needs analysis for product …

Approach for importance–performance analysis of product attributes from online reviews

J Joung, HM Kim - Journal of Mechanical Design, 2021 - asmedigitalcollection.asme.org
The importance–performance analysis (IPA) is a widely used technique to guide strategic
planning for the improvement of customer satisfaction. Compared with surveys, numerous …

A systematic review on ear anthropometry and its industrial design applications

F Fu, Y Luximon - … Factors and Ergonomics in Manufacturing & …, 2020 - Wiley Online Library
Ergonomics is extensively studied to provide a scientific understanding of humans' physical
and cognitive use of products and workplaces. Ergonomics of the external ear is crucial for …

Morphologic clustering of earcanals using deep learning algorithm to design artificial ears dedicated to earplug attenuation measurement

B Poissenot-Arrigoni, CH Law, D Berbiche… - The Journal of the …, 2022 - pubs.aip.org
Designing earplugs adapted for the widest number of earcanals requires acoustical test
fixtures (ATFs) geometrically representative of the population. Most existing ATFs are …

Comfort and fit perception based on 3D anthropometry for ear-related product design

F Fu, Y Luximon - Applied Ergonomics, 2022 - Elsevier
Anthropometry and human perception lie at the core of the ergonomic design process. Until
now, relevant studies have been quite restricted, being unable to provide a holistic view of …

Mitigating online product rating biases through the discovery of optimistic, pessimistic, and realistic reviewers

S Lim, CS Tucker - Journal of Mechanical Design, 2017 - asmedigitalcollection.asme.org
The authors of this work present a model that reduces product rating biases that are a result
of varying degrees of customers' optimism/pessimism. Recently, large-scale customer …

Data-driven sizing specification utilizing consumer text reviews

R Chaklader, MB Parkinson - Journal of …, 2017 - asmedigitalcollection.asme.org
The objective of this work is to introduce a new method for determining preliminary design
specifications related to human-artifact interaction. This new method uses data mining of …

Tractor rollover protection: is the incorrect use of foldable rollover protective structures due to human or to technical issues?

M Micheletti Cremasco, F Caffaro, A Giustetto… - Human …, 2020 - journals.sagepub.com
Objective: To identify the critical behaviors that may hinder the correct use of foldable
rollover protective structures (FROPS) on tractors and to explore the influence of user factors …

Considering human variability in the design of safe interaction with agricultural machinery: The case of foldable roll-over protective structure (FROPS) manual …

M Micheletti Cremasco, L Vigoroso, F Caffaro… - Agronomy, 2021 - mdpi.com
The foldable roll-over protective structure (FROPS) protects the operators against fatal
injuries in tractor roll-over accidents. However, a rear-mounted FROPS is often folded down …

Virtual modeling of user populations and formative design parameters

BM Knisely, M Vaughn-Cooke - Systems, 2020 - mdpi.com
Human variability related to physical, cognitive, socio-demographic, and other factors can
contribute to large differences in human performance. Quantifying population heterogeneity …