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 …

Automated discovery of lead users and latent product features by mining large scale social media networks

S Tuarob, CS Tucker - Journal of Mechanical …, 2015 - asmedigitalcollection.asme.org
Lead users play a vital role in next generation product development, as they help designers
discover relevant product feature preferences months or even years before they are desired …

Empathic accuracy in design: Exploring design outcomes through empathic performance and physiology

ÁM Chang-Arana, M Piispanen, T Himberg… - Design …, 2020 - cambridge.org
Empathic design highlights the relevance of understanding users and their circumstances in
order to obtain good design outcomes. However, theory-based quantitative methods, which …

Extreme-user conditions to enhance design creativity and empathy-application using visual impairment

S Raviselvam, D Hwang, B Camburn… - … Journal of Design …, 2022 - Taylor & Francis
Extreme-users who experience physical, sensory or cognitive challenges can help identify
latent needs across a majority of the general population users. Identifying these latent needs …

Design heuristics set for X: A design aid for assistive product concept generation

D Hwang, W Park - Design Studies, 2018 - Elsevier
Highlights•A design tool, DHSfX, has been proposed for assistive product concept
generation.•A DHSfX consists of design heuristics for accomplishing a specific design goal …

Develo** world users as lead users: a case study in engineering reverse innovation

BM Judge, K Hölttä-Otto… - Journal of …, 2015 - asmedigitalcollection.asme.org
This paper examines the “reverse innovation” of the leveraged freedom chair (LFC), a high-
performance, low-cost, off-road wheelchair originally designed for develo** countries. A …

Reading the user's mind: designers show high accuracy in inferring design-related thoughts and feelings

ÁM Chang-Arana, A Surma-Aho… - International …, 2020 - asmedigitalcollection.asme.org
The success of design needfinding is largely dependent on how well designers understand
their users. It is further claimed that user understanding and designers' capacity to adopt …

Antecedents and outcomes of designer empathy: A retrospective interview study

A Surma-aho, C Chen… - … and Information in …, 2019 - asmedigitalcollection.asme.org
A growing body of research suggests that to uncover key needs and create successful
designs, designers must holistically and empathically understand end-users. However …

Problem-oriented CBR: Finding potential problems from lead user communities

M Han, Y Geum - Expert Systems with Applications, 2022 - Elsevier
Online communities, where lead users openly share their experiences and knowledge on
product and technology in the form of a post, have become a fruitful source of innovation …

Demographic factors and their influence on designer creativity and empathy evoked through user extreme conditions

S Raviselvam, R Sanaei… - International …, 2017 - asmedigitalcollection.asme.org
Past work has demonstrated that simulating an extraordinary user scenario could have an
impact on increasing designer empathy and creativity. It is likely, however, that an …