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A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
Driven by the ongoing migration towards Industry 4.0, the increasing adoption of artificial
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
Machine learning for engineering design toward smart customization: A systematic review
In today's manufacturing industry, companies are striving to provide customized products to
maintain competitiveness. The challenge of design customization lies in the company's …
maintain competitiveness. The challenge of design customization lies in the company's …
Review of artificial intelligence applications in engineering design perspective
Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …
Enhancing e-learning adaptability with automated learning style identification and sentiment analysis: a hybrid deep learning approach for smart education
In smart education, adaptive e-learning systems personalize the educational process by
tailoring it to individual learning styles. Traditionally, identifying these styles relies on …
tailoring it to individual learning styles. Traditionally, identifying these styles relies on …
Requirement analysis and service optimization of multiple category fresh products in online retailing using importance-Kano analysis
D Zhang, Z Shen, Y Li - Journal of Retailing and Consumer Services, 2023 - Elsevier
Online fresh retailing enriches people's shop** choices and provides convenience to
reduce the risk of infection during the pandemic. Online reviews contain consumers' …
reduce the risk of infection during the pandemic. Online reviews contain consumers' …
Natural language processing in-and-for design research
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …
techniques to support the design process. Using a heuristic approach, we gathered 223 …
A machine learning-based iterative design approach to automate user satisfaction degree prediction in smart product-service system
As an emerging digital servitization paradigm, smart product-service system (Smart PSS)
leverages smart, connected products and their generated services to work as a solution …
leverages smart, connected products and their generated services to work as a solution …
Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design
Engineering design researchers have increasing interests in leveraging artificial intelligence
(AI) techniques to a wide range of product design tasks, such as customer requirement …
(AI) techniques to a wide range of product design tasks, such as customer requirement …
Automated keyword filtering in latent Dirichlet allocation for identifying product attributes from online reviews
Identifying product attributes from the perspective of a customer is essential to measure the
satisfaction, importance, and Kano category of each product attribute for product design …
satisfaction, importance, and Kano category of each product attribute for product design …
Detecting pain points from user-generated social media posts using machine learning
Artificial intelligence, particularly machine learning, carries high potential to automatically
detect customers' pain points, which is a particular concern the customer expresses that the …
detect customers' pain points, which is a particular concern the customer expresses that the …