84 citations · 286 across the 10 of their papers we have counts for
4 papers · 1 filter
Patent Data for Engineering Design: A Critical Review and Future Directions
Shuo Jiang, Serhad Sarica, Binyang Song +2
Patent data have long been used for engineering design research because of its large and expanding size, and widely varying massive amount of design information contained in patent…
Technology Fitness Landscape for Design Innovation: A Deep Neural Embedding Approach Based on Patent Data
Shuo Jiang, Jianxi Luo
Technology is essential to innovation and economic prosperity. Understanding technological changes can guide innovators to find new directions of design innovation and thus make br…
Data-Driven Design-by-Analogy: State of the Art and Future Directions
Shuo Jiang, Jie Hu, Kristin L. Wood +1
Design-by-Analogy (DbA) is a design methodology wherein new solutions, opportunities or designs are generated in a target domain based on inspiration drawn from a source domain; it…
Deep Learning for Technical Document Classification
Shuo Jiang, Jie Hu, Christopher L. Magee +1
In large technology companies, the requirements for managing and organizing technical documents created by engineers and managers have increased dramatically in recent years, which…