203 citations · 1.3k across the 33 of their papers we have counts for
6 papers · 1 filter
The Innovation Paradox: Concept Space Expansion with Diminishing Originality and the Promise of Creative AI
Serhad Sarica, Jianxi Luo
Innovation, typically spurred by reusing, recombining, and synthesizing existing concepts, is expected to result in an exponential growth of the concept space over time. However, o…
Guiding Data-Driven Design Ideation by Knowledge Distance
Jianxi Luo, Serhad Sarica, Kristin Wood
Data-driven conceptual design methods and tools aim to inspire human ideation for new design concepts by providing external inspirational stimuli. In prior studies, the stimuli hav…
Multicores-periphery structure in networks
Bowen Yan, Jianxi Luo
Many real-world networks exhibit a multicores-periphery structure, with densely connected vertices in multiple cores surrounded by a general periphery of sparsely connected vertice…
Asymmetry in in-degree and out-degree distributions of large-scale industrial networks
Jianxi Luo, Daniel E. Whitney
Many natural, physical and social networks commonly exhibit power-law degree distributions. In this paper, we discover previously unreported asymmetrical patterns in the degree dis…
Filtering Patent Maps for Visualization of Diversification Paths of Inventors and Organizations
Bowen Yan, Jianxi Luo
In the information science literature, recent studies have used patent databases and patent classification information to construct network maps of patent technology classes. In su…
Measuring Technological Distance for Patent Mapping
Bowen Yan, Jianxi Luo
Recent works in the information science literature have presented cases of using patent databases and patent classification information to construct network maps of technology fiel…