Bipartite Patent Networks Reveal Hidden Diversity in Innovation: Communities, Market Structure, and Fitness–Complexity

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NetSciX 2026 Conference Submission58 Authors

04 Sept 2025 (modified: 27 Sept 2025)NetSciX 2026 Conference SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Bipartite Networks, Community Detection, Market Structure (HHI/Gini), Fitness–Complexity (ECI/PCI), Patent Analytics
TL;DR: We prototype a bipartite network framework for early patent value prediction, combining community detection, RCA-filtered backbones, and fitness–complexity (ECI/PCI) indices.
Submission Number: 58