Technology opportunity analysis using hierarchical semantic networks and dual link prediction

Z Liu, J Feng, L Uden - Technovation, 2023 - Elsevier
Technology opportunity analysis using network analysis and link prediction has attracted the
interest of both academia and industry. However, there are several unresolved issues with …

Tech mining: a revisit and navigation

AL Porter, Y Zhang, NC Newman - Frontiers in Research Metrics and …, 2024 - frontiersin.org
This mini-review arrays the pertinent tools and purposes of “Tech Mining”–shorthand for
empirical analyses of Science, Technology and Innovation (ST&I) data. The intent is to …

[PDF][PDF] An editorial of" AI+ informetrics": Robust models for large-scale analytics.

Y Zhang, C Zhang, P Mayr, A Suominen… - Inf. Process …, 2024 - philippmayr.github.io
Driven by the big data boom, informetrics, known as the study of quantitative aspects of
information, has gained significant benefits from artificial intelligence (AI)–including a wide …

Identifying supply chain R&D partners via multilayer institutional cooperation network and tailored link prediction

Z Liu, Y Wang, J Feng - Computers & Industrial Engineering, 2025 - Elsevier
Research and development (R&D) cooperation innovation in the supply chain is
increasingly crucial. Existing studies on R&D cooperation mostly emphasize partner …

Responsible AI: Portraits with Intelligent Bibliometrics

Y Zhang, M Wu, G Zhang, J Lu - arxiv preprint arxiv:2405.02846, 2024 - arxiv.org
Shifting the focus from principles to practical implementation, responsible artificial
intelligence (AI) has garnered considerable attention across academia, industry, and society …