Exploring a technology ecology for technology opportunity discovery: A link prediction approach using heterogeneous knowledge graphs

J Choi, C Lee, J Yoon - Technological Forecasting and Social Change, 2023 - Elsevier
When a firm discovers and introduces new technology opportunities, it considers external
context, such as technological changes, as well as internal context of technology capability …

Enhancing patent retrieval using text and knowledge graph embeddings: a technical note

L Siddharth, G Li, J Luo - Journal of Engineering Design, 2022 - Taylor & Francis
Patent retrieval influences several applications within engineering design research,
education, and practice as well as applications that concern innovation, intellectual property …

Reconfiguring star inventors with commercialization: a case of the graphene sector

Y Sun, Y Zhang, X Zhang - Scientometrics, 2023 - Springer
Star inventors are the most outstanding innovators in the technology field. Most extant
literature defines star inventors along the lines of performance and social relationship. This …

The impact of co-inventor networks on smart cleantech innovation: the case of montreal agglomeration

E Turkina, B Oreshkin - Sustainability, 2021 - mdpi.com
We use patent big data and apply a combination of network analysis techniques to explore
the social structure of the Montreal tech community and its embeddedness in the global …

Human resources mining for examination of R&D progress and requirements

S Ozcan, CO Sakar, M Suloglu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The amount of job advertisement data is rapidly growing, and this rich dataset is expected to
have implications for the employment market, sector trajectories, and the education sector …

Finding rising stars in bibliometric networks

A Daud, M Song, MK Hayat, T Amjad, RA Abbasi… - Scientometrics, 2020 - Springer
Finding rising stars (FRS) is a hot research topic investigated recently for diverse application
domains. These days, people are more interested in finding people who will become experts …

The more the merrier? Inventor team size, diversity, and innovation quality

D Hu, M She, L Ye, Z Wang - Science and Public Policy, 2021 - academic.oup.com
Although teamwork shows stronger innovation ability than individuals and this advantage
has been increasing over time, the negative effects of larger teams also appear as the …

Inventor profile mining approach for prospective human resource scouting

J Chung, N Ko, H Kim, J Yoon - Journal of Informetrics, 2021 - Elsevier
Scouting young and talented human resources with firm-specific domain knowledge has a
great impact on performance and sustainable growth among technology-based firms …

Key technology and development of industry–academia collaboration patents derived from the government subsidy program

SH Chang - Science and Public Policy, 2024 - academic.oup.com
This study discusses the technology development direction of industry–academia
collaboration patents derived from government-subsidized programs and uses technology …

Technological Trends in Human Resource Management—Innovation Analysis

D Suša Vugec, J Pivar, AM Stjepić - Building the Future with Human …, 2024 - Springer
Abstract Human Resource Management (HRM) plays one of the crucial roles in achieving
productivity and success in modern organizations. Competent human resources are very …