A review of scientific impact prediction: tasks, features and methods
With the rapid evolution of scientific research, there are a huge volume of papers published
every year and the number of scholars is also growing fast. How to effectively predict the …
every year and the number of scholars is also growing fast. How to effectively predict the …
Revisiting the exploration-exploitation behavior of scholars' research topic selection: Evidence from a large-scale bibliographic database
The research on studying exploration-exploitation behavior in topic choice has consistently
been the focus of a great deal of attention. In this study, we propose five novel research …
been the focus of a great deal of attention. In this study, we propose five novel research …
[HTML][HTML] Factors Influencing Interdisciplinary Research and Industry-Academia Collaborations at Six European Universities: A Qualitative Study
The introduction of interdisciplinarity and industry-academia collaborations (IAC) into higher
education institutions (HEIs) and curricula as tools for promoting sustainable development …
education institutions (HEIs) and curricula as tools for promoting sustainable development …
Disclosing the interactive mechanism behind scientists' topic selection behavior from the perspective of the productivity and the impact
The productivity and the impact are two most recognized aspects to evaluate the research
performance of scientists. Figuring out whether and how these two factors shape the …
performance of scientists. Figuring out whether and how these two factors shape the …
Expertise diversity of teams predicts originality and long-term impact in science and technology
H Zheng, W Li, D Wang - arXiv preprint arXiv:2210.04422, 2022 - arxiv.org
Despite the growing importance of teams in producing innovative and high-impact science
and technology, it remains unclear how expertise diversity among team members relates to …
and technology, it remains unclear how expertise diversity among team members relates to …
Empirical demonstration of the Matthew effect in scientific research careers
YL Katchanov, YV Markova, NA Shmatko - Journal of Informetrics, 2023 - Elsevier
The Matthew effect qualitatively describes the social phenomenon that the impact and
recognition of well-known scientists for their new accomplishments are relatively overpriced …
recognition of well-known scientists for their new accomplishments are relatively overpriced …
The diversity of canonical and ubiquitous progress in computer vision: A dynamic topic modeling approach
W Lou, J Meng - Information Processing & Management, 2023 - Elsevier
Research trends are the keys for researchers to decide their research agenda. However,
only a few works have tried to quantify how scholars follow the research trends. We address …
only a few works have tried to quantify how scholars follow the research trends. We address …
[PDF][PDF] 科研人员职业生涯学术论文相似度及其对被引频次的影响分析
张丽华， 张康宁， 赵迎光， 张志强 - 情报学报, 2022 - qbxb.istic.ac.cn
摘要在科研人员的职业生涯中, 是否应该适时转移研究主题是每个科研人员都非常关注的问题.
本文旨在探讨科研人员职业生涯学术论文相似度及其对被引频次的影响. 基于“商业与经济” …
本文旨在探讨科研人员职业生涯学术论文相似度及其对被引频次的影响. 基于“商业与经济” …
Charting mobility patterns in the scientific knowledge landscape
From small steps to great leaps, metaphors of spatial mobility abound to describe discovery
processes. Here, we ground these ideas in formal terms by systematically studying mobility …
processes. Here, we ground these ideas in formal terms by systematically studying mobility …
Does academic engagement with industry come at a cost for early career scientists? Evidence from high-tech enterprises' Ph. D. funding programs
Academic engagement with industry is now practiced by more scientists than ever before.
Despite broad consensus regarding the positive effect on senior and successful scientists' …
Despite broad consensus regarding the positive effect on senior and successful scientists' …