The science of science: From the perspective of complex systems
The science of science (SOS) is a rapidly developing field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …
quantify and predict scientific research and the resulting outcomes. The problem is …
Academic social networks: Modeling, analysis, mining and applications
In the fast-growing scholarly big data background, social network technologies have recently
aroused widespread attention in academia and industry. The concept of academic social …
aroused widespread attention in academia and industry. The concept of academic social …
Early coauthorship with top scientists predicts success in academic careers
We examined the long-term impact of coauthorship with established, highly-cited scientists
on the careers of junior researchers in four scientific disciplines. Here, using matched pair …
on the careers of junior researchers in four scientific disciplines. Here, using matched pair …
Predicting citation counts based on deep neural network learning techniques
A Abrishami, S Aliakbary - Journal of Informetrics, 2019 - Elsevier
With the growing number of published scientific papers world-wide, the need to evaluation
and quality assessment methods for research papers is increasing. Scientific fields such as …
and quality assessment methods for research papers is increasing. Scientific fields such as …
Increasing trend of scientists to switch between topics
Despite persistent efforts in understanding the creativity of scientists over different career
stages, little is known about the underlying dynamics of research topic switching that drives …
stages, little is known about the underlying dynamics of research topic switching that drives …
Early-career factors largely determine the future impact of prominent researchers: evidence across eight scientific fields
Can we help predict the future impact of researchers using early-career factors? We analyze
early-career factors of the world's 100 most prominent researchers across 8 scientific fields …
early-career factors of the world's 100 most prominent researchers across 8 scientific fields …
Analyzing linguistic complexity and scientific impact
The number of publications and the number of citations received have become the most
common indicators of scholarly success. In this context, scientific writing increasingly plays …
common indicators of scholarly success. In this context, scientific writing increasingly plays …
Data mining and information retrieval in the 21st century: A bibliographic review
Abstract Data Mining and Information Retrieval is an emerging interdisciplinary discipline
dealing with Information Retrieval and Data Mining techniques. It has undergone rapid …
dealing with Information Retrieval and Data Mining techniques. It has undergone rapid …
Citation burst prediction in a bibliometric network
In the field of computer science, both journal and conference publications are considered
valuable. The popularity of an author is mostly determined by the paper's high citations in a …
valuable. The popularity of an author is mostly determined by the paper's high citations in a …
Does early publishing in top journals really predict long-term scientific success in the business field?
L Hou, Q Wu, Y Xie - Scientometrics, 2022 - Springer
The soaring number of researchers has led to increasingly intense competition in academia.
Early identification of scientists' potential is a practical but difficult issue currently attracting …
Early identification of scientists' potential is a practical but difficult issue currently attracting …