Capturing knowledge trajectories of mobile learning research: A main path analysis
D Yu, Z Yan, X He - Education and Information Technologies, 2022 - Springer
With the development of mobile communication technology and the widespread
popularization of mobile devices, mobile learning (m-learning) as a new learning model has …
popularization of mobile devices, mobile learning (m-learning) as a new learning model has …
Combining machine learning and main path analysis to identify research front: from the perspective of science-technology linkage
D Yu, Z Yan - Scientometrics, 2022 - Springer
With the development of the era of big data, research data are accumulating, and various
research directions emerge endlessly. It is difficult for researchers to grasp the hotspots and …
research directions emerge endlessly. It is difficult for researchers to grasp the hotspots and …
Identifying the impact of patent family on the patent trajectory: A case of thin film solar cells technological trajectories
Incessant technology development and evolution has thrusted the need to recognize
promising technological opportunities for organizations. Since patents contain information …
promising technological opportunities for organizations. Since patents contain information …
How to detect the sleeping beauty papers and princes in technology considering indirect citations?
S Feng, H Li, Y Qi - Journal of Informetrics, 2023 - Elsevier
In science-technology research, papers and patents are used to represent science and
technology, respectively. Detecting sleeping beauty papers and their princes in technology …
technology, respectively. Detecting sleeping beauty papers and their princes in technology …
An artificial intelligence-based framework for data-driven categorization of computer scientists: a case study of world's top 10 computing departments
The total number of published articles and the resulting citations are generally
acknowledged as suitable criteria of the scientist's evaluation. However, it is challenging to …
acknowledged as suitable criteria of the scientist's evaluation. However, it is challenging to …
Extracting the evolutionary backbone of scientific domains: The semantic main path network analysis approach based on citation context analysis
X Jiang, J Liu - Journal of the association for information …, 2023 - Wiley Online Library
Main path analysis is a popular method for extracting the scientific backbone from the
citation network of a research domain. Existing approaches ignored the semantic …
citation network of a research domain. Existing approaches ignored the semantic …
Citation bias in measuring knowledge flow: Evidence from the web of science at the discipline level
Abstract Knowledge flow between scientific disciplines has commonly been measured
based on citation data. Previous studies using citing relationships have mostly considered …
based on citation data. Previous studies using citing relationships have mostly considered …
Evaluating scientific impact of publications: Combining citation polarity and purpose
H Huang, D Zhu, X Wang - Scientometrics, 2022 - Springer
Citation counts are commonly used to evaluate the scientific impact of a publication on the
general premise that more citations probably mean more endorsements. However, two …
general premise that more citations probably mean more endorsements. However, two …
Main path analysis considering citation structure and content: Case studies in different domains
D Yu, Z Yan - Journal of Informetrics, 2023 - Elsevier
Main path analysis (MPA) is an effective method widely accepted in science and technology
for extracting knowledge diffusion paths. Traditional citation analysis assumes that all …
for extracting knowledge diffusion paths. Traditional citation analysis assumes that all …
The local structure of citation networks uncovers expert-selected milestone papers
J Wang, S Xu, MS Mariani, L Lü - Journal of Informetrics, 2021 - Elsevier
Recent works aimed to understand how to identify “milestone” scientific papers of great
significance from large-scale citation networks. To this end, previous results found that …
significance from large-scale citation networks. To this end, previous results found that …