A review of scientific impact prediction: tasks, features and methods

W Xia, T Li, C Li - Scientometrics, 2023 - Springer
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 …

Factors associating with or predicting more cited or higher quality journal articles: An Annual Review of Information Science and Technology (ARIST) paper

K Kousha, M Thelwall - Journal of the Association for …, 2024 - Wiley Online Library
Identifying factors that associate with more cited or higher quality research may be useful to
improve science or to support research evaluation. This article reviews evidence for the …

Can ChatGPT be used to predict citation counts, readership, and social media interaction? An exploration among 2222 scientific abstracts

J de Winter - Scientometrics, 2024 - Springer
This study explores the potential of ChatGPT, a large language model, in scientometrics by
assessing its ability to predict citation counts, Mendeley readers, and social media …

[HTML][HTML] Evaluation of the discourse power in Chinese academic journals: A multi-fusion perspective

X Wang - Data and Information Management, 2023 - Elsevier
Under the environment of open science, the transformation of scientific exchange and
research paradigms urgently needs diversified and open scientific evaluation. This study …

Characteristics analysis and evaluation of discourse leading for academic journals: perspectives from multiple integration of altmetrics indicators and evaluation …

X Wang - Library Hi Tech, 2024 - emerald.com
Purpose Under the background of open science, this paper integrates altmetrics data and
combines multiple evaluation methods to analyze and evaluate the indicators' …

YouTube and science: models for research impact

AR Shaikh, H Alhoori, M Sun - Scientometrics, 2023 - Springer
Video communication has been rapidly increasing over the past decade, with YouTube
providing a medium where users can post, discover, share, and react to videos. There has …

Predicting article quality scores with machine learning: The UK Research Excellence Framework

M Thelwall, K Kousha, P Wilson, M Makita… - Quantitative Science …, 2023 - direct.mit.edu
National research evaluation initiatives and incentive schemes choose between simplistic
quantitative indicators and time-consuming peer/expert review, sometimes supported by …

Defining, measuring, and rewarding scholarly impact: Mind the level of analysis

RS Ramani, H Aguinis… - Academy of Management …, 2022 - journals.aom.org
Defining, Measuring, and Rewarding Scholarly Impact: Mind the Level of Analysis | Academy of
Management Learning & Education Academy of Management Search AMLE Anywhere Quick …

Fine-grained citation count prediction via a transformer-based model with among-attention mechanism

S Huang, Y Huang, Y Bu, W Lu, J Qian… - Information Processing & …, 2022 - Elsevier
Previous studies have confirmed that citation mention and location reveal different
contributions of the cited articles, and that both are significant in scientific research …

[HTML][HTML] Identifying potentially excellent publications using a citation-based machine learning approach

Z Hu, J Cui, A Lin - Information Processing & Management, 2023 - Elsevier
Excellent research papers are vital to science and technology advances. Thus, the early
identification of potentially excellent research papers and recognizing their value in science …