Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions

R Kumar, E Althaqafi, SGK Patro, V Simic… - Applied Soft …, 2024 - Elsevier
This review paper provides a detailed evaluation of the existing landscape and future trends
in applying machine learning and deep learning approaches for predicting concrete strength …

Assessing the societal influence of academic research with ChatGPT: Impact case study evaluations

K Kousha, M Thelwall - arXiv preprint arXiv:2410.19948, 2024 - arxiv.org
Academics and departments are sometimes judged by how their research has benefitted
society. For example, the UK Research Excellence Framework (REF) assesses Impact Case …

[PDF][PDF] Big Data for Big Investments

J Holm, D Newman-Griffis… - Artificial Intelligence and …, 2025 - library.oapen.org
Only a few years ago, the revolution of Big Data and artificial intelligence (AI) was almost
exclusively a phenomenon of the private sector (Petersson & Breul, 2018). Today, the public …

Repertoires of research value: performing societal impact across countries

K Williams, S Michalska - Research Evaluation, 2025 - academic.oup.com
In recent years, research policy has increasingly prioritized the societal impact of academic
work, emphasizing external relevance, public value, and collective benefit. In many …

The role of online search platforms in scientific diffusion

K Drivas - Journal of the Association for Information Science …, 2024 - Wiley Online Library
After the launch of Google Scholar older papers experienced an increase in their citations, a
finding consistent with a reduction in search costs and introduction of ranking algorithms. I …

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports

G Okasa, A de León, M Strinzel, A Jorstad… - arXiv preprint arXiv …, 2024 - arxiv.org
Peer review in grant evaluation informs funding decisions, but the contents of peer review
reports are rarely analyzed. In this work, we develop a thoroughly tested pipeline to analyze …

[PDF][PDF] Community detection on elite mathematicians' collaboration network

Y Huang, Z Wang, C Tian, Y Ma - 2023 - sciendo.com
Purpose: This study focuses on understanding the collaboration relationships among
mathematicians, particularly those esteemed as elites, to reveal the structures of their …