2 papers
cs.IR2026
Evaluation and Explainability of Unsupervised Scholarly Collaboration Recommendations
Md Asaduzzaman Noor, John W. Sheppard, Jason A. Clark
In this paper, we examine unsupervised, content-based collaboration recommendations using publication text in scholarly settings. We compare three families of methods: a TF-IDF bas…
cs.IR2025
Improving Community Detection in Academic Networks by Handling Publication Bias
Md Asaduzzaman Noor, John Sheppard, Jason Clark
Finding potential research collaborators is a challenging task, especially in today's fast-growing and interdisciplinary research landscape. While traditional methods often rely on…