Shuzhou Yuan

Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation

2023 · arXiv

With the remarkable increase in the number of scientific entities such as publications, researchers, and scientific topics, and the associated information overload in science, academic recommender systems have become increasingly important for millions of researchers …

Applying NLP Techniques to Classify Businesses by their International Standard Industrial Classification (ISIC) Code

2022 · 2022 IEEE International Conference on Big Data (Big Data)

The application of machine learning has played an important role in several aspects of text classification across domains, and has brought with it great changes to the current state of the art. In this paper, …