Using Statistics and Machine Learning to Manage Foreign Language Collections, Programs, and Services in Public Libraries

Abstract

The future of foreign language departments is likely to involve moving beyond basic spreadsheets
and toward advanced data platforms (such as Tableau or Power BI) that deliver real-time, actionable
insights. By combining traditional usage statistics with machine learning, libraries can build more
inclusive, responsive, and truly global collections and services