Abstract Text mining application is one of the most trending and highly researched areas in social sciences. Todate, library professionals’ knowledge of text mining tools and practice is mainly limited, resultantly,the library community poorly understands the full range of issues related to text mining. This articleprovides information on applying a text mining approach called topic modelling in the library andinformation science domain. Topic modelling is a text mining approach that determines a generativemodel for documents.