Short introduction to Vector Space Model (VSM) In information retrieval or text mining, the term frequency - inverse document frequency also called tf-idf, is
Y. Zhou, and W. Croft. Proceedings of the 14th ACM International Conference on Information and Knowledge Management, page 331--332. New York, NY, USA, ACM, (2005)