This is the companion website for the following book.
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
Short introduction to Vector Space Model (VSM) In information retrieval or text mining, the term frequency - inverse document frequency also called tf-idf, is
J. Lin, R. Nogueira, and A. Yates. (2020)cite arxiv:2010.06467Comment: Final preproduction version of volume in Synthesis Lectures on Human Language Technologies by Morgan & Claypool.
G. Feng, T. Liu, Y. Wang, Y. Bao, Z. Ma, X. Zhang, and W. Ma. Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR \textquotesingle06, ACM Press, (2006)
R. Jäschke, and S. Rudolph. Contributions to the 11th International Conference on Formal Concept Analysis, page 19--34. Technische Universität Dresden, (May 2013)
T. Joachims. Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, page 133--142. New York, NY, USA, ACM, (2002)
C. Buckley, and E. Voorhees. Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, page 33--40. New York, NY, USA, ACM, (2000)
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)
K. Järvelin, and J. Kekäläinen. SIGIR '00: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, page 41--48. New York, NY, USA, ACM, (2000)
A. Hotho, R. Jäschke, C. Schmitz, and G. Stumme. Proceedings of the 3rd European Semantic Web Conference, volume 4011 of LNCS, page 411-426. Budva, Montenegro, Springer, (June 2006)
G. Salton, and C. Buckley. SIGIR '88: Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval, page 147--160. New York, NY, USA, ACM Press, (1988)
B. Fonseca, P. Golgher, B. Pôssas, B. Ribeiro-Neto, and N. Ziviani. CIKM '05: Proceedings of the 14th ACM international conference on Information and knowledge management, page 696--703. New York, NY, USA, ACM Press, (2005)
K. Lang. Proceedings of the 12th International Conference on Machine Learning, page 331--339. Morgan Kaufmann publishers Inc.: San Mateo, CA, USA, (1995)