Informatics 1: Data & Analysis 2014/15 Lecture 16: Vector Spaces for Information Retrieval
This lecture presents various techniques to support effective information retrieval: term-frequency inverse document frequency (tf-idf); the big bag of words model; the vector space model; and cosine similarity for document ranking.