Vector Space Models

A vector space model is a computational framework to represent text documents as vectors in a high-dimensional space such that each document is represented as a vector, and each dimension of the vector corresponds to a particular term in the vocabulary.

Contents

• Bag-of-Words Model

• Term Weighting

• Similarity Metrics

• Document Classification

• Homework