Document Understanding Using Improved Sqrt-Cosine Similarity

Text similarity measurement aims to find the commonality existing among text documents, which is fundamental to most information extraction, information retrieval, and text mining problems. In this paper, we propose a new similarity measure. We conduct comprehensive experiments to evaluate our new similarity measure with existing ones. The experimental results show the effectiveness of our proposed method.