Natural Language Processing and Text Mining

Abstract

Web search engines of any kind have to mainly deal with natural language text to carry out their tasks. Therefore, this chapter is dedicated to basic and advanced methods for state-of-the-art natural language processing and text mining. Here, the focus is set on graph-based methods approaches to determine characteristic terms or words in texts and to measure their semantic relatedness. Furthermore, algorithms for the clustering of words and texts are discussed.