Text Summarization: String Vector based Approaches

This book is concerned with string vector-based machine learning algorithms which are applied to text summarization. The book is authored by collecting slides about the application of string vector-based machine learning algorithms to text summarization; each page is given as a slide. This book is intended for people who study applications of string vector-based machine learning algorithms to text summarization and is composed of five sections. Text summarization is defined as the process of extracting essential parts from ... Read More

This book is concerned with string vector-based machine learning algorithms which are applied to text summarization. The book is authored by collecting slides about the application of string vector-based machine learning algorithms to text summarization; each page is given as a slide. This book is intended for people who study applications of string vector-based machine learning algorithms to text summarization and is composed of five sections. Text summarization is defined as the process of extracting essential parts from a text or texts. This book covers four machine learning algorithms, string vector-based KNN Algorithm, string vector-based Na???ve Bayes, string vector-based Learning Vector Quantization, and string vector-based Perceptron, as approaches to text summarization. Read Less