Text Summarization: String Vector based Approaches

By Taeho Jo

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.

• Format: Paperback
• Language: English
• ISBN: B0F2Z8YJJN
• ISBN13: 9798316022489
• Release Date: March 2025
• Publisher: Independently Published
• Length: 70 Pages
• Weight: 0.23 lbs.
• Dimensions: 0.1" x 6.0" x 9.0"