Automated Taxonomy Discovery and Exploration

by Jiawei Han and Jiaming Shen

Book Overview

This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today's information era, people are inundated with the vast amounts of text data. Despite their usefulness, people haven't yet exploited the full power of...

• Format: Paperback
• Language: English
• ISBN: 3031114078
• ISBN13: 9783031114076
• Release Date: October 2023
• Publisher: Springer
• Length: 103 Pages
• Weight: 0.43 lbs.
• Dimensions: 0.2" x 6.7" x 9.6"