1st Edition
Social Network Analysis and Text Mining for Big Data The Power of Words and Networks
1. The Hidden Power of Words and Networks: A Unified Analytical Approach 2. Network Analysis: Key Concepts and Metrics 3. Text Mining 4. From Words to Networks 5. Integrating Text Mining with Social Network Analysis: Case Studies and Applications
Biography
Andrea Fronzetti Colladon is Associate Professor of Business Leadership and Intelligence at Roma Tre University, Italy.
Roberto Vestrelli is a PhD candidate in Industrial and Information Engineering at the University of Perugia, Italy.
"In Social Network Analysis and Text Mining for Big Data: The Power of Words and Networks, Andrea Fronzetti Colladon and Roberto Vestrelli seamlessly blend the foundational principles of social network analysis and text mining with cutting-edge advancements. This indispensable resource is essential reading for researchers, graduate students, and practitioners seeking to harness the full potential of words and networks in the age of big data." -- Peter A. Gloor, University of Cologne & MIT SDM, Germany and USA
"This book is an essential guide for anyone seeking to integrate text mining and social network analysis to drive innovative analytics and inform strategic decision-making." -- Francesca Grippa, Northeastern University, USA
