Social Network Analysis and Text Mining for Big Data: The Power of Words and Networks

Colladon, Andrea Fronzetti; Vestrelli, Roberto

ISBN 10: 1032824964 / ISBN 13: 9781032824963

Verlag: Routledge, 2025

Beschreibung

Bestandsnummer des Verkäufers 409333290

Bibliografische Details

• Titel: Social Network Analysis and Text Mining for Big Data: The Power of Words and Networks
• Verlag: Routledge
• Erscheinungsjahr: 2025
• Sprache: Englisch
• ISBN-10: 1032824964
• ISBN-13: 9781032824963
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

Social Network Analysis and Text Mining for Big Data presents cutting-edge methods and tools that bridge the gap between text mining and social network analysis research while also providing new insights for analyzing (big) textual and network data. These tools are designed to cater to the needs of both business analysts and researchers to facilitate the creation of groundbreaking analytics.

Beginning with clear definitions of social network analysis and text mining, this book benefits from a thoughtfully curated selection of methods and tools, drawn from the authors’ extensive research in the field. The focus then shifts to demonstrate how the interplay between words and networks can unlock the full potential of big data analytics. A centerpiece of the book is the Semantic Brand Score (SBS), a versatile and powerful metric for assessing brand importance through text analysis. All of the above is corroborated and illustrated with practical applications and case studies showing the value of these analytics in supporting change and improved managerial decisions. It also introduces a specialized software tool which enables users to perform the analyses detailed in the text.

This book is a must-read for business leaders, marketing professionals, policymakers, researchers, and university students. It offers practical insights and actionable advice for achieving increased performance of companies and societal actions. The writing is tailored to make complex concepts accessible to both experienced researchers and readers who are new to the field.

Über die Autorin bzw. den Autor

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.