Social Network Analysis in Action: Basic Methods and Applications (Lecture Notes in Social Networks) - Hardcover

Hardcover

ISBN 10: 3031666607 ISBN 13: 9783031666605

Verlag: Springer-Verlag GmbH, 2024

Inhaltsangabe

This book offers a balanced view between a basic introduction of Social Network Analysis (SNA) in its methods and application, and advanced topics of data mining techniques and the subsequent SNA analyses.  The book stands out as uniquely important contribution to the SNA field because it moves beyond the stage of basic SNA methods. It describes data mining techniques, introducing an online discourse collection platform, ICAS, which is developed by an interdisciplinary team involving Sociologists and Computer Engineer teams with supports of NSF funds.

Targeted audiences of this book are students and scholars interested in using SNA techniques to advance their analytics of their respective research areas. This book provides particular utilities to students at the beginner stage of learning SNA basics, and those in their intermediary careers looking to advance their knowledges of what SNA has to offer. The unique features of this book lie in its descriptions of data mining techniques, data processing, and data analytics. The discussions of an online discourse network platform and data processing capabilities present tremendous benefits to those who aspire to mine the massive data of online social networking.

Über diesen Titel

Über die Autorin bzw. den Autor

​Song Yang is professor of Sociology at Department of Sociology and Criminology University of Arkansas. My research emphasizes Social Network Analysis (SNA), focusing on SNA methodology and its application to analyzing wide range of research topics. I published more than 20 peer reviewed articles and several books, such as Social Network Analysis (with David Knoke, 2008) and Social Network Analysis (with David Knoke, 2020), and Social Network Analysis: Methods and Examples (with Franziska Keller and Lu Zheng, 2016).

Targeted audiences of this book are students and scholars interested in using SNA techniques to advance their analytics of their respective research areas. This book provides particular utilities to students at the beginner stage of learning SNA basics, and those in their intermediary careers looking to advance their knowledges of what SNA has to offer. The unique features of this book lie in its descriptions of data mining techniques, data processing, and data analytics. The discussions of an online discourse network platform and data processing capabilities present tremendous benefits to those who aspire to mine the massive data of online social networking.

Details zur Ausgabe

• Verlag: Springer-Verlag GmbH
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 3031666607
• ISBN 13: 9783031666605
• Einband: Tapa dura
• Anzahl der Seiten: 120
• Herausgeber: Yang Song
• Kontakt zum Hersteller: Nicht verfügbar