Buy Generative Methods For Social Media Analysis (SpringerBriefs In Computer

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Generative Methods for Social Media Analysis (SpringerBriefs in Computer

The book is divided into five chapters and provides an extensive bibliography consisting of more than 250 papers. After a quick introduction and survey of the book in the first chapter, chapter 2 is devoted to the discussion of data models and ontologies for social network analysis.

57.87$ Buy It Now

Item	186675243714
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Condition	Brand New
EAN	9783031336164
UPC	9783031336164
ISBN	9783031336164
Format	Paperback, 90 pages, 2023 Edition
Author	Stan Matwin
Book Title	Generative Methods for Social Media Analysis (Spri
Item Height	0.5 cm
Item Length	23.4 cm
Item Weight	0.16 kg
Item Width	15.6 cm
Language	Eng
Publisher	Springer International Publishing AG

This book provides a broad overview of the state of the art of the research in generative methods for the analysis of social media data. It especially includes two important aspects that currently gain importance in mining and modelling social media: dynamics and networks.

The book is divided into five chapters and provides an extensive bibliography consisting of more than 250 papers. After a quick introduction and survey of the book in the first chapter, chapter 2 is devoted to the discussion of data models and ontologies for social network analysis. Next, chapter 3 deals with text generation and generative text models and the dangers they pose to social media and society at large. Chapter 4 then focuses on topic modelling and sentiment analysis in the context of social networks. Finally, Chapter 5 presents graph theory tools and approaches to mine and model social networks. Throughout the book, open problems, highlighting potential future directions, are clearly identified.

The book aims at researchers and graduate students in social media analysis, information retrieval, and machine learning applications.

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