Springerbriefs in Computer Science : Springerbriefs in Computer Science - Stan Matwin

Instant online reading.
Don't wait for delivery!

Springerbriefs in Computer Science

By: Stan Matwin, Aristides Milios, PaweÅ? PraÅ?at

Write A Review

Paperback | 6 July 2023

At a Glance

Paperback
100 Pages

Dimensions(cm)
23.5 x 15.49 x 0.53

Paperback

$64.99

or 4 interest-free payments of $16.25 with

or

Ships in 5 to 7 business days

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.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $89.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.