In recent years, there has been a explosion in the amount of text data from a variety of
sources. This volume of text is an invaluable source of information and knowledge which …

Text summarization automatically produces a summary containing important sentences and
includes all relevant important information from the original document. One of the main …

With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …

In recent years, online social networking has revolutionized interpersonal communication.
The newer research on language analysis in social media has been increasingly focusing …

This paper proposes a technique to leverage topic based sentiments from Twitter to help
predict the stock market. We first utilize a continuous Dirichlet Process Mixture model to …

The short text has been the prevalent format for information of Internet, especially with the
development of online social media. Although sophisticated signals delivered by the short …

In recent years, there has been increased interest in real-world event detection using
publicly accessible data made available through Internet technology such as Twitter …

Today's social platforms, such as Twitter and Facebook, continuously generate massive
volumes of data. The resulting data streams exceed any reasonable limit for permanent …

This book is an introduction to social data analytics along with its challenges and
opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on …

The volume of data on the social media is huge and even keeps increasing. The need for
efficient processing of this extensive information resulted in increasing research interest in …