Text preprocessing is a vital stage in text classification (TC) particularly and text mining
generally. Text preprocessing tools is to reduce multiple forms of the word to one form. In …

The research on data mining has successfully yielded numerous tools, algorithms, methods
and approaches for handling large amounts of data for various purposeful use and problem …

Product defects can have a devastating impact on a firm's sales and reputation, especially in
the era of social media. The early detection of defects could not only protect consumers from …

In the recent years, social networks in business are gaining unprecedented popularity
because of their potential for business growth. Companies can know more about consumers' …

Text classification is a tool to assign the predefined categories to the text documents using
supervised machine learning algorithms. It has various practical applications like spam …

Words are the main tool of a lawyer. The analysis of a large amount of textual information
makes up the lion's share of legal practice, in particular, when creating an evidence base in …

Grey Wolf Optimization (GWO) algorithm is a new meta-heuristic method, which is inspired
by grey wolves, to mimic the hierarchy of leadership and grey wolves hunting mechanism in …

It is now widely understood that extremists use the Internet in attempts to accomplish many
of their objectives. In this chapter we present a web-crawler called the Terrorism and …

In a flow of computer actions, a computer system (110) receives a request involving a
machine translation. In performing the translation (160, 238), or in using the translation in …

Text classification becomes the most important research issues and common technique in
data mining and its main challenge is the high dimensionality problem where the feature …