Automatic knowledge graph construction aims at manufacturing structured human
knowledge. To this end, much effort has historically been spent extracting informative fact …

“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …

Liu has written a comprehensive text on Web mining, which consists of two parts. The first
part covers the data mining and machine learning foundations, where all the essential …

We propose a novel approach using representation learning for tackling the problem of
extracting structured information from form-like document images. We propose an extraction …

The rapid growth of the Web in the past two decades has made it the largest publicly
accessible data source in the world. Web mining aims to discover useful information or …

In addition to the actual content Web pages consist of navigational elements, templates, and
advertisements. This boilerplate text typically is not related to the main content, may …

The collaborative systems discussed in the previous chapters use the correlations in the
ratings patterns across users to make recommendations. On the other hand, these methods …

Web scra** is a process of extracting valuable and interesting text information from web
pages. Most of the current studies targeting this task are mostly about automated web data …

As the rapid development of World Wide Web, there is tremendous information" hiddened" in
Deep Web, and its capacity is increasing rapidly. The information can only be accessed by …