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 …

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 …

Deep Web contents are accessed by queries submitted to Web databases and the returned
data records are enwrapped in dynamically generated Web pages (they will be called deep …

As digitalization is gradually transforming reality into Big Data, Web search engines and
recommender systems are fundamental user experience interfaces to make the generated …

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 …