Classification of Web page content is essential to many tasks in Web information retrieval such as maintaining Web directories and focused crawling. The uncontrolled nature of Web …
The problem of classification has been widely studied in the data mining, machine learning, database, and information retrieval communities with applications in a number of diverse …
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 …
Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning …
S Bandyopadhyay, U Maulik, LB Holder… - Advanced methods for …, 2005 - Springer
A key challenge for machine learning is the problem of mining richly structured data sets, where the objects are linked in some way due to either an explicit or implicit relationship that …
Many datasets of interest today are best described as a linked collection of interrelated objects. These may represent homogeneous networks, in which there is a single-object type …
F Sebastiani - Encyclopedia of database technologies and …, 2005 - igi-global.com
During the last 15 years, the production of documents in digital form has exploded, due to the increased availability of hardware and software tools for generating digital data (eg …
H Yu, J Han, KCC Chang - Proceedings of the eighth ACM SIGKDD …, 2002 - dl.acm.org
Web page classification is one of the essential techniques for Web mining. Specifically, classifying Web pages of a user-interesting class is the first step of mining interesting …