Abstract:
The World Wide Web serves as a huge, widely
distributed, global information service center for news,
advertisements, consumer information, financial
management, education, government, e-commerce, and
many other information services. The Web contains a
rich and dynamic collection of hyperlink information
which can access usage information and provide rich
sources for data mining. It is a highly dynamic
information source and web service centers update their
web pages regularly. Linkage information and access
are also updated frequently. This framework is the
distillation of broad search topics, through the discovery
of “authoritative” information sources on topics. This
using hubs, called HITS (Hyperlink-Induced Topic
Search) to find authoritative pages based on the
relationship between a set of relevant authoritative
pages and the set of “hub pages” that join them together
in the link structure. This formulation has connections to
the eigenvectors of certain matrices associated with the
link graph. This HITS algorithm provides surprisingly
good search results for a wide range of query.
