Wikitology: Wikipedia as an ontology
Thursday, August 28, 2008, 14:00pm - Thursday, August 28, 2008, 15:30pm
University Center Ballroom
Wikipedia has become an important source of online knowledge for people
that is kept up to date and available in many languages. We describe
an approach to extracting information from Wikipedia and related
sources to construct an ontology and associated knowledge base. The
core idea is to use Wikipedia's articles and associated pages as a
topic ontology. The benefits of the approach are that the ontology
terms are developed through a social process, maintained and kept
current by the Wikipedia community, represent a consensus view, and
have meaning that can be understood by reading the associated
pages. We have demonstrated the use of Wikitology to improve the
performance of an information retrieval system and as a source of
evidence in a intra-document entity co-reference task. Processing
Wikipedia to construct the knowledge base and maximizing the precision
and recall of queries against it are computationally expensive. We
will describe our current and planned use of parallel computing
techniques to achieve good performance on these tasks.
Assertions
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