Exploring Wikipedia's Category Graph for Query Classification
Authors | Milad Alemzadeh Richard Khoury Fakhri Karray |
|---|---|
Publication date | 2011 |
DOI | 10.1007/978-3-642-21538-4_22 |
Links | Original |
Exploring Wikipedia's Category Graph for Query Classification - scientific work related to Wikipedia quality published in 2011, written by Milad Alemzadeh, Richard Khoury and Fakhri Karray.
Overview
Wikipedia's category graph is a network of 400,000 interconnected category labels, and can be a powerful resource for many classification tasks. However, its size and the lack of order can make it difficult to navigate. In this paper, authors present a new algorithm to efficiently explore this graph and discover accurate classification labels. Authors implement algorithm as the core of a query classification system and demonstrate its reliability using the KDD CUP 2005 competition as a benchmark.
