Difference between revisions of "Exploring Wikipedia's Category Graph for Query Classification"
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| + | | title = Exploring Wikipedia's Category Graph for Query Classification | ||
| + | | date = 2011 | ||
| + | | authors = [[Milad Alemzadeh]]<br />[[Richard Khoury]]<br />[[Fakhri Karray]] | ||
| + | | doi = 10.1007/978-3-642-21538-4_22 | ||
| + | | link = https://dl.acm.org/citation.cfm?id=2026956.2026981 | ||
| + | }} | ||
'''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]]. | '''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 == | == 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. | 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. | ||
Revision as of 10:35, 11 June 2019
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.
