Using Links to Classify Wikipedia Pages

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Using Links to Classify Wikipedia Pages
Authors
Rianne Kaptein
Jaap Kamps
Publication date
2009
DOI
10.1007/978-3-642-03761-0_44
Links
Original

Using Links to Classify Wikipedia Pages - scientific work related to Wikipedia quality published in 2009, written by Rianne Kaptein and Jaap Kamps.

Overview

This paper contains a description of experiments for the 2008 INEX XML-mining track. Authors goal for the XML-mining track is to explore whether authors can use link information to improve classification accuracy. Authors approach is to propagate category probabilities over linked pages. Authors find that using link information leads to marginal improvements over a baseline that uses a Naive Bayes model. For the initially misclassified pages, link information is either not available or contains too much noise.

Embed

Wikipedia Quality

Kaptein, Rianne; Kamps, Jaap. (2009). "[[Using Links to Classify Wikipedia Pages]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44.

English Wikipedia

{{cite journal |last1=Kaptein |first1=Rianne |last2=Kamps |first2=Jaap |title=Using Links to Classify Wikipedia Pages |date=2009 |doi=10.1007/978-3-642-03761-0_44 |url=https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages |journal=Springer, Berlin, Heidelberg}}

HTML

Kaptein, Rianne; Kamps, Jaap. (2009). &quot;<a href="https://wikipediaquality.com/wiki/Using_Links_to_Classify_Wikipedia_Pages">Using Links to Classify Wikipedia Pages</a>&quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_44.