Difference between revisions of "Using Wikipedia with Associative Networks for Document Classification"
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== Overview == | == Overview == | ||
| − | Authors demonstrate a new technique for building associative networks based on [[Wikipedia]], comparing them to WordNet-based associative networks that authors used previously, | + | Authors demonstrate a new technique for building associative networks based on [[Wikipedia]], comparing them to WordNet-based associative networks that authors used previously, finding the Wikipedia-based networks to perform better at document classification. Additionally, authors compare the performance of associative networks to various other text classification techniques using the Reuters-21578 dataset, establishing that associative networks can achieve comparable results. |
== Embed == | == Embed == | ||
Revision as of 09:47, 19 April 2019
Authors | Niels Bloom Mariët Theune de F.M.G. Jong |
|---|---|
Publication date | 2013 |
Links | Original |
Using Wikipedia with associative networks for document classification - scientific work related to Wikipedia quality published in 2013, written by Niels Bloom, Mariët Theune and de F.M.G. Jong.
Overview
Authors demonstrate a new technique for building associative networks based on Wikipedia, comparing them to WordNet-based associative networks that authors used previously, finding the Wikipedia-based networks to perform better at document classification. Additionally, authors compare the performance of associative networks to various other text classification techniques using the Reuters-21578 dataset, establishing that associative networks can achieve comparable results.
Embed
Wikipedia Quality
Niels, Bloom; Mariët, Theune; de F.M.G., Jong. (2013). "[[Using Wikipedia with associative networks for document classification]]".
English Wikipedia
{{cite journal |last1=Niels |first1=Bloom |last2=Mariët |first2=Theune |last3=de F.M.G. |first3=Jong |title=Using Wikipedia with associative networks for document classification |date=2013 |url=https://wikipediaquality.com/wiki/Using_Wikipedia_with_associative_networks_for_document_classification}}
HTML
Niels, Bloom; Mariët, Theune; de F.M.G., Jong. (2013). "<a href="https://wikipediaquality.com/wiki/Using_Wikipedia_with_associative_networks_for_document_classification">Using Wikipedia with associative networks for document classification</a>".
