An Open-Source Toolkit for Mining Wikipedia
Authors | David N. Milne Ian H. Witten |
|---|---|
Publication date | 2013 |
DOI | 10.1016/j.artint.2012.06.007 |
Links | Original Preprint |
An Open-Source Toolkit for Mining Wikipedia - scientific work related to Wikipedia quality published in 2013, written by David N. Milne and Ian H. Witten.
Overview
The online encyclopedia Wikipedia is a vast, constantly evolving tapestry of interlinked articles. For developers and researchers it represents a giant multilingual database of concepts and semantic relations, a potential resource for natural language processing and many other research areas. This paper introduces the Wikipedia Miner toolkit, an open-source software system that allows researchers and developers to integrate Wikipedia@?s rich semantics into their own applications. The toolkit creates databases that contain summarized versions of Wikipedia@?s content and structure, and includes a Java API to provide access to them. Wikipedia@?s articles, categories and redirects are represented as classes, and can be efficiently searched, browsed, and iterated over. Advanced features include parallelized processing of Wikipedia dumps, machine-learned semantic relatedness measures and annotation features, and XML-based web services. Wikipedia Miner is intended to be a platform for sharing data mining techniques.
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Wikipedia Quality
Milne, David N.; Witten, Ian H.. (2013). "[[An Open-Source Toolkit for Mining Wikipedia]]". Elsevier. DOI: 10.1016/j.artint.2012.06.007.
English Wikipedia
{{cite journal |last1=Milne |first1=David N. |last2=Witten |first2=Ian H. |title=An Open-Source Toolkit for Mining Wikipedia |date=2013 |doi=10.1016/j.artint.2012.06.007 |url=https://wikipediaquality.com/wiki/An_Open-Source_Toolkit_for_Mining_Wikipedia |journal=Elsevier}}
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Milne, David N.; Witten, Ian H.. (2013). "<a href="https://wikipediaquality.com/wiki/An_Open-Source_Toolkit_for_Mining_Wikipedia">An Open-Source Toolkit for Mining Wikipedia</a>". Elsevier. DOI: 10.1016/j.artint.2012.06.007.
