Difference between revisions of "An Open-Source Toolkit for Mining Wikipedia"
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| + | | title = An Open-Source Toolkit for Mining Wikipedia | ||
| + | | date = 2013 | ||
| + | | authors = [[David N. Milne]]<br />[[Ian H. Witten]] | ||
| + | | doi = 10.1016/j.artint.2012.06.007 | ||
| + | | link = https://dl.acm.org/citation.cfm?id=2405918 | ||
| + | | plink = https://www.semanticscholar.org/paper/An-open-source-toolkit-for-mining-Wikipedia-Milne-Witten/435ffbc4c2b580b92ccb9e2bf621941ef5fcfde7/figure/12 | ||
| + | }} | ||
'''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]]. | '''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 == | == 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. | 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. | ||
Revision as of 07:16, 5 October 2019
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.
