Difference between revisions of "An Open-Source Toolkit for Mining Wikipedia"
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| − | '''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 09:53, 12 July 2019
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.
