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دسته بندی:
هوش مصنوعی - Artificial intelligence
سال انتشار:
2013
عنوان انگلیسی مقاله:
An open-source toolkit for mining Wikipedia
ترجمه فارسی عنوان مقاله:
کیت ابزار متن باز برای استخراج ویکیپدیا
منبع:
sciencedirect-Artificial Intelligence 194 (2013) 222–239
نویسنده:
David Milne , Ian H. Witten
چکیده انگلیسی:
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 opensource 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 Keywords: Wikipedia Toolkit Ontology extraction Semantic relatedness Disambiguation Annotation
قیمت: رایگان
توضیحات اضافی:
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