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arXiv 1602.00515cs.AIcs.CL
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Marvin:使用多个知识源的语义标注

Marvin: Semantic annotation using multiple knowledge sources

University of Manchester(曼彻斯特大学)

Nikola Milosevic

摘要:

人们正在生产比历史上任何时候都多的书面材料。这一增长如此之高,以至于各领域的专业人员再也无法应付如此数量的出版物。文本挖掘工具可以为用户提供帮助,而文本语义标注是辅助信息检索和信息抽取的工具之一。在这份报告中,我们介绍了Marvin,一个用Java编写的文本注释器,它可以用作命令行工具和Java库。Marvin能够使用多个源注释文本,包括WordNet,MetaMap,DBPedia和以SKOS表示的同义词。

英文摘要:

People are producing more written material then anytime in the history. The increase is so high that professionals from the various fields are no more able to cope with this amount of publications. Text mining tools can offer tools to help them and one of the tools that can aid information retrieval and information extraction is semantic text annotation. In this report we present Marvin, a text annotator written in Java, which can be used as a command line tool and as a Java library. Marvin is able to annotate text using multiple sources, including WordNet, MetaMap, DBPedia and thesauri represented as SKOS.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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