NimbleMiner：一种新型多语言文本挖掘应用程序。

NimbleMiner: A Novel Multi-Lingual Text Mining Application.

作者信息

Topaz Maxim

机构信息

School of Nursing & Data Science Institute, Columbia University, New York City, NY, USA.

Visiting Nurse Service of New York, New York City, NY, USA.

出版信息

Stud Health Technol Inform. 2019 Aug 21;264:1608-1609. doi: 10.3233/SHTI190558.

DOI:10.3233/SHTI190558

PMID:31438255

Abstract

This demonstration showcase will present a novel open access text mining application called NimbleMiner. NimbleMiner's architecture is language agnostic and it can be potentially applied in multiple languages. The system was applied in a series of recent studies in several languages, including English and Hebrew. The system showed good results in terms of text classification performance when compared to other natural language processing approaches.

摘要

本次演示展示将呈现一款名为NimbleMiner的新型开放获取文本挖掘应用程序。NimbleMiner的架构与语言无关，并且有可能应用于多种语言。该系统已应用于近期一系列多种语言的研究中，包括英语和希伯来语。与其他自然语言处理方法相比，该系统在文本分类性能方面表现出良好的效果。