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Indexed by:会议论文

Date of Publication:2016-08-20

Included Journals:EI

Volume:623

Page Number:314-325

Abstract:Culturomics and Chinese text mining methods are of great significance for analyzing the development and evolution of Chinese history and culture. To help researchers analyze a large number of Chinese historical text data, a Chinese historical text mining system based on cultruomics is designed, which includes text data processing and analyzing subsystem, text data visualizing subsystem, and text data clustering and retrieval subsystem. First of all, our system preprocesses the text data, then visualizes the text data with the frequency of words line chart and word cloud, at last selects the text data through clustering and retrieval methods. It further supports researchers to discover knowledge from a large number of historical text data. We demonstrate its general performance on text data of Canton Customs into our system. The result shows that our system is feasible and effective. © Springer Science+Business Media Singapore 2016.