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Cultural event extraction for Chinese public libraries

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Event extraction is an important research topic for information extraction. The event extraction technique extracts events of interest from the unstructured information and presents them to the user in a structured manner. Digital Library Promotion Project launched by National Library of China collects public cultural event news released by Chinese public libraries, and this paper presents the method of collecting events from cultural domain news text and propose an approach to discover cultural event automatically. To distinguish cultural news from noisy data and identify the event types, we established a cultural keywords dictionary. For event argument recognition, we adopted pattern matching method. Experimental result valid the method, and a F1 score of 86.43% on average is achieved with cultural event news from 319 Chinese public libraries.

源语言英语
主期刊名Proceedings - 2019 34rd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2019
出版商Institute of Electrical and Electronics Engineers Inc.
730-734
页数5
ISBN(电子版)9781728139364
DOI
出版状态已出版 - 6月 2019
活动34rd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2019 - Jinzhou, 中国
期限: 6 6月 20198 6月 2019

出版系列

姓名Proceedings - 2019 34rd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2019

会议

会议34rd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2019
国家/地区中国
Jinzhou
时期6/06/198/06/19

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