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政大機構典藏 > 商學院 > 風險管理與保險學系 > 專書/專書篇章 > Item 140.119/45767

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/45767

Title:	Identifying Firm-Specific Risk Statements in News Articles
Authors:	陳彩稚 Lu, Hsin-Min;Huang, Nina WanHsin;Zhang, Zhu;Chen , Tsai-Jyh
Date:	2009-04
Issue Date:	2010-10-06 10:40:31 (UTC+8)
Abstract:	Textual data are an important information source for risk management for business organizations. To effectively identify, extract, and analyze risk-related statements in textual data, these processes need to be automated. We developed an annotation framework for firm-specific risk statements guided by previous economic, managerial, linguistic, and natural language processing research. A manual annotation study using news articles from the Wall Street Journal was conducted to verify the framework. We designed and constructed an automated risk identification system based on the annotation framework. The evaluation using manually annotated risk statements in news articles showed promising results for automated risk identification.
Relation:	Intelligence and Security Informatics, Springer-Verlag, pp.42-53
Data Type:	book/chapter
DOI 連結:	http://dx.doi.org/10.1007/978-3-642-01393-5_6
DOI:	10.1007/978-3-642-01393-5_6
Appears in Collections:	[風險管理與保險學系] 專書/專書篇章

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