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Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/112293

Title:	FIN10K: A Web-based Information System for Financial Report Analysis and Visualization
Authors:	蔡銘峰 Liu, Yu-Wen Liu, Liang-Chih Wang, Chuan-Ju Tsai, Ming-Feng
Contributors:	資訊科學系
Keywords:	data visualization;text mining;web-based system
Date:	2016-10
Issue Date:	2017-08-29 13:23:32 (UTC+8)
Abstract:	In this demonstration, we present FIN10K, a web-based information system that facilitates the analysis of textual information in financial reports. The proposed system has three main components: (1) a 10-K Corpus, including an inverted index of financial reports on Form 10-K, several numerical finance measures, and pre-trained word embeddings; (2) an information retrieval system; and (3) two data visualizations of the analyzed results. The system can be of great help in revealing valuable insights within large amounts of textual information. The system is now online available at http: //clip.csie.org/10K/.
Relation:	Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, Pages 2441-2444
Data Type:	conference
DOI 連結:	http://dx.doi.org/10.1145/2983323.2983328
DOI:	10.1145/2983323.2983328
Appears in Collections:	[資訊科學系] 會議論文

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