標題: FIN10K: A Web-based Information System for Financial Report Analysis and Visualization
作者: Liu, Yu-Wen
Liu, Liang-Chih
Wang, Chuan-Ju
Tsai, Ming-Feng
資訊管理與財務金融系 註:原資管所+財金所
Department of Information Management and Finance
關鍵字: web-based system;text mining;data visualization
公開日期: 2016
摘要: 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/.
URI: http://dx.doi.org/10.1145/2983323.2983328
http://hdl.handle.net/11536/134315
ISBN: 978-1-4503-4073-1
DOI: 10.1145/2983323.2983328
期刊: CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT
起始頁: 2441
結束頁: 2444
Appears in Collections:Conferences Paper