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    政大機構典藏 > 理學院 > 資訊科學系 > 會議論文 >  Item 140.119/112293
    Please use this identifier to cite or link to this item: http://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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