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    題名: FIN10K: A Web-based Information System for Financial Report Analysis and Visualization
    作者: 蔡銘峰
    Liu, Yu-Wen
    Liu, Liang-Chih
    Wang, Chuan-Ju
    Tsai, Ming-Feng
    貢獻者: 資訊科學系
    關鍵詞: data visualization;text mining;web-based system
    日期: 2016-10
    上傳時間: 2017-08-29 13:23:32 (UTC+8)
    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/.
    關聯: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, Pages 2441-2444
    資料類型: conference
    DOI 連結: http://dx.doi.org/10.1145/2983323.2983328
    DOI: 10.1145/2983323.2983328
    顯示於類別:[資訊科學系] 會議論文

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