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| Title | FIN10K: A Web-based Information System for Financial Report Analysis and Visualization |
| Creator | 蔡銘峰 Liu, Yu-Wen Liu, Liang-Chih Wang, Chuan-Ju Tsai, Ming-Feng |
| Contributor | 資訊科學系 |
| Key Words | data visualization; text mining; web-based system |
| Date | 2016-10 |
| Date Issued | 29-Aug-2017 13:23:32 (UTC+8) |
| Summary | 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 |
| Type | conference |
| DOI | http://dx.doi.org/10.1145/2983323.2983328 |
| dc.contributor | 資訊科學系 | zh_TW |
| dc.creator (作者) | 蔡銘峰 | zh_TW |
| dc.creator (作者) | Liu, Yu-Wen | en_US |
| dc.creator (作者) | Liu, Liang-Chih | en_US |
| dc.creator (作者) | Wang, Chuan-Ju | en_US |
| dc.creator (作者) | Tsai, Ming-Feng | en_US |
| dc.date (日期) | 2016-10 | en_US |
| dc.date.accessioned | 29-Aug-2017 13:23:32 (UTC+8) | - |
| dc.date.available | 29-Aug-2017 13:23:32 (UTC+8) | - |
| dc.date.issued (上傳時間) | 29-Aug-2017 13:23:32 (UTC+8) | - |
| dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/112293 | - |
| dc.description.abstract (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/. | en_US |
| dc.format.extent | 2260696 bytes | - |
| dc.format.mimetype | application/pdf | - |
| dc.relation (關聯) | Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, Pages 2441-2444 | en_US |
| dc.subject (關鍵詞) | data visualization; text mining; web-based system | en_US |
| dc.title (題名) | FIN10K: A Web-based Information System for Financial Report Analysis and Visualization | en_US |
| dc.type (資料類型) | conference | |
| dc.identifier.doi (DOI) | 10.1145/2983323.2983328 | |
| dc.doi.uri (DOI) | http://dx.doi.org/10.1145/2983323.2983328 |