課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
---|---|---|---|---|
A107012 | 文件分類與網際網路探勘 | Text Classification and Web Mining | 3.0 | 3 |
中文概述 Chinese Description | 本課程針對文件方面的資料,以及網際網路上的資訊作進一步的探勘分析工作。課程內容除了解釋何謂自動索引、自動摘要外,也進一步說明各項文件資訊探勘之項目(包括文件自動歸類、文件自動分類、關聯詞提示)及分析之技術。 | |||
英文概述 English Description | This course aims at introducing state-of-the-art technology of Text Classification and Web mining. The fundamental theories of Text mining techniques, such as latent semantic indexing, taxonomy induction, cluster labeling, classification algorithms and their evaluation, text filtering and routing, are included. Several practical case studies will also be addressed. |
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