| 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 |
|---|---|---|---|---|
| 5905193 | 人本資訊資料探勘 | Human Information Data Mining | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程將介紹資料探勘的技術方法與應用，並以人本資訊處理為主要範例，進行說明與實際分析，以奠定人本資訊處理的基礎。 課程內容涵蓋人本資訊資料的本質與特性、資料前處理、資料維度的縮減、特徵選取、關聯分析、分類與分群技術等。並將實際應用資料探勘工具, 針對人本資訊進行實務分析與個案探討以輔助學習 | |||
| 英文概述 English Description | This course offers an introduction to the concepts and applications in data mining with human-centered information processing as the major examples. Topics include data preprocessing, dimension reduction, feature selection, association rule, classification, and clustering. Exercises and case studies based on human-centered information are included to help students learn the basic ideas and practical tools. | |||
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