| 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 |
|---|---|---|---|---|
| 3625043 | 人本資訊資料探勘 | Human-Centered Information and 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，以奠定人本資訊的基礎。 課程內容涵蓋人本資訊的特性、資料前處理、資料維度的縮減、屬性/因子/特徵選取、資料關聯、分類與分群技術等。 並將應用實際人本資訊資料做為分析案例，探討資料探勘在人本資訊的應用。 | |||
| 英文概述 English Description | Human-Centered Information and Data Mining is the introductory course of data mining techniques and their applications in human-centered information processing. This course will cover the basic characteristics of human-centered information, data preprocessing, dimension reduction, feature selection, data association, classification, and clustering techniques. Using human-centered information as example cases for data mining, we will investigate the applications of data mining in human-centered information. | |||
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