網路數據分析

臺北科技大學 114-2 學期課程，課號 357209。

• 學期：114-2
• 授課教師：陳香君
• 學分：3
• 選修
• 上課時段：週三 8、9、A 節

課程大綱

本課程主要探索分析不實訊息的方法，透過這門課將學習到異常訊息、社交工程、傳播路徑及深度造假等對不實訊息分析的技術, 包含語意分析、帳號識別分析及傳播路徑對不實訊息的影響分析。 This course is mainly to explore the methods of analyzing false information. Through this course, you will learn the techniques of analyzing false information, such as abnormal information, social engineering, propagation path and deep fake, including semantic analysis, account identification analysis and propagation path. Analysis of the impact of false information.

課程進度

Wk1: Overview Wk2: Introduction of the false information Wk3-5: Text Analysis Methods for Misinformation Wk6-8: Social engineering (Types & Methods) Wk9-12: Propagation Path analysis (Method and techniques) Wk13-15: Network traffic analysis and tools introduction Wk16-18: Project presentation and case study

評量方式

Quiz: 30% Indivisual Project: 20% Team project 50% (presentation 20% +slides 30%)

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：否 /Use of self-made materials