Web Retrieval and Mining

Spring 2025

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2025/05/02

• [slide] Neural language Model
• [hw] Assignment 5

2025/04/24

• [info] The class on 4/25 will be conducted asynchronously online. Please watch the videos on NTU COOL.
• [slide] Recommendation

2025/04/10

• [slide] Link Analysis

2025/03/28

• [info] The class on 4/4 will be conducted asynchronously online. Please watch the videos on NTU COOL.
• [slide] Mixture Model & EM
• [hw] (Hand-written) Assignment 4

2025/03/21

• [slide] Probabilistic Model
• [slide] Language Model
• [hw] (Programming) Assignment 3

2025/03/13

• [slide] Vector Space Model
• [hw] (Hand-written) Assignment 2

2025/03/07

• [hw] (Hand-written) Assignment 1

2025/02/26

• [info] This Friday, due to the 228 holiday, the class will be switched to an online asynchronous format. Please watch the videos on NTU COOL, where the slide password is also announced.
• [slide] Introduction to IR
• [slide] IR System
• [slide] Index, Compression & Query Optimization

2025/02/21

• [slide] Overview of the Course