Schedule
IIR:
Introduction to Information Retrieval
| Date | Topic | Reading |
| 2025/02/21 | Overview | |
| 2025/02/28 |
Introduction to IR
IR System Index, Compression & Query Optimization |
IIR Ch1.1~Ch1.3, Ch2.2~Ch2.4 |
| 2025/03/07 | Index, Compression & Query Optimization |
IIR Ch5.1.1~Ch5.1.2, Ch5.2 Postings Compression Query Processing & Optimization Assignment 1 (due on 3/14) |
| 2025/03/14 |
Vector Space Model Latent Semantic Indexing |
IIR Ch6.2~Ch6.4, Ch18 Assignment 2 (due on 3/21) |
| 2025/03/21 | Probabilistic Model |
IIR Ch11 Assignment 3 (due on 4/6) |
| 2025/03/28 | Language Model | IIR Ch12 |
| 2025/04/04 |
Performance Evaluation Mixture Model & EM |
IIR Ch8 EM Algorithm Assignment 4 (due on 4/11) |
| 2025/04/11 |
Link Analysis |
IIR Ch21 |
| 2025/04/18 |
Midterm Exam |
|
| 2025/04/25 |
Recommendation |
Recommender System |
| 2025/05/02 |
Neural Language Model |
Assignment 5 (due on TBA) |