COL764
| COL764 | |
|---|---|
| Information Retrieval and Web Search | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | |
| Overlaps | |
COL764 : Information Retrieval and Web Search
[edit]Retrieval models (Boolean, vector-space, probabilistic, language- Courses of Study 2024-2025 Computer Science and Engineering 165model, Markov random fields, diversity-aware); Design of test collections (TREC, crowd-sourcing) and retrieval effectiveness measures (micro-/macro-F measure, nDCG, BPref); Collection models (multinomial repr.; topic mixtures) and topic modeling (LSA/LSI, LDA); Search engine architecture (crawling, indexing, and web-page ranking); Learning to rank; Knowledge graphs; Responsible IR (e.g., handling bias and fake-news, privacy, etc.).