Information Retrieval - CS60092
Spring Semester - 2019-20
Instructors
Saptarshi Ghosh and
Pawan Goyal
Course Timings
Lectures
Wednesday - 10:00 - 11:00 (NC-132)
Thursday - 9:00 - 10:00 (NC-132)
Friday - 11:00 - 12:00 (NC-132)
Teaching Assistants
Rajdeep Mukherjee, Shounak Paul, Avirup Mukherjee, Prajwal Singhania
Announcements
Syllabus for Mid Sem: Topics covered upto Feb 7th.
The list of registered students as retrieved from ERP is here.
The registration for the course is now cloased. We will not be able to
accept any more requests.
Tentative Weightage: Mid-sem (30 %), End-Sem (40 %), Term Project (30 %).
First Class on January 8th, 10:00 AM.
Lecture Slides
| January 8th, 2020 |
Introduction |
| January 9th-10th, 2020 |
Boolean Retrieval |
| January 15th, 2020 |
Pre-processing |
| January 16-17th, 2020 |
Skip
Pointers, Phrase Queries |
| January 22-24th, 2020 |
Scoring,
Term Weighting and the Vector Space Model |
| January 30-31st, 2020 |
Evaluation |
| Feb 5-7th, 2020 |
Dictionaries
and Tolerant Retrieval |
| Feb 12-14th, 2020 |
Index Construction |
| Feb 26-27th, 2020 |
Index Compression |
| Feb 28th, 2020 |
Relevance Feedback |
| March 4th, 2020 |
Relevance Feedback and
Query Expansion |
| March 5th, 2020 |
Query Augmentation |
| March 6th-11th, 2020 |
Statistical Language Models for IR |
| March 12th, 2020 |
Web Crawling |
| March 13th, 2020 |
Link Analysis: HITS |
| March 16-20th, 2020 |
Link Analysis: Part 2 (PageRank): Powerpont Show (ppsx) file |
| March 16-20th, 2020 |
Words Vectors - Part 1 (Youtube Video) |
| March 16-20th, 2020 |
Words Vectors - Part 2 (Youtube Video) |
| March 20th, 2020 |
Semantic Matching using Neural Networks |
| March 23rd, 2020 - May 4th, 2020 |
Material in Drive |
Text and Reference Literature
- Manning, Christopher D., Prabhakar Raghavan, and Hinrich
Schütze. Introduction to information retrieval, Cambridge:
Cambridge university press, 2008.
|