Information Retrieval - CS60092
Spring Semester - 2015-16
Instructors
Pawan Goyal and Animesh Mukherjee
Course Timings
Lectures
Monday - 17:00 - 18:00 (NR221/222)
Thursday - 17:00 - 18:00 (NR221/222)
Friday - 17:00 - 18:00 (NR221/222)
Office Hours
Friday - 18:10 - 19:10 (CSE-308)
Teaching Assistants
Mayank Singh, Amrith Krishna, Koustav Rudra, Suman Kalyan Maity and Abhishek Sikchi
Announcements
Demos for the term projects will be on April 10th, between 4:00 to
8:00 PM. Exact schedule will be decided later.
No class on January 11th.
January 6th, 2016:From January 7th (Thursday), classes
will be held in Nalanda, Room NR221.
January 4th, 2016: The course will feature a term-project,
consisting of retrieval and recommendation tasks on various sets of
text data including tweets, news articles, product reviews, scientific
articles, question answering forums etc. Students will be forming
groups and each group will select one of the datasets as well for a
search/recommendation task. Tentatively, the overall weightage of the
project would be 30%. Mid-sem will account for 25% and End-sem will
account for the rest 45%.
First class of Information Retrieval will be held on January 4th
(Monday), 17:00 - 18:00 at CSE-120.
Lecture Slides
| January 4th, 2016 |
Introduction |
| January 7th, 2016 |
Boolean Retrieval |
| January 8th, 2016 |
Pre-processing |
| January 14th-16th, 2016 |
Skip Pointers, Dictionaries,
Tolerant Retrieval |
| January 18th-21st, 2016 |
Index Construction |
| January 25th-28th, 2016 |
Index Compression |
| January 29th, 2016 |
Ranked Retrieval, Vector Space model |
| February 1st-4th, 2016 |
Evaluation |
| February 5th, 2016 |
Relevance Feedback and Query Expansion |
| February 8th-11th, 2016 |
Probabilistic Information Retrieval |
| February 29th, 2016 |
Lamguage Models for Information Retrieval |
| March 3rd, 2016 |
Naive Bayes for Text Classification |
| LSI Example |
Example Link |
| Study Material Post Mid-sem |
Links |
Ipython Notebook for hands-on
Please follow the instructions provided here.
Text and Reference Literature
- Manning, Christopher D., Prabhakar Raghavan, and Hinrich Schütze. Introduction to information retrieval, Cambridge: Cambridge university press, 2008.
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