|Instructor||: Venkatesh Vinayakarao|
|Term||: Aug - Dec 2018|
|Teaching Assistants||: To be announced.|
Welcome to Information Retrieval (IR) course! It is difficult to imagine living without search engines. Availability of big data has necessitated a systematic study of retrieval techniques. Principles and practices of information retrieval have been a focus of both researchers and practitioners alike. This course is not about just search engines. It is about dealing with big data and retrieving information which opens up interesting applications for information technology. This course will introduce students to key parts of IR such as indexing techniques, challenges in query processing and well-known retrieval models.
Key Learning Objectives
At the end of this course, you should be able to:
- Understand and apply text retrieval techniques to big data.
- Understand and apply text indexing techniques.
- Analyze and evaluate existing retrieval systems.
|Assignments 2, 3 (4% each)||8%|
Students must bring strong programming skills, preferrably in Java.
The project component is mandatory. Students may form groups of up to three. The objective is to learn by building a search engine yourself. Project will be evaluated in three parts:
- A two page technical report covering the approach.
- A live demo of the project.
- A 15 minute presentation.
- [CPS] An Introduction to Information Retrieval. Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze.
- [BDT] Search Engines: Information Retrieval in Practice. Bruce Croft, Donald Metzler, Trevor Strohman
If you are not
having fun, you are not the best student you can be!