Back to Text Retrieval and Search Engines
University of Illinois Urbana-Champaign

Text Retrieval and Search Engines

Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. Text data are unique in that they are usually generated directly by humans rather than a computer system or sensors, and are thus especially valuable for discovering knowledge about people’s opinions and preferences, in addition to many other kinds of knowledge that we encode in text. This course will cover search engine technologies, which play an important role in any data mining applications involving text data for two reasons. First, while the raw data may be large for any particular problem, it is often a relatively small subset of the data that are relevant, and a search engine is an essential tool for quickly discovering a small subset of relevant text data in a large text collection. Second, search engines are needed to help analysts interpret any patterns discovered in the data by allowing them to examine the relevant original text data to make sense of any discovered pattern. You will learn the basic concepts, principles, and the major techniques in text retrieval, which is the underlying science of search engines.

Status: Information Architecture
Status: Model Evaluation
Course31 hours

Featured reviews

GS

5.0Reviewed May 18, 2020

A bit difficult to complete as the Quiz questions were tougher. But when you go through all, you might feel good.

YZ

4.0Reviewed Aug 23, 2018

I'd appreciate Prof.Zhai's lesson design with robust framework. BUT I really can not accept that the mistake that homework putted in wrong week and STILL NOT FIXED AFTER TWO YEARS!

PM

5.0Reviewed Aug 28, 2016

A great overview of text retrieval methods. Good coverage of search engines. A longer course will cover search engine better (remember this is a 6 weeker)

AR

4.0Reviewed Sep 1, 2016

The explanation is detailed and clear. But the missing star is because I hoped the course would have programming assignments using popular language as python.

AS

4.0Reviewed Feb 17, 2020

This is course provide me a detailed overview of the search engine and some new concepts that I am not aware of . I think now I understand text retrieval techniques

KR

4.0Reviewed Aug 23, 2018

Need indetail inputs on algorithm usage and correct MeTA assignments with working scripts. That makes learning a complete curve.

RR

5.0Reviewed Jun 5, 2020

Excellent Course for Computer Science Enthusiastic.Must and Highly recommend course for all Computer Science and Information technology Aspirant

WP

4.0Reviewed May 27, 2017

I found that there were a lot of mathematical function in this course. I need to see the examples of how are those functions applied in the real programming which support the business.

AG

4.0Reviewed Oct 14, 2019

Course was well taught the instructor's explanation of the topics was very comprehensive. Overall satisfied with the experience

SS

4.0Reviewed Mar 27, 2018

I have learned a lot of concepts through this course, but at a shallow level. It is a great introduction course to IR. It can be improved by adding more programming tasks for hands-on exercise

HJ

5.0Reviewed Jun 25, 2016

This course is complemented with a software and text (not mandatory) and good explanation with diagrams...

AB

4.0Reviewed Aug 8, 2020

Decent course, and I really wanted to do the programming assignments, but I wasn't able to because the packages were unusable :(

All reviews

Showing: 20 of 197

Karl Stroetmann
2.0
Reviewed Jul 30, 2018
steven gershenfeld
3.0
Reviewed May 9, 2020
Devender Bejju
3.0
Reviewed Feb 13, 2019
Melanie Cohn
5.0
Reviewed Jul 3, 2016
Siwei Yang
3.0
Reviewed Mar 4, 2017
Codrin Kruijne
5.0
Reviewed May 13, 2018
Pankaj Kumar Maurya
5.0
Reviewed Aug 29, 2016
Godwin Iferi
5.0
Reviewed Aug 21, 2016
Asif Mohammed
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Reviewed Oct 14, 2019
Ginvile Ramanauskaite
5.0
Reviewed Nov 13, 2019
Ashish Gupta
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Reviewed Apr 4, 2019
Laurencia V Clara _
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Reviewed Feb 26, 2021
Wei Duan
5.0
Reviewed Oct 26, 2017
Jose Alejandro Escudero Hernandez
5.0
Reviewed Sep 21, 2016
Mohamed Sayed
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Reviewed Dec 29, 2020
Ivan Brasilico
5.0
Reviewed Apr 28, 2017
To Phung Huy
5.0
Reviewed May 2, 2019
Hardik Joshi
5.0
Reviewed Jun 26, 2016
Hafidz Jazuli Luthfi
5.0
Reviewed May 7, 2018
zhuoqi jin
5.0
Reviewed Sep 15, 2019