返回到 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.

状态:Information Architecture
状态:Model Evaluation
课程小时

精选评论

GS

5.0评论日期: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

4.0评论日期: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

5.0评论日期: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

4.0评论日期: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

4.0评论日期: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

4.0评论日期:Aug 23, 2018

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

RR

5.0评论日期:Jun 5, 2020

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

WP

4.0评论日期: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

4.0评论日期:Oct 14, 2019

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

SS

4.0评论日期: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

5.0评论日期:Jun 25, 2016

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

AB

4.0评论日期: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 :(

所有审阅

显示:20/197

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