Stanford
	    University

CS276 / LING 286
Info
rmation Retrieval and Web Mining
Autumn 200
6

Christopher Manning and Prabhakar Raghavan


Lecture: 3 units, TuTh 4:15-5:30 Gates B03
Section: 0 units,
one for each assignment (see the syllabus), Friday 3:15-4:05pm, Skilling 193 live on E4.
TAs: Jeff Michels, Ying Xu, Daniel Ramage
Staff e-mail: cs276-aut0607-staff@lists.stanford.edu

Lectures are also available online and on television through SCPD/SITN.

Final Mean: 61.3; Standard Deviation: 12.6

Practice Final

Programming Exercise #2

Problem Set #2

Midterm

Programming Exercise #1

Problem set #1

Course Description:

Basic and advanced techniques for text-based information systems: efficient text indexing; Boolean and vector space retrieval models; evaluation and interface issues; Web search including crawling, link-based algorithms, and Web metadata; text/Web clustering, classification; text mining.

Syllabus

Additional Information

Staff Contact Information

Newsgroup: We strongly recommend students to post questions to the course newsgroup su.class.cs276 (instead of sending emails).  This forum enables students to discuss the questions they encounter in lectures or assignments. For information about how to access the newsgroup see A Stanford Intro to Usenet .

Email: If you have a question not appropriate for the newsgroup (e.g., one that is only relevant to your situation or one that reveals part of your solution to a homework question), please email the staff mailing list at cs276-aut0607-staff@lists.stanford.edu.

Professor: Christopher Manning
Office: Gates 158
Office Hours: Tuesday 11:00-12:00; Thursday 3:00-4:00
Email: manning@cs.stanford.edu

Professor: Prabhakar Raghavan
Office: none on campus
Office Hours: by appointment
Email: pragh@cs.stanford.edu

TA: Jeff Michels
Office: Gates 114
Office Hours: Monday 10:30-12:00; Tuesday 1:30-3:00
Phone: (650)725-6965
Email: jmichels@stanford.edu

TA: Ying Xu
Office: Gates 470
Office Hours: Wednesday 1:30-3:00; Friday 10:30-12:00
Phone: (650)723-1787
Email: xuying@stanford.edu

TA: Daniel Ramage
Office: Gates 114
Office Hours: Wednesday 3:30-5:00
Phone: (650)725-6965
Email: email address

Course admin: Sarah Lee
Office: Gates 150
Email: saylee@cs.stanford.edu

Textbook:

Introduction to Information Retrieval, by C. Manning, P. Raghavan, and H. Schütze.

Available in draft form, as a reader from the Stanford bookstore. You can also download and print (perhaps updated) chapters at the book website. 

Prerequisites:

CS 103B and CS 107, and any one of CS 121, CS 145, or CS 161, or equivalent background.

Programming experience will be necessary for the two practical exercises.

Announcements:

There is a submission box outside of Prof.Manning's office. If you submit your assignment late, please put the date on top of your assignment and the number of late days used.