IS 202 : Information Organization and Retrieval

Administrivia

Teaching Team 

202 Team

Professor Marc Davis

Email: marc@sims.berkeley.edu

Website: http://garage.sims.berkeley.edu/marc.cfm

Office number: (510) 643-2253

Office Hours: Thursday 2:00pm-4:00pm 314 South Hall Also by appointment. No office hours on Thursday, Sept. 16. Changed to Tuesday, Sept. 14, 1-3 PM

Professor Ray Larson

Email: ray@sims.berkeley.edu

Website: http://www.sims.berkeley.edu/~ray/

Office number: (510) 642-6046

Office Hours: Thursday 1:00pm-3:00pm 207B South Hall

TA Alison Billings

Office Hours: Monday 11:00am-1:00pm SIMS downstairs lab, Room 5 Also by appointment.

TA Tu Tran

Office Hours: Wednesday 11:30am-1:30pm SIMS downstairs lab, Room 5 Also by appointment

Course Information

School of Information Management and Systems INFOSYS 202

Course Dates: August 31 to December 9, 2004

Lecture Schedule: Tuesday Thursday 10:30am-12:00pm in 202 South Hall

Units: 4

Grading Option: Letter Grade only

Course Texts

Required

Modern Information Retrieval, Ricardo Baeza-Yates and Berthier Ribeiro-Neto. Addison Wesley, 1999. ISBN: 020139829X

The Organization of Information (Library and Information Science Text Series), Arlene Taylor. Libraries Unlimited, 2nd edition, 2003. ISBN: 1563089696

Available at the campus bookstore

Recommended

Programming for Corpus Linguistics (Edinburgh Textbooks in Empirical Linguistics), Oliver Mason. Edinburgh Univ Press, 2001. ISBN: 0748614079

Practical Digital Libraries: Books, Bytes, & Bucks, Michael Lesk. Morgan Kaufmann Publishers, 1997. ISBN: 1558604596

Optional

Information Retrieval, C. J. van Rijsbergen. Butterworths, 1975.

This book is available online.

Organizing knowledge: an introduction to information retrieval, Jennifer Rowley. Ashgate Publishing, 1992.

Silicon Dreams: Information, Man, and Machine, Robert Lucky. St. Martin's, 1989.

Ideas and Information: Managing in a High-Tech World, Arno Penzias. W.W. Norton, 1989.

Reader

Available at Copy Central, Bancroft

Grading Criteria

60% Assignments

25% Final Exam

15% Class Participation

Course Work

August 31 : Tuesday

Course Overview 

Lecturer: Ray Larson

Required Readings

"Library of Babel" Jorge Luis Borges [Online]

Resources

The Student Questionnaire and your answer to the question, What is Information assigned 

Due on September 2

Assignment details

September 2 : Thursday

What is Information? History of Information Search and Organization 

Lecturer: Ray Larson

Required Readings

Chapters 1 and 2 of The Organization of Information (Library and Information Science Text Series) [Textbook]

Optional Readings

Data Powers of Ten [Online]

A Question of Scale [Online]

The Size and Growth Rate of the Internet [Online]

Resources

The Student Questionnaire and your answer to the question, What is Information due 

September 7 : Tuesday

Introduction to IR; The Search Process 

Lecturer: Ray Larson

Required Readings

Chapter 1 of Modern Information Retrieval [Textbook]

"Footprints in the Snow" Munro, Hook and Benyon [Reader]

"Berry-Picking" Bates [Reader]

"Where did you Put It?" Berlin et. Al. [Reader]

Resources

September 9 : Thursday

Boolean Queries; Text Processing (tokenization, morphological analysis) 

Lecturer: Ray Larson

Required Readings

Chapters 2 and 4 of Modern Information Retrieval [Textbook]

"How to Use Controlled Vocabularies More Effectively in Online Searching" Bates [Reader]

"Improving Full-Text Precision on Short Queries using Simple Constraints" Hearst [Reader]

Resources

September 14 : Tuesday

Web Search Architecture and Crawling 

Lecturer: Ray Larson

Required Readings

"The Anatomy of a Large-Scale Hypertextual Web Search Engine" Brin and Page [Reader]

"Extensible Web Crawler" Heydon, Allan and Najork, Marc [Reader]

Resources

September 16 : Thursday

Implementing Web Site Search Engines 

Guest Lecturer: Avi Rappoport of Search Tools Consulting (email, website)

Required Readings

Chapter 13 of Modern Information Retrieval [Textbook]

Resources

September 21 : Tuesday

Statistical Properties of Text and Vector Representation 

Lecturer: Ray Larson

Required Readings

"Developments in Automatic Text Retrieval" Salton [Reader]

"Getting Beyond Boole" Cooper [Reader]

"Using Latent Semantic Analysis to Improve Access to Textual Information" Dumais et. Al. [Reader]

Resources

Searching with Lexis-Nexis assigned 

Due on September 28

Assignment details

September 23 : Thursday

Probabilistic Ranking and Relevance Feedback 

Lecturer: Ray Larson

Required Readings

"Cheshire II: Designing a Next-Generation Online Catalog" Larson [Reader]

Resources

September 28 : Tuesday

Evaluation 

Lecturer: Ray Larson

Required Readings

Chapter 3 of Modern Information Retrieval [Textbook]

"An Evaluation of Retrieval Effectiveness for a Full-text Document-Retrieval System" Blair and Maron [Reader]

"Rave Reviews: Acquiring Relevance Assessments from Multiple Users" Belew [Reader]

"A Case for Interaction: A Study of Interactive Information Retrieval Behavior and Effectiveness" Koenemann and Belkin [Reader]

"Work Tasks and Socio-Cognitive Relevence: A Specific Example" Hjorland and Chritensen [Reader]

"Social Information Filtering: Algorithms for Automating "Word of Mouth"" Shardanand and Maes [Reader]

Resources

Searching with Lexis-Nexis due 

In-class Evaluation Lab assigned 

Due on October 5

Assignment details

Ranking Algorithms assigned 

Due on October 5

Assignment details

September 30 : Thursday

Evaluation Lab 

Lecturer: Ray Larson

Required Readings

Chapter 10 of Modern Information Retrieval [Textbook]

October 5 : Tuesday

Database Design 

Lecturer: Ray Larson

Required Readings

"Logical Database Design and the Relational Model" McFadden & Hoffer [Reader]

In-class Evaluation Lab due 

Ranking Algorithms due 

October 7 : Thursday

Database Design- Normalization and SQL 

Lecturer: Ray Larson

Required Readings

"Logical Database Design and the Relational Model" McFadden & Hoffer [Reader]

October 14 : Thursday

Midterm Exam 

10:30am-12:00pm, 202 South Hall

December 14 :

Final Exam 

10:30am-12:00pm, 202 South Hall

25% of final grade

last updated on 2004-09-27 by the syllabus team