Outline and Schedule
This is a preliminary outline for the course. It is expected to change during the semester.
(Week. Content -- dates -- readings)
Introduction to Course & IR history -- (Jan 19) -- Readings: Preface in Manning Papers by Joyce and Needham (PDF); Luhn (PDF); Doyle (PDF)in Readings
- Slides from Lecture 1 download
Key Concepts in IR -- (Jan 24, 26) -- Readings: Chapter 2, 3, 4 in Manning; Maron and Kuhns (PDF); Cleverdon (PDF); Salton and Lesk (PDF); Hutchins (PDF); Saracevic (PDF) in Readings from Lecture 3
IR Models: Boolean and Extensions -- (Jan 31, Feb 2) -- Readings: Ch. 1, 2, 3, 4, 5 in Manning; - McCune, Tong & Dean "RUBRIC..." (PDF)
Slides from Lecture 4 download
Slides from Lecture 5 download
Porter Stemmer code download zip
IR Models: Vector Space -- (Feb 7, 9) -- Readings: Ch. 6, 7 in Manning; - Salton, Wong & Yang "A Vector Space Model..." (PDF); Salton & Buckley "Term-Weighting Approaches..." (PDF); Salton & McGill "SMART and SIRE..." (PDF); Additional Readings: Salton (Science) (PDF); Singhal, Buckley & Mitra (Pivoted) (PDF); Raghavan & Wong (PDF)
Vector Space and Clustering -- (Feb 14, 16) -- Readings: Ch. 16 and 17 in Manning;
Slides from Lecture 8 download
Slides from Lecture 9 download
Download trec_eval source download gzip tar file
IR Models: Probabilistic Models -- (Feb 23) -- Readings: Ch. 11 in Manning; - Robertson "The Probability Ranking Principle in IR"(PDF); Belkin, et al. "ASK for IR"(PDF); Croft & Harper "Using Probabilistic..." (PDF); Turtle & Croft "Inference Networks" (PDF); Cooper, Gey, Dabney "Staged Logistic Regression" (PDF); Ponte & Croft ;Lavrenko & Croft; Hiemstra, Robertson & Zaragoza
- Monday Feb. 21 is President's Day Holiday
- Slides from Lecture 10 download
Evaluation and Measures -- (Feb 28, Mar 2) -- Readings: Ch. 8 in Manning; Blair and Maron "An Evaluation of Retrieval Effectiveness for a Full-Text Document-Retrieval System" (PDF); Armstrong, Moffat, Webber and Zobel "Improvements that don't add up: Ad-Hoc Retrieval Results Since 1998" (PDF);
IR Evaluation and Measures -- (Mar 7, 9) -- Readings: Ch. 8 in Manning; Ch. 4 in Readings in IR
- Slides from Lecture 13 download
Mini-TREC new queries for evaluation
IR Components Introduction: Relevance Feedback and LSI -- (Mar 14, 16) -- Readings: Ch. 8 in Manning;& Salton and Buckley "...Relevance Feedback...", Griffiths, Luckhurst and Willett "Using Interdocument Similarity...".
Spring Break: No Class -- (Mar 21, 23) -- Readings: Ch. ?
Filtering and TDT & NLP -- (Mar 28, 30) -- Readings: Ch. 18 in Manning; David Ferucci, et al. "Building Watson: An overview of the DeepQA Project" (PDF); John Markoff "A Fight to Win the Future: Computers vs. Humans (NYT)" (PDF).
- Slides from Lecture 16 download Supplementary PPT (password required)
- Slides from Lecture 17 download
Intro to Geographic IR -- (Apr 4, 6) -- Readings: Ch. 9, 10 in Manning;
Digital Libraries & GIR & Web IR -- (Apr 11, 13) -- Readings: Ch. 18 in Manning;
- Slides from Lecture 20 download
Web IR & Grid/Cloud IR -- -- (Apr 18, 20) -- Readings: Ch. 19, 20, 21 in Manning; Google Description
Mini-TREC results of runs due Monday! Mini-TREC Results and system rankings returned Wednesday.
Future of IR & Reports -- (Apr 25, 27) -- Readings:
- Slides from Lecture 23 download
Mini-TREC: Group reports Apr 27th
RRR WEEK -- (May 3, 5) -- Readings: Ch. 15 in Manning; No Class Meetings in RRR Week -- work on your paper
Final papers due -- (May 9) -- Readings: Ch. ?