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INFSCI 2480/ISSP2280: Adaptive Information Systems

(Spring 2015, CRN 21827)

[ Formal Data | Syllabus | Readings | Course Materials | Course Tools ]

Course Materials and Schedule

The materials for the future lectures are "best guess" and provided for better course overview rather than for detailed planning

January 6 Introduction to the Adaptive Web [slides, syllabus slides, readings] Homework 1 issued
January 13

Session 1
User profiles for personalized information access [slides, readings]
Adaptive search [slides, readings]

Homework 1 Due
Team for the topic presentation selected
January 20

Session 2
Document modeling [slides, readings]
Text Processing (Zhao) [slides, readings]

Topic for the topic presentation selected
Homework 2 issued
January 27

Session 3
Content-based filtering and recommendation [slides, readings]
Processing RSS Feeds (Zhao) [slides]

February 3

Session 4
Collaborative filtering [slides, readings]
System Presentations

Team for the Final Project reported
System Presentations Due

February 10

Session 5
User Models for adaptive hypermedia and adaptive educational systems [slides, readings]
Adaptive News Access (Steinberg) [slides, readings]

February 17

Session 6
Adaptive navigation support [slides, readings]
Adaptive presentation [slides, readings]

Homework 2 Due
Topic for the Final Project reported

February 24

Session 7
Project Design Presentation
Case-base recommendation [slides, readings]

Project Designs Due
March 3 Session 10
Hybrid Web recommender systems [slides, readings]
Social Navigation [slides, readings]
March 10

Spring Break

March 17

Session 8
Group Recommendation [slides, readings]
Social Recommender Systems [slides, readings]

March 24

No Class

March 31

Session 9
Probabilistic Student Modeling (Huang) [slides, readings, readings2, readings3]

April 7

Session 11
Social Search [slides, readings]
Adaptive techniques in Web-based education [slides, readings]

April 14

Session 12
Advanced Recommendation Approaches (Sahebi) [slides, readingMF, readingsLDA, readingsCRD, listeningTM]
Open Corpus Adaptive Hypermedia [slides, readings]
*Adaptive Mobile Guides [slides,readings]
*Empirical evaluation of personalized web systems [slides, readings]
*Adaptive Collaboration Support [slides, readings]

April 21 Project presentations Final Project Due

Copyright © 2015 Peter Brusilovsky