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INFSCI 2480 / ISSP2280: Adaptive Information Systems

(Spring 2020, CRN 31245)


[ 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

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January 7, 2020 Introduction to the Adaptive Information Systems [slides, syllabus slides, readings] Homework 1 issued
January 14, 2020

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

Homework 1 Due
Homework 2 issued
January 21, 2020

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

 
January 28, 2020

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

Team for the System presentation selected
February 4, 2020

Session 4
User Models for adaptive hypermedia and adaptive educational systems [slides, readings]
Adaptive navigation support [slides, readings]

 

Topic for the System presentation selected

February 11, 2020

Session 5
Adaptive presentation [slides, readings]
Social Navigation [slides, readings]


Team for the Final Project reported
February 18, 2020

Session 6
Rating-Based Collaborative filtering [slides, readings]

Case-base recommendation [slides, readings]

Homework 2 Due

February 25, 2020

Session 7
System Presentations
Hybrid Web recommender systems [slides, readings]

System Presentations Due
Topic for the Final Project reported

March 3, 2020

Session 8
Project Design Presentation
Social Search [slides, readings]

Project Designs Due
March 10, 2020

Spring break

 
March 17, 2020

Spring break

 
March 24, 2020

Session 9
From Opinions to Recommendations  (Zhao [slides, readings]
Recommendation Based on Social Links [slides, readings]

 
March 31, 2020

Session 10
Tag-Based Recommendation (Rahdari) [slides, readings]
Network-based Social Search [slides, readings]

 
April 7, 2020

Session 11
Collaborative Information Search [slides, readings]
People Recommendation in Social Media [slides, readings]

 
April 14, 2020

Session 12
Location-Based Recommendation (Alenezi)
[slides, readings]
Recommending Based on Implicit Feedback (Chau) [slides, readings]

 
April 21, 2020 Project presentations Final Project Due

Copyright © 2020 Peter Brusilovsky