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INFSCI 2480 / ISSP2280: Adaptive Information Systems

(Spring 2021, CRN 32203)


[ 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 19, 2021
Lecture 1

Introduction to the Adaptive Information Systems [slides, syllabus slides, readings] Homework 1 issued
January 26, 2021
Lecture 2

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

Homework 1 Due
Course Topic Selection Due

February 2, 2021
Lecture 3

Document modeling [slides, readings]
Content-based filtering and recommendation [slides, readings]

Team for the System presentation selected
February 9, 2021
Lecture 4

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

Topic for the System presentation selected
February 16, 2021
Lecture 5

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


Team for the Final Project reported

February 23, 2021

Self-care Day

 
March 2, 2021
Lecture 6

Rating-Based Collaborative filtering [slides, readings]
Group Recommendation [slides, readings]

Topic for the Final Project reported
March 9, 2021
Lecture 7

Case-base recommendation [slides, readings]


March 16, 2021
Lecture 8

System Presentation
Tag-Based Recommendation (Akhuseyinoglu) [slides, readings]

System Presentations Due

March 23, 2021
Lecture 9

Project Design Presentation
Social Search [slides, readings]

Project Designs Due
March 30, 2021
Lecture 10

Hybrid Web recommender systems [slides, readings]
Recommendation Based on Social Links [slides, readings]

 
April 6, 2021
Lecture 11

Recommending Based on Implicit Feedback (Chau) [slides, readings]
People Recommendation in Social Media [slides, readings]

 
April 13, 2021
Lecture 12

Collaborative Information Search [slides, readings]
Adaptive Collaboration Support (Risha)
[slides, readings]

 
April 20, 2021
Lecture 13

Interactive Recommender Systems (Parra) [slides, readings]
Network-based Social Search [slides, readings]

 
April 27, 2021 Project presentation Final Project Due

Copyright © 2021 Peter Brusilovsky