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INFSCI 2480 / ISSP2280: Adaptive Information Systems

(Fall 2018, CRN 30332)


[ 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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August 27 Introduction to the Adaptive Information Systems [slides, syllabus slides, readings] Homework 1 issued
September 3

Labor Day, no class

Homework 1 Due
September 10

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

Homework 2 issued
September 17

Session 2
Document modeling [slides, readings]
Content-based filtering and recommendation [slides, readings]

Text Processing (Chau) [slides, readings]

 
September 24

Session 3
Rating-Based Collaborative filtering [slides, readings]
Processing RSS Feeds (Chau) [slides]

Team for the topic presentation selected


October 1

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

Topic for the topic presentation selected
October 8

Session 5
Collaborative Information Search
Social Navigation [slides, readings]

Team for the Final Project reported
Homework 2 Due

October 16 (TUESDAY!)

Session 6
System Presentations

Topic for the Final Project reported
System Presentations Due

October 22

Session 7
Tag-Based Recommendation [slides, readings]
Adaptive presentation [slides, readings]

 
October 29

Session 8
Project Design Presentation
From Opinions to Recommendations [slides, readings]

Project Designs Due
November 5

Session 9
Case-base recommendation [slides, readings]
Recommending Based on Implicit Feedback [slides, readings]

 
November 12

Session 10
Social Search [slides, readings]
Network-based Social Search [slides, readings]

 
November 19

Session 11
Recommendation Based on Social Links [slides, readings]
Open Corpus Adaptive Hypermedia [slides, readings]


 
November 26

Session 12
People Recommendation in Social Media [slides, readings]
Hybrid Web recommender systems [slides, readings]


 
December 3

Session 13
Location-Based Recommendation
[slides, readings]
Group Recommendation [slides, readings]


 
December 10 Project presentations Final Project Due

Copyright © 2018 Peter Brusilovsky