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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

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