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INFSCI 2480 / ISSP2280: Adaptive Information Systems

(Fall 2018, CRN 30332)

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


Main Course Books

The following book will serve as the main course books. Almost all readings will be assigned from it. This books could be accessed online.

The Book Cover Social Information Access: Systems and Technologies
Brusilovsky, Peter, He, Daqing (eds.)
Lecture Notes in Computer Science, Vol. 10100. Springer-Verlag, S2018.
The Book Cover The Adaptive Web: Methods and Strategies of Web Personalization.
Brusilovsky, P., Kobsa, A., Neidl, W. (eds.)
Lecture Notes in Computer Science, Vol. 4321. Springer-Verlag, Berlin, 2007.

Additional Readings

The following books can serve as a good complement to the main course book. The first two extend the Recommender Systems component and the remaining two show how many techniques presented in the course book on conceptual level can be programmed using Python or Java introducing key concepts in a very clear and development-oriented way.

The Book Cover Recommender Systems Handbook
Ricci, F.; Rokach, L.; Shapira, B. (Eds.)
Springer-Verlag, Berlin, 2015
The Book Cover

Recommender Systems: An Introduction
Markus Zanker, Alexander Felfernig, Gerhard Friedrich
Cambridge University Press, 2011

The Book Cover Programming Collective Intelligence: Building Smart Web 2.0 Applications
Toby Segaran
O'Reilly, 2007
360 pages
The Book Cover Collective Intelligence in Action
Satnam Alag
Manning Publications, 2008
425 pages

Copyright © 2018 Peter Brusilovsky