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Cosimo Palmisano

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Publications by Cosimo Palmisano (bibliography)

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2009
 
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Panniello, Umberto, Tuzhilin, Alexander, Gorgoglione, Michele, Palmisano, Cosimo and Pedone, Anto (2009): Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems 2009. pp. 265-268.

Recently, methods for generating context-aware recommendations were classified into the pre-filtering, post-filtering and contextual modeling approaches. Although some of these methods have been studied independently, no prior research compared the performance of these methods to determine which of them is better than the others. This paper focuses on comparing the pre-filtering and the post-filtering approaches and identifying which method dominates the other and under which circumstances. Since there are no clear winners in this comparison, we propose an alternative more effective method of selecting the winners in the pre- vs. the post-filtering comparison. This strategy provides analysts and companies with a practical suggestion on how to pick a good pre- or post-filtering approach in an effective manner to improve performance of a context-aware recommender system.

© All rights reserved Panniello et al. and/or ACM Press

2006
 
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Petruzzellis, Silverio, Licchelli, Oriana, Palmisano, Ignazio, Semeraro, Giovanni, Bavaro, Valeria and Palmisano, Cosimo (2006): Personalized Incentive Plans through Employee Profiling. In: Manolopoulos, Yannis, Filipe, Joaquim, Constantopoulos, Panos and Cordeiro, Jos (eds.) ICEIS 2006 - Proceedings of the Eighth International Conference on Enterprise Information Systems Databases and Information Systems Integration May 23-27, 2006, Paphos, Cyprus. pp. 107-114.

 
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Changes to this page (author)

05 Apr 2012: Modified
25 Aug 2009: Added

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Upcoming Courses

go to course
User-Centred Design - Module 3
72% booked. Starts in 23 days
 
 

Featured chapter

Marc Hassenzahl explains the fascinating concept of User Experience and Experience Design. Commentaries by Don Norman, Eric Reiss, Mark Blythe, and Whitney Hess

User Experience and Experience Design !

 
 

Our Latest Books

 
 
The Social Design of Technical Systems: Building technologies for communities. 2nd Edition
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
Gamification at Work: Designing Engaging Business Software
by Janaki Mythily Kumar and Mario Herger
start reading
 
 
 
 
The Social Design of Technical Systems: Building technologies for communities
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
The Encyclopedia of Human-Computer Interaction, 2nd Ed.
by Mads Soegaard and Rikke Friis Dam
start reading