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IJOE
2008
101views more  IJOE 2008»
14 years 11 months ago
From online experiments to smart devices
Online experiments have been available for more than a decade. The integration of online experiments into collaborative environments is more recent. The wealth of client applicatio...
Christophe Salzmann, Denis Gillet
RECSYS
2009
ACM
15 years 5 months ago
Context-based splitting of item ratings in collaborative filtering
Collaborative Filtering (CF) recommendations are computed by leveraging a historical data set of users’ ratings for items. It assumes that the users’ previously recorded ratin...
Linas Baltrunas, Francesco Ricci
90
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EUC
2005
Springer
15 years 4 months ago
Baton: A Service Management System for Coordinating Smart Things in Smart Spaces
Smart spaces are open complex computing systems, consisting of a large variety of cooperative smart things. Central to building smart spaces is the support for sophisticated coordi...
Jingyu Li, Yuanchun Shi
EPIA
2009
Springer
15 years 2 months ago
Item-Based and User-Based Incremental Collaborative Filtering for Web Recommendations
Abstract. In this paper we propose an incremental item-based collaborative filtering algorithm. It works with binary ratings (sometimes also called implicit ratings), as it is typi...
Catarina Miranda, Alípio Mário Jorge
ICDIM
2007
IEEE
14 years 11 months ago
Assessing the value of unrated items in collaborative filtering
In collaborative filtering systems, a common technique is default voting. Unknown ratings are filled with a default value to alleviate the sparsity of rating databases. We show ...
Jérôme Kunegis, Andreas Lommatzsch, M...