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ERCIMDL
2010
Springer
165views Education» more  ERCIMDL 2010»
15 years 7 months ago
Metadata Impact on Research Paper Similarity
While collaborative filtering and citation analysis have been well studied for research paper recommender systems, content-based approaches typically restrict themselves to straigh...
Germán Hurtado Martín, Steven Schock...
CORR
2006
Springer
178views Education» more  CORR 2006»
15 years 6 months ago
Low-rank matrix factorization with attributes
We develop a new collaborative filtering (CF) method that combines both previously known users' preferences, i.e. standard CF, as well as product/user attributes, i.e. classi...
Jacob Abernethy, Francis Bach, Theodoros Evgeniou,...
JMLR
2010
109views more  JMLR 2010»
15 years 1 months ago
Matrix Completion from Noisy Entries
Given a matrix M of low-rank, we consider the problem of reconstructing it from noisy observations of a small, random subset of its entries. The problem arises in a variety of app...
Raghunandan H. Keshavan, Andrea Montanari, Sewoong...
186
Voted
INFOCOM
2009
IEEE
16 years 29 days ago
Barrier Information Coverage with Wireless Sensors
Abstract—Sensor networks have been deployed for many barrier coverage applications such as intrusion detection and border surveillance. In these applications, it is critical to o...
Guanqun Yang, Daji Qiao
152
Voted
CHI
2009
ACM
16 years 6 months ago
Tabletop displays for small group study: affordances of paper and digital materials
In this paper we compare the affordances of presenting educational material on a tabletop display with presenting the same material using traditional paper handouts. Ten pairs of ...
Anne Marie Piper, James D. Hollan