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ESWS
2008
Springer
15 years 8 months ago
Semantic Reasoning: A Path to New Possibilities of Personalization
Abstract. Recommender systems face up to current information overload by selecting automatically items that match the personal preferences of each user. The so-called content-based...
Yolanda Blanco-Fernández, José J. Pa...
FSE
2008
Springer
103views Cryptology» more  FSE 2008»
15 years 8 months ago
New Form of Permutation Bias and Secret Key Leakage in Keystream Bytes of RC4
Consider the permutation S in RC4. Roos pointed out in 1995 that after the Key Scheduling Algorithm (KSA) of RC4, each of the initial bytes of the permutation, i.e., S[y] for smal...
Subhamoy Maitra, Goutam Paul
AAAI
2010
15 years 8 months ago
Transfer Learning in Collaborative Filtering for Sparsity Reduction
Data sparsity is a major problem for collaborative filtering (CF) techniques in recommender systems, especially for new users and items. We observe that, while our target data are...
Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Y...
LREC
2008
115views Education» more  LREC 2008»
15 years 8 months ago
Extracting Lexical Semantic Knowledge from Wikipedia and Wiktionary
Recently, collaboratively constructed resources such as Wikipedia and Wiktionary have been discovered as valuable lexical semantic knowledge bases with a high potential in diverse...
Torsten Zesch, Christof Müller, Iryna Gurevyc...
SODA
2008
ACM
144views Algorithms» more  SODA 2008»
15 years 8 months ago
Fast dimension reduction using Rademacher series on dual BCH codes
The Fast Johnson-Lindenstrauss Transform (FJLT) was recently discovered by Ailon and Chazelle as a novel technique for performing fast dimension reduction with small distortion fr...
Nir Ailon, Edo Liberty