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» Improving Semantic Query Answering
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STOC
2010
ACM
204views Algorithms» more  STOC 2010»
14 years 3 months ago
Interactive privacy via the median mechanism
We define a new interactive differentially private mechanism — the median mechanism — for answering arbitrary predicate queries that arrive online. Given fixed accuracy and...
Aaron Roth, Tim Roughgarden
BMCBI
2007
121views more  BMCBI 2007»
13 years 10 months ago
e-Science and biological pathway semantics
Background: The development of e-Science presents a major set of opportunities and challenges for the future progress of biological and life scientific research. Major new tools a...
Joanne S. Luciano, Robert D. Stevens
SEMCO
2007
IEEE
14 years 4 months ago
Integrating Semantic Knowledge into Text Similarity and Information Retrieval
This paper studies the influence of lexical semantic knowledge upon two related tasks: ad-hoc information retrieval and text similarity. For this purpose, we compare the performa...
Christof Müller, Iryna Gurevych, Max Müh...
HICSS
2007
IEEE
137views Biometrics» more  HICSS 2007»
14 years 4 months ago
Essential Dimensions of Latent Semantic Indexing (LSI)
Latent Semantic Indexing (LSI) is commonly used to match queries to documents in information retrieval applications. LSI has been shown to improve retrieval performance for some, ...
April Kontostathis
SIGKDD
2010
146views more  SIGKDD 2010»
13 years 5 months ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan