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» Using Document Dimensions for Enhanced Information Retrieval
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ATAL
2007
Springer
15 years 8 months ago
A reinforcement learning based distributed search algorithm for hierarchical peer-to-peer information retrieval systems
The dominant existing routing strategies employed in peerto-peer(P2P) based information retrieval(IR) systems are similarity-based approaches. In these approaches, agents depend o...
Haizheng Zhang, Victor R. Lesser
CORR
1998
Springer
98views Education» more  CORR 1998»
15 years 4 months ago
Bayesian Stratified Sampling to Assess Corpus Utility
This paper describes a method for asking statistical questions about a large text corpus. We exemplify the method by addressing the question, "What percentage of Federal Regi...
Judith Hochberg, Clint Scovel, Timothy Thomas, Sam...
IWRIDL
2006
ACM
149views Education» more  IWRIDL 2006»
15 years 10 months ago
From CLIR to CLIE: some lessons in NTCIR evaluation
Cross-language information retrieval (CLIR) facilitates the use of one language to access documents in other languages. Crosslanguage information extraction (CLIE) extracts releva...
Hsin-Hsi Chen
ICDAR
1997
IEEE
15 years 8 months ago
The Function of Documents
The purpose of a document is to facilitate the transfer of information from its author to its readers. It is the author’s job to design the document so that the information it c...
David S. Doermann, Azriel Rosenfeld, Ehud Rivlin
SIGIR
2006
ACM
15 years 10 months ago
Learning a ranking from pairwise preferences
We introduce a novel approach to combining rankings from multiple retrieval systems. We use a logistic regression model or an SVM to learn a ranking from pairwise document prefere...
Ben Carterette, Desislava Petkova