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SIGIR
2009
ACM
15 years 4 months ago
An improved markov random field model for supporting verbose queries
Recent work in supervised learning of term-based retrieval models has shown significantly improved accuracy can often be achieved via better model estimation [2, 10, 11, 17]. In ...
Matthew Lease
APIN
1999
102views more  APIN 1999»
14 years 9 months ago
Constructing Information Bases Using Associative Structures
We present an approach based on knowledge medium using associative structures as a framework of information representation to gather raw information from heterogeneous information...
Harumi Maeda, Kazuto Koujitani, Toyoaki Nishida
ISMIR
2005
Springer
165views Music» more  ISMIR 2005»
15 years 3 months ago
Inferring Efficient Hierarchical Taxonomies for MIR Tasks: Application to Musical Instruments
A number of approaches for automatic audio classification are based on hierarchical taxonomies since it is acknowledged that improved performance can be thereby obtained. In this...
Slim Essid, Gaël Richard, Bertrand David
SIGIR
2010
ACM
15 years 1 months ago
Effective music tagging through advanced statistical modeling
Music information retrieval (MIR) holds great promise as a technology for managing large music archives. One of the key components of MIR that has been actively researched into is...
Jialie Shen, Wang Meng, Shuichang Yan, HweeHwa Pan...
ICMCS
2006
IEEE
151views Multimedia» more  ICMCS 2006»
15 years 4 months ago
Personalized Search of Educational Content Based on Multiple Ontologies
In this paper, we introduce the design of a Personalized Education (PE) search approach that employs multiple ontologies to automatically generate queries for educational resource...
Apple W. P. Fok, Horace Ho-Shing Ip