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» Modeling Documents as Mixtures of Persons for Expert Finding
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WETICE
2000
IEEE
15 years 2 months ago
DEMOIR: A Hybrid Architecture for Expertise Modeling and Recommender Systems
Although employees’ expertise has long been regarded as an important asset in organizations at least on a par with capital, goods and documented information, it is only recently...
Dawit Yimam, Alfred Kobsa
ATAL
2007
Springer
15 years 1 months ago
Confidence-based policy learning from demonstration using Gaussian mixture models
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
Sonia Chernova, Manuela M. Veloso
TREC
2008
14 years 11 months ago
THUIR at TREC 2008: Enterprise Track
We participate in document search and expert search of Enterprise Track in TREC2008. The corpus and tasks are same as the year before. Different from TREC 2007, the topics come fro...
Yufei Xue, Tong Zhu, Guichun Hua, Min Zhang, Yiqun...
CSE
2009
IEEE
14 years 7 months ago
Size Matters: Variation in Personal Network Size, Personality and Effect on Information Transmission
In the last decade, there has been a massive increase in network research across both the social and physical sciences. In Physics and Mathematics, there have been extensive work o...
Yu-En Lu, Sam Roberts, Pietro Liò, Robin Du...
NIPS
1998
14 years 11 months ago
SMEM Algorithm for Mixture Models
When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Ge...