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This model is based on the influence diagrams which is the expansion of Bayesian network. It takes into account the relationships between the terms in a given structured document collection to improve the retrieval performance. An efficient learning method based on the co-occurrence analysis is presented to capture the above relationships and the inference process is being introduced as well.
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on (Volume:5 )
Date of Conference: 18-21 Aug. 2005