A joint probabilistic classification model for resource selection

  title={A joint probabilistic classification model for resource selection},
  author={Dzung Hong and Luo Si and Paul J. Bracke and Michael Witt and Tim Juchcinski},
Resource selection is an important task in Federated Search to select a small number of most relevant information sources. Current resource selection algorithms such as GlOSS, CORI, ReDDE, Geometric Average and the recent classification-based method focus on the evidence of individual information sources to determine the relevance of available sources. Current algorithms do not model the important relationship information among individual sources. For example, an information source tends to be… CONTINUE READING
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