Combining Collective Classification and Link Prediction

  title={Combining Collective Classification and Link Prediction},
  author={Mustafa Bilgic and Galileo Namata and Lise Getoor},
  journal={Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)},
The problems of object classification (labeling the nodes of a graph) and link prediction (predicting the links in a graph) have been largely studied independently. Commonly, object classification is performed assuming a complete set of known links and link prediction is done assuming a fully observed set of node attributes. In most real world domains, however, attributes and links are often missing or incorrect. Object classification is not provided with all the links relevant to correct… CONTINUE READING
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