HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks

@inproceedings{Luo2014HetPathMineAN,
  title={HetPathMine: A Novel Transductive Classification Algorithm on Heterogeneous Information Networks},
  author={Chen Luo and Renchu Guan and Zhe Wang and Chenghua Lin},
  booktitle={ECIR},
  year={2014}
}
Transductive classification (TC) using a small labeled data to help classifying all the unlabeled data in information networks. It is an important data mining task on information networks. Various classification methods have been proposed for this task. However, most of these methods are proposed for homogeneous networks but not for heterogeneous ones, which include multi-typed objects and relations and may contain more useful semantic information. In this paper, we firstly use the concept of… CONTINUE READING
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