Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding

@inproceedings{Phan2017CrossDeviceUL,
  title={Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding},
  author={Minh C. Phan and Aixin Sun and Yi Tay},
  booktitle={SIGIR},
  year={2017}
}
Cross-Device User Linking is the task of detecting same users given their browsing logs on different devices (e.g., tablet, mobile phone, PC, etc.). The problem was introduced in CIKM Cup 2016 together with a new dataset provided by Data-Centric Alliance (DCA). In this paper, we present insightful analysis on the dataset and propose a solution to link users based on their visited URLs, visiting time, and profile embeddings. We cast the problem as pairwise classification and use gradient… CONTINUE READING

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