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Track: Posters

Paper Title:
Model Bloggers' Interests Based on Forgetting Mechanism

Authors:

  • Yuan Cheng(Zhejiang University)
  • Guang Qiu(Zhejiang University)
  • Jiajun Bu(Zhejiang University)
  • Kangmiao Liu(Zhejiang University)
  • Ye Han(Zhejiang University)
  • Can Wang(Zhejiang University)
  • Chun Chen(Zhejiang University)

Abstract:
Blogs have been expanded at an incredible speed in recent years. Plentiful personal information makes blogs a popular way mining user profiles. In this paper, we propose a novel bloggers’ interests modeling approach based on forgetting mechanism. A new forgetting function is introduced to track interest drift. Based on that, the Short Term Interest Models (STIM) and Long Term Interest Models (LTIM) are constructed to describe bloggers' short-term and long-term interests. The experiments show that both models can identify bloggers’ preferences well respectively.

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