Formal Models for Expert Finding on DBLP Bibliography Data

  title={Formal Models for Expert Finding on DBLP Bibliography Data},
  author={Hongbo Deng and Irwin King and Michael R. Lyu},
  journal={2008 Eighth IEEE International Conference on Data Mining},
Finding relevant experts in a specific field is often crucial for consulting, both in industry and in academia. The aim of this paper is to address the expert-finding task in a real world academic field. We present three models for expert finding based on the large-scale DBLP bibliography and Google scholar for data supplementation. The first, a novel weighted language model, models an expert candidate based on the relevance and importance of associated documents by introducing a document prior… CONTINUE READING
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