Laplacian Co-hashing of Terms and Documents

@inproceedings{Zhang2010LaplacianCO,
  title={Laplacian Co-hashing of Terms and Documents},
  author={Dell Zhang and Jun Wang and Deng Cai and Jinsong Lu},
  booktitle={ECIR},
  year={2010}
}
A promising way to accelerate similarity search is semantic hashing which designs compact binary codes for a large number of documents so that semantically similar documents are mapped to similar codes within a short Hamming distance. In this paper, we introduce the novel problem of co-hashing where both documents and terms are hashed simultaneously according to their semantic similarities. Furthermore, we propose a novel algorithm Laplacian Co-Hashing (LCH) to solve this problem which directly… CONTINUE READING
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