Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization

@inproceedings{Wang2011CrosslanguageWP,
  title={Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization},
  author={Hua Wang and Heng Huang and Feiping Nie and Chris H. Q. Ding},
  booktitle={SIGIR},
  year={2011}
}
The lack of sufficient labeled Web pages in many languages, especially for those uncommonly used ones, presents a great challenge to traditional supervised classification methods to achieve satisfactory Web page classification performance. To address this, we propose a novel Nonnegative Matrix Tri-factorization (NMTF) based Dual Knowledge Transfer (DKT) approach for cross-language Web page classification, which is based on the following two important observations. First, we observe that Web… CONTINUE READING
Highly Cited
This paper has 70 citations. REVIEW CITATIONS

7 Figures & Tables

Topics

Statistics

010203020112012201320142015201620172018
Citations per Year

71 Citations

Semantic Scholar estimates that this publication has 71 citations based on the available data.

See our FAQ for additional information.