Incorporating Web Analysis Into Neural Networks: An Example in Hopfield Net Searching

@article{Chau2007IncorporatingWA,
  title={Incorporating Web Analysis Into Neural Networks: An Example in Hopfield Net Searching},
  author={Michael Chau and Hsinchun Chen},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)},
  year={2007},
  volume={37},
  pages={352-358}
}
Neural networks have been used in various applications on the World Wide Web, but most of them only rely on the available input-output examples without incorporating Web-specific knowledge, such as Web link analysis, into the network design. In this paper, we propose a new approach in which the Web is modeled as an asymmetric Hopfield Net. Each neuron in the network represents a Web page, and the connections between neurons represent the hyperlinks between Web pages. Web content analysis and… CONTINUE READING
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