Web mining in soft computing framework: relevance, state of the art and future directions

@article{Pal2002WebMI,
  title={Web mining in soft computing framework: relevance, state of the art and future directions},
  author={Sankar K. Pal and Varun Talwar and Pabitra Mitra},
  journal={IEEE transactions on neural networks},
  year={2002},
  volume={13 5},
  pages={1163-77}
}
The paper summarizes the different characteristics of Web data, the basic components of Web mining and its different types, and the current state of the art. The reason for considering Web mining, a separate field from data mining, is explained. The limitations of some of the existing Web mining methods and tools are enunciated, and the significance of soft computing (comprising fuzzy logic (FL), artificial neural networks (ANNs), genetic algorithms (GAs), and rough sets (RSs) are highlighted… CONTINUE READING
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