Adaptive neural network clustering of web users.

Author(s): Balagani K.S. | Iyengar S.S. | Phoha V.V. | Rangarajan, S.K. | Selmic R.R. |

Year: 2004

Citation: Computer, Vol. 37 (4), 34-40.

Abstract: A neural network based on adaptive resonance theory dynamically groups users based on their Web access patterns. A prefetching application of this clustering technique showed prediction accuracy as high as 97.78 percent.

Topics: Machine Learning, Applications: Network Analysis, Models: ART 1,

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