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Research Article | Open Access |

Optimizing the Behaviour of Web Users Through Expectation Maximization Algorithm and Mixture of Normal Distributions

Author 1: R. Sujatha Author 2: D. Nagarajan Author 3: P. Saravanan Author 4: J. Kavikumar
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 9, No. 12 · Published 2018

DOI: https://doi.org/10.14569/IJACSA.2018.091226

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Abstract

The proposed work is to analyse the user’s behaviour in web access. Worldwide, the web users are browsing through different websites every second. Aim of this paper is to identify the behaviour of user's in a time bound using an Expectation Maximization (EM) algorithm and the maximum likelihood estimates of the model parameters. A novel approach based on Mixture normal distribution is used to discuss the percentage of user along with web page frequency.

Keywords

EM algorithm maximum likelihood mixture normal distribution web page frequency

How to Cite this Article

Sujatha, R., Nagarajan, D., Saravanan, P., & Kavikumar, J. (2018). Optimizing the Behaviour of Web Users Through Expectation Maximization Algorithm and Mixture of Normal Distributions. International Journal of Advanced Computer Science and Applications, 9(12). https://doi.org/10.14569/IJACSA.2018.091226

Sujatha, R., et al.. "Optimizing the Behaviour of Web Users Through Expectation Maximization Algorithm and Mixture of Normal Distributions." International Journal of Advanced Computer Science and Applications, vol. 9, no. 12, 2018, https://doi.org/10.14569/IJACSA.2018.091226.

@article{Sujatha2018,
  title     = {Optimizing the Behaviour of Web Users Through Expectation Maximization Algorithm and Mixture of Normal Distributions},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {9},
  number    = {12},
  year      = {2018},
  publisher = {The Science and Information Organization},
  author    = {R. Sujatha and D. Nagarajan and P. Saravanan and J. Kavikumar},
  doi       = {10.14569/IJACSA.2018.091226},
  url       = {https://doi.org/10.14569/IJACSA.2018.091226}
}

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