Predicting Sales In E-commerce Using Bayesian Network Model

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Provided by: International Journal of Computer Science Issues
Topic: Networking
Format: PDF
An area of substantial research is that of predicting product sales, such as books, video games and movie tickets. There are a number of prediction models that have been used to predict future sales however these models attempt to solve the problem by making assumptions. These models assume that independent variables are truly independent. In theory, there should be zero correlation between any of the independent variables. In practice, however, many variables are related, sometimes quite highly.
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