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Algorithm 1 Approach for sensing and updating the component analyses |
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1:
Update the local data warehouse with the data extracted from the website.
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2:
Indicate the presence of new data in the local repository when the data warehouse, through a sensor (trigger), sends a signal to the software that performs the component analyses.
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3:
Generate the score matrices and the corresponding loading matrices when the software receives the signal from the sensor and processes the DPCA through its C# implementation.
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4:
Obtain the corresponding matrices to process the PCA and FPCA when the software communicates with R and sends the request to it.
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5:
Produce the corresponding plots that serve as support for the component analyses when the software sends the request to R.
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6:
Store the results of the component analyses in the local data warehouse by means of the software.
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7:
End showing all the results of the updated component analyses in the graphical user interface using the software.
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