Figure 2.
A process diagram showing linguistic evaluation mapped through possibility and probability transformations, error evaluation, and optimisation within a data extraction and augmentation framework.The process diagram shows a linguistic evaluation mapping procedure within a data extraction and augmentation framework. Linguistic evaluation enters the mapping procedure and flows into a possibility to probability transformation controlled by lambda. Probability then maps back to possibility using p sub r and lambda sub t r. Error evaluation follows, producing e sub r values. The process then moves to an optimisation stage that outputs p sub opt. The cycle repeats for r from 1 to R, as indicated on the right side. Inputs labelled N and R feed into the transformations and optimisation stages. The diagram presents a structured flow from linguistic input through transformation, evaluation, and optimisation steps.

Flowchart of the data transformation procedure implemented in MATLAB. Inputs required by the user are depicted in blue

Source: Authors’ own work

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