A Systems View Across Time and Space
Table 1 Differences between methodologies
From: Implementing AIRM: a new AI recruiting model for the Saudi Arabia labour market
Description | KDD | Cios | SEMMA | CRISP-DM |
|---|---|---|---|---|
Objective determination | X | X | Â | X |
Data collection | X | X | X | X |
Data cleansing | X | X | X | X |
Data reduction | X | Â | X | X |
Problem reformulation | X | Â | Â | Â |
Data exploration | X | Â | X | Â |
Tool selection | X | Â | X | Â |
Model construction | X | X | X | X |
Model validation | X | X | X | X |
Result interpretation | X | X | X | X |
Deployment | X | X | Â | X |