Table 5 The definition of three AI forecasting models based on the loyalty classes and network theoretical tools of homophily according opinion modeling
MODEL 1 | Supporters (classes of users) |
|---|---|
FF | Ultra loyal MP, loyal MP\(\rightarrow\)MP, loyal MP\(\rightarrow\)FF and loyal MP\(\rightarrow\)Undecided |
MP | Ultra loyal FF, loyal FF\(\rightarrow\)FF, loyal FF\(\rightarrow\)MP and loyal FF\(\rightarrow\) Undecided |
Third party | Undecided\(\rightarrow\)MP, Undecided\(\rightarrow\)FF, Undecided\(\rightarrow\)Undecided, Unclassified |
MODEL 2 | Supporters (classes of users) |
FF | Ultra loyal FF, loyal FF\(\rightarrow\)FF, loyal FF\(\rightarrow\)MP, loyal FF\(\rightarrow\)Undecided and FF(undecided) |
MP | Ultra loyal FF, loyal FF\(\rightarrow\)FF, loyal FF\(\rightarrow\)MP, loyal FF \(\rightarrow\) Undecided and MP(undecided) |
Third party | Undecided(undecided), Unclassified |
MODEL 3 | Re-weighting the MODEL 2 from the Twitter populations to the Census data |