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. 2017 Mar 19;17(3):631. doi: 10.3390/s17030631

Table 8.

Performance of fusion techniques in the prediction of images popularity.

One_Per_User Personal_Collection
Fusion Method Features Views Interaction Views Interaction
Early Fusion Visual_Features 0.3371 0.359 0.5162 0.3868
All_features 0.5126 0.6292 0.7589 0.5299
Late Fusion Visual_Features 0.346 0.3566 0.5318 0.3825
All_feature 0.5192 0.5799 0.7839 0.5683
Borda Count Visual_Features 0.3371 0.355 0.549 0.407
All_feature 0.5126 0.569 0.758 0.537
Weighted Fusion Visual_Features 0.347 0.358 0.533 0.383
All_feature 0.559 0.601 0.794 0.575