Imagact-BabelNet scenes linking

This page reports the results of the IMAGACT-BabelNet linking algorithm.
The two links above allow to explore the results of the linking procedure: it's possible to search an IMAGACT scene through a list of IMAGACT verbs and see all the BabelSynset that are linked to it or, viceversa, to search a BabelSynset through a list of BabelNet verbs and see all the scenes linked to it. Scenes and BabelSynsets are represented by their ID and they can be visualized by clicking the icon. For simplicity verb search is available in two languages only: Italian and English.
General data about the algorithm used, the training set and the amount of linked entities are reported below.

Data about linking

IMAGACT scenes linked to BS	773
IMAGACT English verbs related to the linked scenes	544
BabelSynsets linked to scenes	517
BabelNet English verbs related to the linked BS	1,100

Data about algorithm

ML Method	Linear SVM
Evaluation method	10-folds cross validation
Precision	0.833
Recall	0.441
F-measure	0.577

Training Set

The whole manually annotated dataset is available at the dataset page.

IMAGACT scenes	50
BabelSynset	57
Human judgments	2,850 (50 x 57)