FOX relies on ensemble learning and combines the results of several tools by using decision-tree-based algorithms. In addition to detecting entities, FOX uses AGDISTIS to disambiguate these entities against DBpedia. In contrast to lookup-based apprioaches, our framework can also detect resources that are not in DBpedia. These are assigned their own URIs. FOX was evaluated with the datasets available here. The output of the evaluation can be found here.
Fox can be used in many ways: