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The Geneva Affective Picture Database WordNet Annotation Tool (GWAT) is auser-friendly web application for manual annotation of pictures in GenevaAffective Picture Database (GAPED) with WordNet. The annotation tool has anintuitive interface which can be efficiently used with very little technicaltraining. A single picture may be labeled with many synsets allowing experts todescribe semantics with different levels of detail. Noun, verb, adjective andadverb synsets can be keyword-searched and attached to a specific GAPED picturewith their unique identification numbers. Changes are saved automatically inthe tool's relational database. The attached synsets can be reviewed, changedor deleted later. Additionally, GAPED pictures may be browsed in the tool'suser interface using simple commands where previously attached WordNet synsetsare displayed alongside the pictures. Stored annotations can be exported fromthe tool's database to different data formats and used in 3rd partyapplications if needed. Since GAPED does not define keywords of individualpictures but only a general category of picture groups, GWAT represents asignificant improvement towards development of comprehensive picture semantics.The tool was developed with open technologies WordNet API, Apache, PHP5 andMySQL. It is freely available for scientific and non-commercial use.

GWAT: The Geneva Affective Picture Database WordNet Annotation Tool