Generalizing Text to Protect Privacy

Textual data can contain highly sensitive and identifying information; redaction is a difficult process that can make text unreadable and useless for many purposes. This poster describes an alternative: using ontologies to generalize words, resulting in text that is less sensitive, but still preserves meaning in a way that redacted data does not.