Adapting program analysis tool notifications to the individual developer

There are a variety of tools available for developers to use in their IDEs. Research suggests, however, developers may not use these tools due to difficulty interpreting the output. My research explores the possibility of creating frameworks that enable more individualized program analysis tool notifications for increased usability. I propose creating models that represent what developers know about programming concepts using exisitng developer data. These models could then be used to inform tools on notifications the developer may or may not understand.