What kind of user training should be conducted to deal with the issue of noise?

Noise is considered technology-based security alerts that distract from true security incidents.  What kind of user training should be conducted to deal with the issue of noise? How do you strike a balance between being overwhelmed with false positives and the danger of ignoring true incidents?  What effects would false positives have on an organization?  Make sure to cite your sources.