The document discusses learning user models from semantic web data. It describes preliminary experiments comparing learning from plain text vs semantic metadata, as well as an application called GraniteNights that uses RDF to learn user preferences for scheduling visits. Future work is proposed to further user modeling techniques and address issues with using RDF.