Before revision:  However, there are still two issues need to consider: (1) How to effectively represent the knowledge bases and incorporate it into dialogue system.
After revision:  However, there is still an issue need to be further considered, i.e., how to effectively represent the knowledge bases and incorporate it into dialogue system.