Using a complex software system can pose a difficult challenge for its users, especially for those without technical backgrounds. This paper outlines a concept to deploy Recommender Systems coupled with Intelligent User Interfaces as an effective mechanism to guide a user of a complex software system through context-aware suggestions. More concretely, we focus on an authoring tool that our research draws motivation from and will find opportunities for evaluation---it is a platform that aims at empowering medical professionals to create virtual reality experiences to help their work. This paper elaborates on the envisioned concept and the plan for implementation and evaluation.

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