In the last decades many different approaches and tools have been developed for business process modeling. In this paper we discuss the conceptual issues in process modeling, and present various considerable modeling approaches in the context of BPM and SOC, including both semantic and non-semantic methods and referring to industrial standards and theoretical foundations. Furthermore, we provide an outlook to essential future study on process modeling, especially where semantic process modeling can play an important role in the real world business process applications.