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Service-oriented computing has received significant attentions recently, and many applications are being developed using this approach. Thus there is a need to analyze system requirements. This paper examines issues related to service-oriented requirement engineering (SORE). SORE focuses on modeling, specifying, and analyzing application requirements for software that will be developed in a service-oriented manner running in an SOA infrastructure. This paper also presents key features of SORE and some technical challenges.