In any software project, different stakeholders participate in requirements elicitation process to identify the requirements of software. Stakeholder Identification (SI) is an important part of requirements elicitation process. Despite its importance, SI methods have received less attention by goal oriented requirements engineering (GORE) community. Goals are high level objective of an organization; and are the basis of GORE. In literature, we identify that goal oriented requirements elicitation process (GOREP) like knowledge acquisition for automated specification (KAOS), attributed goal oriented requirements analysis (AGORA), and goal oriented idea generation (GOIG) etc. do not support SI methods. Therefore, to address this issue, we present a method for SI in GOREP which includes the following steps: specify stakeholder types, specify stakeholder roles, selecting and classifying stakeholders using fuzzy based approach, and stakeholder's analysis. Finally, the utilization of the proposed method is demonstrated with the help of an example.