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Requirements analysis is an important step in a software development process. Summarizing user reviews is an efficient way of requirement elicitation. Nevertheless, it is difficult to manually collect user reviews from app stores. In order to solve this problem, we proposed a method that automatically elicits requirements and establishes a goal model for visualization. To improve the previous method, this paper proposes a method of defining labels of goals. Experimental results demonstrate that those labels can help developers understand requirements more easily and precisely.

An Automated Goal Labeling Method Based on User Reviews