A software application is a collection of various features that are developed to meet the need of particular purposes. To reduce time to develop and to increase software quality, developers reuse similar features from another software. Before reusing the features, developers need to know what are features in the software. The lack or absence of complete documentation may hinder the process of understanding the features. However the application usually comes with the source code. Reading the source code maybe the only option if the documentation is not found. In this paper, we propose a model to reverse engineering a source code to find information about features in software and its dependency. To find features in the source code, we use regular expressions (regex) to find important elements and their dependencies. A call graph is then generated to help understanding these elements. The model has been implemented and have been validated to several case studies. Finding the features in source code depends entirely on the language of the source code. Our research confirms that customizing the pattern in regex easier than scanning and parsing the language syntax to get the features.
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