A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements = 기능적 요구사항과 비기능적 요구사항 간의 추적성 구축에 있어서 잠재 의미 색인 기법과 잠재 디리클레 할당 기법의 비교연구

다국어 초록 (Multilingual Abstract)

Requirements traceability is regarded as one of the important quality attributes in software requirements engineering field. If requirements traceability is guaranteed then we can trace the requirements’ life throughout all the phases, from the customers’ needs in the early stage of the project to requirements specification, deployment, and maintenance phase. This includes not only tracking the development artifacts that accompany the requirements, but also tracking backwards from the development artifacts to the initial customer requirements associated with them. In this paper, especially, we dealt with the traceability between functional requirements and non-functional requirements. Among many Information Retrieval (IR) techniques, we decided to utilize Latent Semantic Indexing (LSI) and Latent Dirichlet Allocation (LDA) in our research. Ultimately, we conducted an experiment on constructing traceability by using two techniques and analyzed the experiment results. And then we provided a comparative study between two IR techniques in constructing traceability between functional requirements and non-functional requirements.

목차 (Table of Contents)

• Abstract
• I. Introduction
• II. Related Works
• III. Open Source Library and Data
• Ⅳ. Experiment about GPM Requirement Specification
• Ⅴ. Discussion
• Ⅵ. Conclusion
• REFERENCES