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@article{ART002489478},
author={Sung-Hoon Byun and Seok-Won Lee},
title={A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={7},
pages={19-29},
doi={10.9708/jksci.2019.24.07.019}

TY - JOUR
AU - Sung-Hoon Byun
AU - Seok-Won Lee
TI - A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 7
PB - The Korean Society Of Computer And Information
SP - 19
EP - 29
SN - 1598-849X
AB - 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.
KW - Requirements Traceability;Requirements Engineering;Information Retrieval;Latent Semantic Indexing;Latent Dirichlet Allocation
DO - 10.9708/jksci.2019.24.07.019
ER -

Sung-Hoon Byun and Seok-Won Lee. (2019). A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements. Journal of The Korea Society of Computer and Information, 24(7), 19-29.

Sung-Hoon Byun and Seok-Won Lee. 2019, "A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements", Journal of The Korea Society of Computer and Information, vol.24, no.7 pp.19-29. Available from: doi:10.9708/jksci.2019.24.07.019

Sung-Hoon Byun, Seok-Won Lee "A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements" Journal of The Korea Society of Computer and Information 24.7 pp.19-29 (2019) : 19.

Sung-Hoon Byun, Seok-Won Lee. A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements. 2019; 24(7), 19-29. Available from: doi:10.9708/jksci.2019.24.07.019

Sung-Hoon Byun and Seok-Won Lee. "A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements" Journal of The Korea Society of Computer and Information 24, no.7 (2019) : 19-29.doi: 10.9708/jksci.2019.24.07.019

Sung-Hoon Byun; Seok-Won Lee. A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements. Journal of The Korea Society of Computer and Information, 24(7), 19-29. doi: 10.9708/jksci.2019.24.07.019

Sung-Hoon Byun; Seok-Won Lee. A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements. Journal of The Korea Society of Computer and Information. 2019; 24(7) 19-29. doi: 10.9708/jksci.2019.24.07.019

Sung-Hoon Byun, Seok-Won Lee. A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements. 2019; 24(7), 19-29. Available from: doi:10.9708/jksci.2019.24.07.019

Sung-Hoon Byun and Seok-Won Lee. "A Comparative Study between LSI and LDA in Constructing Traceability between Functional and Non-Functional Requirements" Journal of The Korea Society of Computer and Information 24, no.7 (2019) : 19-29.doi: 10.9708/jksci.2019.24.07.019