TY - GEN
T1 - MultiPhiLDA for Detection Irrelevant Software Requirement Specification
AU - Darnoto, Brian Rizqi Paradisiaca
AU - Siahaan, Daniel
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Software Requirement Specification (SRS) is the most important artifact in the software development process. Many quality-related SRS in software development is full of ineffective information. Seven common errors are causing this weakness defined as "The Seven Sins of Specifier". Noise is one of the seven sins of the specifier divided into irrelevant needs and non-requirement statements. It will appear When a software developer adds some irrelevant information to the overall software requirement. Some studies detect noise in SRS documents, but the results are less than maximum because they cannot distinguish between actors and actions on the statement of need. The requirement statement contains two important parts, namely actors and actions. This study proposes the modification of LDA under the name MultiPhiLDA. MultiPhiLDA detects irrelevant requirement statements on SRS. To detect irrelevant requirement statements on SRS, MultiPhiLDA will identify SRS to find actors and actions.
AB - Software Requirement Specification (SRS) is the most important artifact in the software development process. Many quality-related SRS in software development is full of ineffective information. Seven common errors are causing this weakness defined as "The Seven Sins of Specifier". Noise is one of the seven sins of the specifier divided into irrelevant needs and non-requirement statements. It will appear When a software developer adds some irrelevant information to the overall software requirement. Some studies detect noise in SRS documents, but the results are less than maximum because they cannot distinguish between actors and actions on the statement of need. The requirement statement contains two important parts, namely actors and actions. This study proposes the modification of LDA under the name MultiPhiLDA. MultiPhiLDA detects irrelevant requirement statements on SRS. To detect irrelevant requirement statements on SRS, MultiPhiLDA will identify SRS to find actors and actions.
KW - Action
KW - Actor
KW - Latent Dirichlet Allocation
KW - Software Requirement Specification
UR - http://www.scopus.com/inward/record.url?scp=85124357992&partnerID=8YFLogxK
U2 - 10.1109/ICOMITEE53461.2021.9650315
DO - 10.1109/ICOMITEE53461.2021.9650315
M3 - Conference contribution
AN - SCOPUS:85124357992
T3 - 2021 International Conference on Computer Science, Information Technology, and Electrical Engineering, ICOMITEE 2021
SP - 92
EP - 97
BT - 2021 International Conference on Computer Science, Information Technology, and Electrical Engineering, ICOMITEE 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 International Conference on Computer Science, Information Technology, and Electrical Engineering, ICOMITEE 2021
Y2 - 27 October 2021 through 28 October 2021
ER -