TY - GEN
T1 - A Correlation Analysis between ISO 25010 based Modularity and CK Metrics in Object-Oriented Software
AU - Yuniasri, Dini
AU - Rochimah, Siti
AU - Raharjo, Agus Budi
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/12/23
Y1 - 2020/12/23
N2 - Modularity and the CK metrics are metric values that are associated with several other quality assessments, such as flexibility and complexity. However, no studies have proven that CK metrics and modularity are correlated with each other, especially objectively and scientifically. Therefore, in this study, we show the degree of relationship between metrics quantitatively using the Pearson and Spearman correlation method. We calculate the ISO 25010 based modularity aspect values and each metric on the CK metric of the dataset manually. These metrics are measured for the level of engagement to find out which factors influence each other. This research indicates that CBO, DIT, and LCOM are directly proportional to the CCC aspect, and DIT, NOC, and LCOM are directly proportional to the CC aspect. Meanwhile, WMC and RFC are the metrics that inversely proportional to the ISO 25010 based modularity.
AB - Modularity and the CK metrics are metric values that are associated with several other quality assessments, such as flexibility and complexity. However, no studies have proven that CK metrics and modularity are correlated with each other, especially objectively and scientifically. Therefore, in this study, we show the degree of relationship between metrics quantitatively using the Pearson and Spearman correlation method. We calculate the ISO 25010 based modularity aspect values and each metric on the CK metric of the dataset manually. These metrics are measured for the level of engagement to find out which factors influence each other. This research indicates that CBO, DIT, and LCOM are directly proportional to the CCC aspect, and DIT, NOC, and LCOM are directly proportional to the CC aspect. Meanwhile, WMC and RFC are the metrics that inversely proportional to the ISO 25010 based modularity.
KW - CK metrics
KW - Modularity
KW - Pearson Correlation
KW - Spearman Correlation
UR - http://www.scopus.com/inward/record.url?scp=85107719611&partnerID=8YFLogxK
U2 - 10.1109/ICOASE51841.2020.9436617
DO - 10.1109/ICOASE51841.2020.9436617
M3 - Conference contribution
AN - SCOPUS:85107719611
T3 - 3rd International Conference on Advanced Science and Engineering, ICOASE 2020
SP - 80
EP - 85
BT - 3rd International Conference on Advanced Science and Engineering, ICOASE 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference on Advanced Science and Engineering, ICOASE 2020
Y2 - 24 January 2021 through 25 January 2021
ER -