TY  - JOUR
T1  - Performance Calculation and Benchmarking using the ISBSG Dataset
Release 12 Data Repository: Empirical Study
AU - Alkhatib, Ahed J. AU - Alkhatib, Shadi Mohammad AU - Abuawwad, Hala Hani AU - Almakadmeh, Khaled AU - Al-Sarayreh, Khalid 
JO  - Asian Journal of Information Technology
VL  - 18
IS  - 3
SP  - 124
EP  - 132
PY  - 2019
DA  - 2001/08/19
SN  - 1682-3915
DO  - ajit.2019.124.132
UR  - https://makhillpublications.co/view-article.php?doi=ajit.2019.124.132
KW  - ISBSG
KW  -performance
KW  -productivity
KW  -effort
KW  -size
KW  -quality
KW  -neural network
KW  -data clustering
KW  -data
visualization
AB  - The International Software Benchmarking Standards Group (ISBSG) maintains a software
development repository with 6,006 software projects. The definition of productivity is a single ratio of output
to input and then combined with various cost factors leading to a single value. Of these values we have dataset
makes it possible to calculate the productivity of projects, effort, size and quality. By contrast, the concept of
performance is more comprehensive than productivity. This study explores a comparison between performance
and productivity and how it can affect projects by several other factors that affect its using ISBSG dataset V.12.
In this research, tree data analysis techniques were applied: data clustering, neural network. SPSS was used to
conduct statistical analysis and data visualization.
ER  -