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All Journal Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT Building of Informatics, Technology and Science JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Tematik : Jurnal Teknologi Informasi Komunikasi Journal of Soft Computing Exploration Journal International of Lingua and Technology Digital Transformation Technology (Digitech) Bulletin of Informatics and Data Science Darma Abdi Karya: Jurnal Pengabdian Kepada Masyarakat
Sussolaikah, Kelik
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Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Languange, Linguistic, Communication & Media Library & Information Science Social Sciences Other

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Journal : Journal of Soft Computing Exploration

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Activity-based function point complexity of use case diagrams for software effort estimation Jayadi, Puguh; Dewi, Renny Sari; Sussolaikah, Kelik
Journal of Soft Computing Exploration Vol. 5 No. 1 (2024): March 2024
Publisher : SHM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52465/joscex.v5i1.252

Abstract

This study proposes a Function Point Analysis (FPA) based software development effort estimation methodology integrated with Use Case Diagrams. These methods include identifying actor activities, classifying those activities into FPA categories, and calculating Unadjusted Function Points (UFP). Followed by the calculation of Technical Complexity Factors (TCF) and Adjusted Function Points (AFP), this study aims to produce more accurate man-hours estimates. Results show a UFP of 162 TCF of 11, AFP of 123.12, and an estimated effort of 1846.8 hours worked, while the actual effort is 1228 hours. Evaluation of estimates using the metrics Mean Magnitude of Relative Error (MMER) 0.34, Mean Magnitude of Relative Error (MMRE) 0.50, Mean Absolute Error (MAE) 618.80, Mean Balanced Relative Error (MBRE) 0.50, Mean Inverse Balanced Relative Error (MIBRE) 0.34, and Root Mean Squared Error (RMSE) 618.80, showed sufficient precision despite the overestimation. The study suggests the need for adjustments in TCF calculations and considering development environment factors in more detail to improve estimation accuracy. These findings are essential in improving the precision of effort estimation methodologies in software development, particularly in projects that use Use Case Diagrams as the primary framework.
Co-Authors Agustina, Nova Arini, Zaza Mutiara Cobantoro, Adi Fajaryanto Erny Untari Hetty Rohayani Ihsan, Candra Nur Isharijadi Jayadi, Puguh Juanda Hakim Lubis Liana Vivin Wihartanti, Liana Vivin Mesran, Mesran Mohammad Bhanu Setyawan Nita, Sekreningsih Nugrahaningtyas, Andien Nugrahanti, Fatim Pasyawati, Putri Ramadhani Permana Putra, Angga Dian Renny Sari Dewi Rifai, M. Hafidz Risky, Satrio Muhammad Fathur Sallaby, Achmad Fikri Sari, Eka Resty Novieta Sulistyowati, Nur Wahyuning Susanti P, Andita Syam, Syahrull Hi Fi Wulandari, Meilinda Ike Yuliani, Ega Zulkarnain, Ismail Abdurrozaq