Automated Software Cost Estimation within a Defined Domain Using Function Point Analysis

This study proposes a method to measure the cost of e-government software, enhancing financial management in Chinese e-government projects. The methodology begins with extracting knowledge from project requirements using content mining. This knowledge is then processed through domain ontology-based reasoning, aligning entities with function point metrics to compute function points accurately. The results are refined using a fuzzy comprehensive evaluation, and software costs are estimated through interval analysis with an error model. By combining data mining with knowledge reasoning, this approach minimizes subjective bias, ensuring objective and scientific cost estimations for e-government software projects.

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Published
2025-06-20
DOI
https://doi.org/10.1109/icecai66283.2025.11170566
Primary Topic
Software Engineering Research
Type
article
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article

Automated Software Cost Estimation within a Defined Domain Using Function Point Analysis

Jin Zou, Shuhan Jiang, Jin Sun
Software Engineering Research
article

Automated Software Cost Estimation within a Defined Domain Using Function Point Analysis

Jin Zou, Shuhan Jiang, Jin Sun
article en

Abstract

This study proposes a method to measure the cost of e-government software, enhancing financial management in Chinese e-government projects. The methodology begins with extracting knowledge from project requirements using content mining. This knowledge is then processed through domain ontology-based reasoning, aligning entities with function point metrics to compute function points accurately. The results are refined using a fuzzy comprehensive evaluation, and software costs are estimated through interval analysis with an error model. By combining data mining with knowledge reasoning, this approach minimizes subjective bias, ensuring objective and scientific cost estimations for e-government software projects.

Tianjin University of Finance and Economics (CN)
Openalex Percentile: Top 61%
Software Engineering Research
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Automated Software Cost Estimation within a Defined Domain Using Function Point Analysis — Jin Zou, Shuhan Jiang, et al. · (2025) | TGRS Research Map | TGRS