PBLRepositoryMetrics: SCM-grounded conformance evaluation for PBL digital twins
PBLRepositoryMetrics is a teacher-support system for Project-Based Learning (PBL) environments. It captures repository events from GitLab and evaluates them against a Software Configuration Management (SCM) baseline defined by a metaproject (Sprint Descriptor), using Complex Event Processing (CEP) to compute daily conformance distances. A four-phase pipeline performs static verification, dynamic CEP pattern detection, and LLM-based semantic evaluation, producing per-deliverable diagnostic reports for evaluators. The baseline evolves through professor assessment, preserving the professor as the final interpreter.
Authors
- Reginaldo Arakaki (ORCID: https://orcid.org/0000-0003-4718-3425)
- Marcelo Luiz do Amaral Gonçalves (ORCID: https://orcid.org/0000-0001-9278-2852)
- Afonso Cesar Lelis Brandão (ORCID: https://orcid.org/0009-0009-4814-9502)
- Leandro Augusto da Silva
Institutions
- Universidade Presbiteriana Mackenzie (BR)
- Intel (Brazil) (BR)
- Hospital Universitário da Universidade de São Paulo (BR)
Publication Details
- Journal
- SoftwareX
- Published
- 2026-06-12
- DOI
- https://doi.org/10.1016/j.softx.2026.102776
- Primary Topic
- Software Engineering Techniques and Practices
- Type
- article
- Field-Weighted Citation Impact
- 0.00