ASPG Menu
search

American Scientific Publishing Group

verified Journal

International Journal of BIM and Engineering Science

ISSN
Online: 2571-1075
Frequency

Continuous publication

Publication Model

Open access journal. All articles are freely available online with no APC.

International Journal of BIM and Engineering Science
Full Length Article

Volume 12Issue 2PP: 57–65 • 2026

An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation

Juli Yani 1* ,
Maisaroh Ritonga 1 ,
Citra Dewi 2
1Universitas Al Washliyah Labuhanbatu, Indonesia
2Universitas Lampung, Indonesia
* Corresponding Author.
Received: January 09, 2025 Revised: February 28, 2026 Accepted: March 29, 2026

Abstract

Security validation in architectural design is commonly conducted through manual interpretation of drawings, expert walkthroughs, and late-stage design reviews. Such practice is valuable but difficult to reproduce, especially when crime-prevention criteria depend on visibility, access definition, territorial cues, and lighting quality. This paper presents an automated BIM-based framework for evaluating Crime Prevention through Environmental Design (CPTED) principles using semantic modelling, geometric reasoning, and rule-based inference. The proposed method transforms security-relevant BIM entities into a machine-readable CPTED knowledge layer, evaluates each space through formal rules, and produces interpretable scores that can guide design revision. The framework considers natural surveillance, access control, territoriality, and lighting as computationally linked design dimensions rather than independent checklist items. Results show that automated rule checking can reproduce expert assessment patterns while providing faster and more consistent space-level diagnosis. The paper contributes a transparent computational model for early-stage security validation and demonstrates how BIM can support evidence-based CPTED assessment before construction decisions become costly to revise.

Keywords

Building information modeling CPTED Security validation Rule-based reasoning Knowledge graphs Spatial analysis

References

[1] P. Cozens, T. Love, and D. Davern, “Exploring and developing crime prevention through environmental design (CPTED) audits: An iterative process,” Crime Prevention and Community Safety, vol. 24, pp. 1–26, 2022, doi: 10.1057/s41300-022-00155-1.

[2] D. Shach-Pinsly, “A new approach for assessing secure and vulnerable areas in central urban neighborhoods based on social-groups analysis,” Sustainability, vol. 13, no. 3, Article 1174, 2021, doi: 10.3390/su13031174.

[3] V. Azevedo, R. L. Maia, M. J. Guerreiro, G. Oliveira, A. Sani, S. Caridade, A. Dinis, R. Estrada, D. Paulo, and M. Magalhaes, “Looking at crime - Communities and physical spaces: A curated dataset,” Data in Brief, vol. 39, Article 107560, 2021, doi: 10.1016/j.dib.2021.107560.

[4] J. Peng and X. Liu, “Automated code compliance checking research based on BIM and knowledge graph,” Scientific Reports, vol. 13, Article 7065, 2023, doi: 10.1038/s41598-023-34342-1.

[5] P. Patlakas, I. Christovasilis, L. Riparbelli, F. K. T. Cheung, and E. Vakaj, “Semantic web-based automated compliance checking with integration of finite element analysis,” Advanced Engineering Informatics, vol. 61, Article 102448, 2024, doi: 10.1016/j.aei.2024.102448.

[6] Z. Ma, Z. Liu, and X. Li, “Automatic compliance checking of BIM models against standards using an ontology-based approach,” Automation in Construction, vol. 165, Article 105566, 2024, doi: 10.1016/j.autcon.2024.105566.

[7] S. Fischer, C. Schranz, H. Urban, D. Pfeiffer, and L. Flamm, “Real-World Test Model for Escape Route Analysis in IFC format,” TU Wien, 2024, doi: 10.48436/wzp90-dmf60.

[8] Z. Wang, S. Fuchs, J. Wu, S. Esser, T. Wrabel, and A. Borrmann, “GNI BIM Dataset,” Zenodo, 2026, doi: 10.5281/zenodo.19722012.

[9] Y. Lu, P. Gong, Y. Tang, and S. Sun, “BIMintegrated construction safety risk assessment at the design stage of building projects,” Automation in Construction, vol. 124, Article 103553, 2021, doi: 10.1016/j.autcon.2021.103553.

[10] A. Brelih, M. Kassem, and J. P. Carvalho, “Recommendations for private and secure common data environments based on BIM,” in Proceedings of the European Conference on Computing in Construction, 2024, pp. 264–271.

[11] W. Andrich, M. Daniotti, S. Pavan, and C. Mirarchi, “A check flow to pave the way for BIM-based renovation and quality control,” Buildings, vol. 12, no. 2, Article 154, 2022, doi: 10.3390/buildings12020154.

[12] E. Nuyts, R. Verborgh, and P. Pauwels, “Validation of building models against legislation using semantic web technologies,” in Proceedings of LDAC 2023, 2023.

[13] R. Ismail, K. T. Jing, H. C. Yee, M. W. M. Shafiei, and W. Dan, “Integration of Building Information Modelling (BIM) in third-generation Crime Prevention through Environmental Design (CPTED),” Journal of Advanced Research in Applied Sciences and Engineering Technology, vol. 32, no. 3, pp. 438–450, 2023, doi: 10.37934/araset.32.3.438450.

[14] M. Botrugno, J. Moretti, and C. Dejaco, “Building information modelling supporting safety and security management in civil engineering: A systematic literature review,” in Proceedings of the European Conference on Computing in Construction, 2021, pp. 173–180.

[15] A. Borrmann, M. Konig, C. Koch, and J. Beetz, Building Information Modeling: Technology Foundations and Industry Practice. Cham: Springer, 2018, doi: 10.1007/978-3-319-92862-3.

Cite This Article

Choose your preferred format

format_quote
Yani, Juli , Ritonga, Maisaroh, Dewi, Citra. "An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation." International Journal of BIM and Engineering Science, vol. Volume 12, no. Issue 2, 2026, pp. 57–65. DOI: https://doi.org/10.54216/IJBES.120208
Yani, J., Ritonga, M., Dewi, C. (2026). An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation. International Journal of BIM and Engineering Science, Volume 12(Issue 2), 57–65. DOI: https://doi.org/10.54216/IJBES.120208
Yani, Juli , Ritonga, Maisaroh, Dewi, Citra. "An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation." International Journal of BIM and Engineering Science Volume 12, no. Issue 2 (2026): 57–65. DOI: https://doi.org/10.54216/IJBES.120208
Yani, J., Ritonga, M., Dewi, C. (2026) 'An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation', International Journal of BIM and Engineering Science, Volume 12(Issue 2), pp. 57–65. DOI: https://doi.org/10.54216/IJBES.120208
Yani J, Ritonga M, Dewi C. An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation. International Journal of BIM and Engineering Science. 2026;Volume 12(Issue 2):57–65. DOI: https://doi.org/10.54216/IJBES.120208
J. Yani, M. Ritonga, C. Dewi, "An Automated Framework for Integrating Crime Prevention through Environmental Design into BIM-Based Security Validation," International Journal of BIM and Engineering Science, vol. Volume 12, no. Issue 2, pp. 57–65, 2026. DOI: https://doi.org/10.54216/IJBES.120208
Digital Archive Ready