arXiv Open Access 2022

The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance

Long Chen Mao Ye Alistair Milne John Hillier Frances Oglesby

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Abstrak

This report, commissioned by the WTW research network, investigates the use of AI in property risk assessment. It (i) reviews existing work on risk assessment in commercial and industrial properties and automated information extraction from building blueprints; and (ii) presents an exploratory 'proof-of concept-solution' exploring the feasibility of using machine learning for the automated extraction of information from building blueprints to support insurance risk assessment.

Topik & Kata Kunci

cs.CV cs.AI cs.LG eess.IV

Penulis (5)

Long Chen

Mao Ye

Alistair Milne

John Hillier

Frances Oglesby

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APA MLA BibTeX

Chen, L., Ye, M., Milne, A., Hillier, J., Oglesby, F. (2022). The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance. https://arxiv.org/abs/2205.01671

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓