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Tamer El-Diraby

University of Toronto

SCHOLARLY PAPERS

2

DOWNLOADS

147

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Natural Language Processing for Building Maintenance: From Deep Learning to Business Intelligence

Number of pages: 45 Posted: 04 Apr 2024
Soroush Sobhkhiz and Tamer El-Diraby
affiliation not provided to SSRN and University of Toronto
Downloads 99 (694,375)

Abstract:

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Facility Management, Fault Classification, text classification, large language models, Topic Modeling, Machine learning

2.

Natural Language Querying of IFC-Based Facility Management Knowledge Graphs: A Comparative Evaluation of LLM Architectures

Number of pages: 93 Posted: 16 Feb 2026
Amirhossein Babaei Ravandi and Tamer El-Diraby
University of Toronto and University of Toronto
Downloads 48 (1,097,215)

Abstract:

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Facility Management, Knowledge Graphs, Industry Foundation Classes, Large Language Models, Natural Language Querying, Multi-Agent Systems, Retrieval-Augmented Generation