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Conversation-Based Information Delivery Method for Facility Management
Facility management platforms are widely used in the facility maintenance phase of the building life cycle. However, a large amount of complex building information affects facility managers’ efficiency and user experience in retrieving specific information on the facility management platform. Theref...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309904/ https://www.ncbi.nlm.nih.gov/pubmed/34300510 http://dx.doi.org/10.3390/s21144771 |
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author | Chen, Kuan-Lin Tsai, Meng-Han |
author_facet | Chen, Kuan-Lin Tsai, Meng-Han |
author_sort | Chen, Kuan-Lin |
collection | PubMed |
description | Facility management platforms are widely used in the facility maintenance phase of the building life cycle. However, a large amount of complex building information affects facility managers’ efficiency and user experience in retrieving specific information on the facility management platform. Therefore, this research aims to develop a conversation-based method to improve the efficiency and user experience of facility management information delivery. The proposed method contains four major modules: decision mechanism, equipment dataset, intent analysis, and knowledge base. A chatbot prototype was developed based on the proposed method. The prototype was then validated through a feasibility test and field test at the Shulin Arts Comprehensive Administration Building in Taiwan. The results showed that the proposed method changes the traditional information delivery between users and the facility management platform. By integrating natural language processing (NLP), building information modelling (BIM), and ontological techniques, the proposed method can increase the efficiency of FM information retrieval. |
format | Online Article Text |
id | pubmed-8309904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83099042021-07-25 Conversation-Based Information Delivery Method for Facility Management Chen, Kuan-Lin Tsai, Meng-Han Sensors (Basel) Article Facility management platforms are widely used in the facility maintenance phase of the building life cycle. However, a large amount of complex building information affects facility managers’ efficiency and user experience in retrieving specific information on the facility management platform. Therefore, this research aims to develop a conversation-based method to improve the efficiency and user experience of facility management information delivery. The proposed method contains four major modules: decision mechanism, equipment dataset, intent analysis, and knowledge base. A chatbot prototype was developed based on the proposed method. The prototype was then validated through a feasibility test and field test at the Shulin Arts Comprehensive Administration Building in Taiwan. The results showed that the proposed method changes the traditional information delivery between users and the facility management platform. By integrating natural language processing (NLP), building information modelling (BIM), and ontological techniques, the proposed method can increase the efficiency of FM information retrieval. MDPI 2021-07-13 /pmc/articles/PMC8309904/ /pubmed/34300510 http://dx.doi.org/10.3390/s21144771 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chen, Kuan-Lin Tsai, Meng-Han Conversation-Based Information Delivery Method for Facility Management |
title | Conversation-Based Information Delivery Method for Facility Management |
title_full | Conversation-Based Information Delivery Method for Facility Management |
title_fullStr | Conversation-Based Information Delivery Method for Facility Management |
title_full_unstemmed | Conversation-Based Information Delivery Method for Facility Management |
title_short | Conversation-Based Information Delivery Method for Facility Management |
title_sort | conversation-based information delivery method for facility management |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309904/ https://www.ncbi.nlm.nih.gov/pubmed/34300510 http://dx.doi.org/10.3390/s21144771 |
work_keys_str_mv | AT chenkuanlin conversationbasedinformationdeliverymethodforfacilitymanagement AT tsaimenghan conversationbasedinformationdeliverymethodforfacilitymanagement |