Deep neural network-based probabilistic classifier of occupational accident types on a construction site in Korea

IF 1.5 4区工程技术 0 ARCHITECTURE

Journal of Asian Architecture and Building Engineering Pub Date : 2024-07-05 DOI:10.1080/13467581.2024.2373818

Taehoon Kim, Myungdo Lee, Yoonseok Shin, Wi Sung Yoo

引用次数: 0

Abstract

The number of accidents in the Korean construction industry has been increasing rapidly, reaching about 25,000 every year. Although strong and binding laws and systems have been implemented to redu...

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基于深度神经网络的韩国建筑工地职业事故类型概率分类器

韩国建筑行业的事故数量一直在快速增长，每年约有 25,000 起。尽管韩国已经实施了强有力的、具有约束力的法律和制度，以减少事故的发生，但建筑行业的事故数量仍在不断增加。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Asian Architecture and Building Engineering 工程技术-结构与建筑技术

CiteScore

2.20

自引率

15.40%

发文量

127

审稿时长

9 months

期刊介绍： Journal of Asian Architecture and Building Engineering is a refereed international Open Access journal, serving researchers in academic and research organizations and all practitioners in the building sector. The journal is jointly-edited by the Architectural Institute of Japan (AIJ), the Architectural Institute of Korea (AIK), and the Architectural Society of China (ASC) and published bi-monthly. Asian academics and professionals have made efforts to find solutions to the themes derived from natural, geographical, socio-economical and cultural conditions in Asia. Their achievements have contributed to the evolution of research in the field of architecture and building engineering. For instance, achievements in structural engineering have contributed to the world by developing technology to assure safety of buildings in earthquake-prone areas. Asia has the largest share of the world''s population with high densities in urban areas. It is a growing and the most energetic region in terms of building activities, which produces valuable empirical knowledge and lessons to architects and building engineers in Asia. It is quite significant to contribute to global architecture and building engineering by presenting the knowledge and lessons beyond linguistic barriers. By publishing the journal in English, it is expected that Asian wisdom and experience will be disseminated to the world. In the countries where these institutions are based, building professions can enjoy the collaborative and holistic approach because the three institutions distinctively possess the whole range of expertise relating to architecture and building engineering.