Identifying Safety Technology Opportunities to Mitigate Safety-Related Issues on Construction Sites DOI Creative Commons
Yongyoon Suh

Buildings, Год журнала: 2025, Номер 15(6), С. 847 - 847

Опубликована: Март 7, 2025

Although safety technology has recently been shown to prevent occupational incidents, a systematic approach identifying technological opportunities is still lacking. Incident report documents, containing large volumes of narrative text, are considered valuable resources for predetermining incident factors. Additionally, patent data, as form big data from sources, widely utilized explore potential solutions. In this context, study aims identify by integrating two types textual data: documents and documents. Text mining self-organizingmaps employed discover applicable technologies prevention, grouping them into five categories, follows: machine tool work, high-place vehicle-related facilities, hydraulic machines, miscellaneous tools. A gap analysis between incidents patents also conducted assess feasibility develop strategy. The findings, derived both provide solutions that essential improving workplace can be used business owners managers.

Язык: Английский

Identifying Safety Technology Opportunities to Mitigate Safety-Related Issues on Construction Sites DOI Creative Commons
Yongyoon Suh

Buildings, Год журнала: 2025, Номер 15(6), С. 847 - 847

Опубликована: Март 7, 2025

Although safety technology has recently been shown to prevent occupational incidents, a systematic approach identifying technological opportunities is still lacking. Incident report documents, containing large volumes of narrative text, are considered valuable resources for predetermining incident factors. Additionally, patent data, as form big data from sources, widely utilized explore potential solutions. In this context, study aims identify by integrating two types textual data: documents and documents. Text mining self-organizingmaps employed discover applicable technologies prevention, grouping them into five categories, follows: machine tool work, high-place vehicle-related facilities, hydraulic machines, miscellaneous tools. A gap analysis between incidents patents also conducted assess feasibility develop strategy. The findings, derived both provide solutions that essential improving workplace can be used business owners managers.

Язык: Английский

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