{"id":18909,"date":"2025-07-10T15:55:19","date_gmt":"2025-07-10T07:55:19","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/dbe\/?page_id=18909"},"modified":"2025-08-15T13:34:21","modified_gmt":"2025-08-15T05:34:21","slug":"analytics","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/projects\/analytics\/","title":{"rendered":"[SaRRU] Safety analytics"},"content":{"rendered":"\n\n\t\t\t\t\t<ul id=\"menu-sarru-main-menu\"><li id=\"menu-item-16476\"><a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/\">Home<\/a><\/li>\n<li id=\"menu-item-16674\"><a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/about\/\">About Us<\/a><\/li>\n<li id=\"menu-item-18995\"><a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/projects\/\">Our Projects<\/a><\/li>\n<li id=\"menu-item-15528\"><a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/articles\/\">Publications<\/a><\/li>\n<li id=\"menu-item-15534\"><a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/contact\/\">Contact Us<\/a><\/li>\n<\/ul>\t\n\t<h1>\n\t\tSafety Analytics\n\t<\/h1>\n<h2>\n\t\tEmpower safer, smarter construction through clear, data-driven safety metrics and housekeeping performance dashboards.\n\t<\/h2>\n\t<a href=\"#1\" target=\"_self\" aria-label=\"Go to #1\"><\/a>\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/06\/combo-chart-48.png\" alt=\"combo-chart-48\" title=\"combo-chart-48\" \/>\n\t\t<h3>Subcontractors&#8217; Risk Profiling<\/h3>\t\t\t\n\t<a href=\"#2\" target=\"_self\" aria-label=\"Go to #2\"><\/a>\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/06\/bar-chart-48.png\" alt=\"bar-chart-48\" title=\"bar-chart-48\" \/>\n\t\t<h3>Weather Patterns &amp; Workplace Accidents<\/h3>\t\t\t\n\t<a href=\"#3\" target=\"_self\" aria-label=\"Go to #3\"><\/a>\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/07\/truck-48.png\" alt=\"truck-48\" title=\"truck-48\" \/>\n\t\t<h3>Truck Driver Safety Climate<\/h3>\t\t\t\n<h2>\n\t\tSubcontractors&#8217; risk profiling\n\t<\/h2>\n\t<p>Using safety analytics to determine feature weights for contractor safety performance assessment<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/08\/sa_01.png\" alt=\"sa_01\" height=\"774\" width=\"1908\" title=\"sa_01\" \/>\n<h2>\n\t\tWeather patterns &amp; workplace accidents\n\t<\/h2>\n\t<p>To determine if relationship exists between various climate factors and injury severity that can be used to predict severity of future injuries<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/08\/sa_02.png\" alt=\"sa_02\" height=\"740\" width=\"2088\" title=\"sa_02\" \/>\n<h2>\n\t\tTruck driver safety climate\n\t<\/h2>\n\t<p>Conducted a detailed analysis to assess when is transfer learning beneficial to companies trying to develop AI models for accurate prediction of accident risk<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/dbe\/wp-content\/uploads\/sites\/26\/2025\/08\/sa_03.png\" alt=\"sa_03\" height=\"746\" width=\"1988\" title=\"sa_03\" \/>\n<h2>\n\t\tCheck out our other research areas and current projects!\n\t<\/h2>\n\t\t\t<a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/research\" target=\"_self\">\n\t\t\t\t\t\t\tResearch Area\n\t\t\t\t\t<\/a>\n\t\t\t<a href=\"https:\/\/cde.nus.edu.sg\/dbe\/cpfm\/sarru\/projects\" target=\"_self\">\n\t\t\t\t\t\t\tCurrent Projects\n\t\t\t\t\t<\/a>\n\n","protected":false},"excerpt":{"rendered":"<p>Home About Us Our Projects Publications Contact Us Safety Analytics Empower safer, smarter construction through clear, data-driven safety metrics and housekeeping performance dashboards. Subcontractors&#8217; Risk Profiling Weather Patterns &amp; Workplace Accidents Truck Driver Safety Climate Subcontractors&#8217; risk profiling Using safety analytics to determine feature weights for contractor safety performance assessment Weather patterns &amp; workplace accidents [&hellip;]<\/p>\n","protected":false},"author":103,"featured_media":0,"parent":18758,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-18909","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/pages\/18909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/users\/103"}],"replies":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/comments?post=18909"}],"version-history":[{"count":4,"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/pages\/18909\/revisions"}],"predecessor-version":[{"id":19177,"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/pages\/18909\/revisions\/19177"}],"up":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/pages\/18758"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/dbe\/wp-json\/wp\/v2\/media?parent=18909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}