{"id":1716,"date":"2026-08-02T08:45:20","date_gmt":"2026-08-02T08:45:20","guid":{"rendered":"https:\/\/geec.vn\/?p=1716"},"modified":"2026-08-10T09:24:27","modified_gmt":"2026-08-10T09:24:27","slug":"canh-bao-theo-nguong-va-theo-bat-thuong-lam-the-nao-de-giam-alarm-fatigue-cho-facility-manager","status":"publish","type":"post","link":"https:\/\/geec.vn\/en\/canh-bao-theo-nguong-va-theo-bat-thuong-lam-the-nao-de-giam-alarm-fatigue-cho-facility-manager\/","title":{"rendered":"Threshold and Anomaly-Based Alerts: How to Reduce Alarm Fatigue for Facility Managers?"},"content":{"rendered":"<h2 class=\"wp-block-heading\">When the warning system issues too many alerts, nobody wants to listen anymore.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine a Facility Manager starting their workday with over 200 alert notifications from the BMS, electrical, HVAC, and IoT systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Initially, all warnings were carefully checked.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But after a few weeks, when most of the alerts were just normal operating fluctuations, operators began to ignore them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the phenomenon. <strong>Alarm Fatigue<\/strong> \u2014 one of the common reasons why critical incidents are detected too late.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In reality, the problem doesn't lie with the people.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The problem lies in how the system generates alerts.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">What is Alarm Fatigue?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Alarm Fatigue is a state where the operator receives so many alerts that they lose the ability to differentiate them:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>This is a really important warning.<\/li>\n\n\n\n<li>This warning is for informational purposes only.<\/li>\n\n\n\n<li>False Alarm<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">When the number of alerts exceeds the processing capacity, the natural reaction is:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u1eaft th\u00f4ng b\u00e1o<\/li>\n\n\n\n<li>Ignore the warning<\/li>\n\n\n\n<li>See all alerts as the same.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This is the most dangerous time for a construction project.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Why is the BMS system generating so many alerts?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The most common cause stems from the model:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Threshold Alerting<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Temperature &gt; 26\u00b0C \u2192 Warning<\/li>\n\n\n\n<li>Humidity &gt; 65% \u2192 Warning<\/li>\n\n\n\n<li>CO\u2082 &gt; 800 ppm \u2192 Warning<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This approach is simple, but it has a problem:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system does not understand the operating context.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>26\u00b0C at 2 PM in the summer can be perfectly normal.<\/li>\n\n\n\n<li>A temperature of 26\u00b0C at 2 AM could be an abnormal sign.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">However, the system still generates the same type of alert.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result is:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Hundreds of alerts are generated every day, but most don't require actual action.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">What is the difference between Threshold Alerting and Anomaly Detection?<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. Threshold Alerting<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Principle:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If the value exceeds the threshold \u2192 Warning (Show more lines)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Advantage:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Easy to deploy<\/li>\n\n\n\n<li>Low cost<\/li>\n\n\n\n<li>No historical data required.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Disadvantages:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Many false alarms<\/li>\n\n\n\n<li>Lack of understanding of context.<\/li>\n\n\n\n<li>No unusual trends detected.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. Anomaly Detection<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Principle:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If the data differs significantly from the normal state \u2192 Warning. Show more lines.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system will analyze:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Historical data<\/li>\n\n\n\n<li>Time of day<\/li>\n\n\n\n<li>Day of the week<\/li>\n\n\n\n<li>Operating conditions<\/li>\n\n\n\n<li>Device behavior<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Current temperature:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">24\u00b0CShow more lines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do not exceed the limit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The average temperature over the past 30 days has been 18\u00b0C.<\/li>\n\n\n\n<li>The upward trend continued for 6 hours.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The system immediately flagged this as an anomaly.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">Why is Anomaly Detection More Effective?<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Anomaly detection doesn't look at a single value.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It looked at:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Behavior<\/li>\n\n\n\n<li>Trend<\/li>\n\n\n\n<li>Correlation<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t AHU ti\u00eau th\u1ee5 \u0111i\u1ec7n t\u0103ng 20%.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Threshold:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No warnings. Show more lines.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">v\u00ec v\u1eabn n\u1eb1m trong gi\u1edbi h\u1ea1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anomaly Detection:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Warning Show more lines<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because this consumption level is unusual compared to that of the same device in the weeks prior.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">4 Common Anomaly Detection Technologies<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. Statistical Baseline<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Compare current data to historical averages.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fit:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Office Buildings<\/li>\n\n\n\n<li>Hotel<\/li>\n\n\n\n<li>Shopping Mall<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. Time-Series Forecasting<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Forecasting future data based on trends.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Early detection:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>HVAC performance declines<\/li>\n\n\n\n<li>Chiller malfunction<\/li>\n\n\n\n<li>The water system is malfunctioning.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3. Machine Learning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u00e2n t\u00edch \u0111\u1ed3ng th\u1eddi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>HVAC<\/li>\n\n\n\n<li>Electricity<\/li>\n\n\n\n<li>Water<\/li>\n\n\n\n<li>Environmental conditions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Widely used in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Center<\/li>\n\n\n\n<li>Industrial Plants<\/li>\n\n\n\n<li>Campus l\u1edbn<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. Hybrid Alerting<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Combine:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Threshold<\/li>\n\n\n\n<li>Statistical Baseline<\/li>\n\n\n\n<li>AI<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This is the model recommended by GEEC for most construction projects in Vietnam today.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">M\u00f4 H\u00ecnh C\u1ea3nh B\u00e1o Th\u00f4ng Minh GEEC Khuy\u1ebfn Ngh\u1ecb<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Level 1 \u2014 Critical<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Alerts require immediate response:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fire alarm<\/li>\n\n\n\n<li>Gas leak<\/li>\n\n\n\n<li>Main power outage<\/li>\n\n\n\n<li>Safety incident<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Sent to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Protect<\/li>\n\n\n\n<li>On-call technician<\/li>\n\n\n\n<li>Operations management<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Level 2 \u2014 Operational<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Operational warnings:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AHU malfunction<\/li>\n\n\n\n<li>Chiller malfunctioning<\/li>\n\n\n\n<li>The pump is not responding.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Sent to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u1ed9i k\u1ef9 thu\u1eadt<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea7ng 3 \u2014 Informational<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00f4ng tin:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Electricity consumption trends<\/li>\n\n\n\n<li>Thi\u1ebft b\u1ecb s\u1eafp b\u1ea3o tr\u00ec<\/li>\n\n\n\n<li>B\u00e1o c\u00e1o hi\u1ec7u su\u1ea5t<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Kh\u00f4ng c\u1ea7n t\u1ea1o c\u1ea3nh b\u00e1o th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">Buildings That Should Apply Smart Alerting<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Office Buildings<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BMS<\/li>\n\n\n\n<li>HVAC<\/li>\n\n\n\n<li>Electricity<\/li>\n\n\n\n<li>Water<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Shopping Mall<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Many guests<\/li>\n\n\n\n<li>Adult traffic<\/li>\n\n\n\n<li>Diverse equipment<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Hospitality &amp; Resorts<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Operates 24\/7<\/li>\n\n\n\n<li>Customer experience is important.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Factory &amp; Industrial Park<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Continuous device<\/li>\n\n\n\n<li>High downtime costs<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Data Center<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The request was almost trouble-free.<\/li>\n\n\n\n<li>It is important to detect any abnormalities early.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">Implementation Plan for the Project<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Step 1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Audit d\u1eef li\u1ec7u c\u1ea3nh b\u00e1o hi\u1ec7n t\u1ea1i.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Alert classification:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Critical<\/li>\n\n\n\n<li>Operational<\/li>\n\n\n\n<li>Informational<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Thu th\u1eadp d\u1eef li\u1ec7u l\u1ecbch s\u1eed t\u1ed1i thi\u1ec3u:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">30 ng\u00e0yShow more lines<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tri\u1ec3n khai m\u00f4 h\u00ecnh Smart Alerting.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Step 5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Track KPIs:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>False Alarm Rate<\/li>\n\n\n\n<li>Response Time<\/li>\n\n\n\n<li>Response Rate<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">Perspective from GEEC<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o t\u1ed1t kh\u00f4ng ph\u1ea3i l\u00e0 h\u1ec7 th\u1ed1ng t\u1ea1o nhi\u1ec1u c\u1ea3nh b\u00e1o nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It's a system:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u00fang th\u1eddi \u0111i\u1ec3m<\/li>\n\n\n\n<li>The right person<\/li>\n\n\n\n<li>Correct priority level<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">When the Facility Manager trusts the system's alerts, operational efficiency will change completely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is the real goal of Smart Building.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">GEEC Support<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Existing Marine BMS system<\/li>\n\n\n\n<li>Smart Alerting Design<\/li>\n\n\n\n<li>BMS Integration \u00b7 IoT \u00b7 Dashboard<\/li>\n\n\n\n<li>Analyzing anomaly alerts<\/li>\n\n\n\n<li>HVAC Analytics<\/li>\n\n\n\n<li>Predictive Maintenance<\/li>\n\n\n\n<li>Panasonic Fire Alarm Integration<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udcde <strong>Hotline:<\/strong> 079.861.9999<br>\ud83d\udce7 <strong>Email:<\/strong> info@geec.vn<br>\ud83c\udf10 <strong>Website:<\/strong> www.geec.vn<\/p>","protected":false},"excerpt":{"rendered":"<p>Khi h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o qu\u00e1 nhi\u1ec1u, kh\u00f4ng ai c\u00f2n mu\u1ed1n nghe n\u1eefa H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t Facility Manager b\u1eaft \u0111\u1ea7u ng\u00e0y l\u00e0m vi\u1ec7c v\u1edbi h\u01a1n 200 th\u00f4ng b\u00e1o c\u1ea3nh b\u00e1o t\u1eeb h\u1ec7 th\u1ed1ng BMS, \u0111i\u1ec7n, HVAC v\u00e0 IoT. Ban \u0111\u1ea7u, m\u1ecdi c\u1ea3nh b\u00e1o \u0111\u1ec1u \u0111\u01b0\u1ee3c ki\u1ec3m tra c\u1ea9n th\u1eadn. Nh\u01b0ng sau v\u00e0i tu\u1ea7n, khi [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1759,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"zakra_page_container_layout":"customizer","zakra_page_sidebar_layout":"customizer","zakra_remove_content_margin":false,"zakra_sidebar":"customizer","zakra_transparent_header":"customizer","zakra_logo":0,"zakra_main_header_style":"default","zakra_menu_item_color":"","zakra_menu_item_hover_color":"","zakra_menu_item_active_color":"","zakra_menu_active_style":"","zakra_page_header":false,"footnotes":""},"categories":[28],"tags":[91,85,87,86,48,88,90,89],"class_list":["post-1716","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-iot-thong-minh","tag-ai-phat-hien-bat-thuong","tag-alarm-fatigue-toa-nha","tag-anomaly-detection-bms","tag-canh-bao-nguong-iot","tag-geec","tag-giam-canh-bao-sai","tag-he-thong-canh-bao-thong-minh","tag-smart-alerting-facility-manager"],"_links":{"self":[{"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/posts\/1716","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/comments?post=1716"}],"version-history":[{"count":1,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/posts\/1716\/revisions"}],"predecessor-version":[{"id":1758,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/posts\/1716\/revisions\/1758"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/media\/1759"}],"wp:attachment":[{"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/media?parent=1716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/categories?post=1716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geec.vn\/en\/wp-json\/wp\/v2\/tags?post=1716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}