{"id":3967,"date":"2025-06-30T10:36:29","date_gmt":"2025-06-30T03:36:29","guid":{"rendered":"https:\/\/filkom.ub.ac.id\/project\/?p=3967"},"modified":"2025-06-30T10:36:29","modified_gmt":"2025-06-30T03:36:29","slug":"taniku-smart-plant-stress-monitoring-system-based-on-soil-condition","status":"publish","type":"post","link":"https:\/\/filkom.ub.ac.id\/project\/2025\/06\/taniku-smart-plant-stress-monitoring-system-based-on-soil-condition\/","title":{"rendered":"TANIKU &#8211; Smart Plant Stress Monitoring System Based on Soil Condition"},"content":{"rendered":"<p style=\"text-align: center\"><b><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-4006 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Untitled-design.png\" alt=\"\" width=\"296\" height=\"370\" \/>TANIKU &#8211; <\/b><b>Smart Plant Stress Monitoring System Based on Soil Condition<\/b><b><br \/>\n<\/b> <i><span style=\"font-weight: 400\">Where AI meets Agriculture\u2014right from your home garden.<br \/>\n<\/span><\/i><span style=\"font-weight: 400\">\ud83e\udeb4 <\/span><i><span style=\"font-weight: 400\">\u201cA healthier plant starts with knowing when it\u2019s stressed.\u201d<br \/>\n<img decoding=\"async\" class=\"wp-image-4988 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1.png\" alt=\"\" width=\"543\" height=\"306\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1.png 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1-300x169.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1-1024x576.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1-768x432.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1-1536x864.png 1536w\" sizes=\"(max-width: 543px) 100vw, 543px\" \/><\/span><\/i><b><\/b><\/p>\n<p style=\"text-align: left\"><b>\ud83c\udf10 Domain of Impact<br \/>\n<\/b><b>TANIKU<\/b><span style=\"font-weight: 400\"> is an innovative system designed to transform how people care for plants at home by combining <\/span><b>IoT<\/b><span style=\"font-weight: 400\">, <\/span><b>TinyML<\/b><span style=\"font-weight: 400\">, and <\/span><b>fault-tolerant embedded systems<\/b><span style=\"font-weight: 400\">. It helps users detect plant stress in real time\u2014before visible symptoms appear\u2014by monitoring key environmental parameters such as soil moisture, temperature, and humidity.<\/span><\/p>\n<p><span style=\"font-weight: 400\">The system empowers urban gardeners with:<br \/>\n<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udd0c <\/span><b>Embedded AI<\/b><span style=\"font-weight: 400\">: On-device machine learning for fast and offline stress classification<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udcf1 <\/span><b>Mobile Dashboard<\/b><span style=\"font-weight: 400\">: Real-time data and history tracking via Blynk app<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udcca <\/span><b>Edge Analytics<\/b><span style=\"font-weight: 400\">: Lightweight CNN model running on ESP32 to analyze sensor data instantly<\/span><\/li>\n<li style=\"font-weight: 400\">\ud83c\udf31 <b>Smart Farming<\/b>: Making precision agriculture accessible\u2014even for home pots and balconies<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">By enabling early detection and remote monitoring, TANIKU supports sustainable plant care and helps prevent damage due to late intervention.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udc69\u200d\ud83d\udcbb <\/span><b>Meet the Team Behind TANIKU<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> A multidisciplinary student team from <\/span><b>Universitas Brawijaya<\/b><span style=\"font-weight: 400\">, blending passion and skills in embedded AI, electronics, and cloud systems:<\/span><\/p>\n<div class=\"mceTemp\"><\/div>\n<p><img decoding=\"async\" class=\"alignnone wp-image-4072 size-full\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174.jpg\" alt=\"\" width=\"1920\" height=\"506\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174.jpg 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174-300x79.jpg 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174-1024x270.jpg 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174-768x202.jpg 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-e1750418938174-1536x405.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p><span style=\"font-weight: 400\">\u2757 <\/span><b>The Real-World Problem<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> \ud83c\udf3f Home plants often suffer silently\u2014stress symptoms are subtle and go unnoticed until it\u2019s too late.<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \ud83d\udd52 Most plant owners don\u2019t know <\/span><i><span style=\"font-weight: 400\">when<\/span><\/i><span style=\"font-weight: 400\"> their plant needs help.<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \ud83d\udcc9 There&#8217;s no easy-to-use, real-time system for early stress detection.<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \u26a0\ufe0f Result? Overwatering, underwatering, and wasted resources.<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83c\udfaf <\/span><b>Our Mission<\/b><b><br \/>\n<\/b> <i><span style=\"font-weight: 400\">Make smart plant care accessible for everyone.<\/span><\/i><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\u2705 <strong>Real-time monitoring<\/strong> of <strong>soil moisture<\/strong>, <strong>temperature<\/strong>, and <strong>humidity<\/strong><\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \ud83e\udde0 <strong>TinyML model<\/strong> on <strong>ESP32<\/strong> to classify <strong>plant stress<\/strong>: <strong>Healthy<\/strong>, <strong>Moderate Stress<\/strong>, and <strong>High Stress<\/strong><\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \ud83d\udcf2 Easy access via <strong>OLED display<\/strong> and <\/span><b>Blynk mobile dashboard<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> \ud83d\udd01 <strong>Dual-ESP32 system<\/strong> to ensure <strong>fault-tolerant monitoring<\/strong><\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udca1 <\/span><b>How TANIKU Works?<\/b><\/p>\n<ol style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udce5 <\/span><b>Sensor Input<\/b><span style=\"font-weight: 400\"> \u2013 Soil moisture (Capacitive v1.2), DHT11 for air temperature and humidity<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\u2699\ufe0f <\/span><b>TinyML Inference<\/b><span style=\"font-weight: 400\"> \u2013 CNN model trained on real-world plant data<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udcca <\/span><b>Local Display<\/b><span style=\"font-weight: 400\"> \u2013 OLED shows stress status &amp; sensor values<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udce1 <\/span><b>Cloud Integration<\/b><span style=\"font-weight: 400\"> \u2013 Blynk dashboard for mobile access<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83e\uddef <\/span><b>Fault Recovery<\/b><span style=\"font-weight: 400\"> \u2013 Backup ESP32 takes over if primary fails<\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83e\uddf0 <\/span><b>Component Stack<\/b><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4151 size-full\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740.jpg\" alt=\"\" width=\"1920\" height=\"838\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740.jpg 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740-300x131.jpg 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740-1024x447.jpg 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740-768x335.jpg 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-2-e1750420554740-1536x670.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83e\udde9 <\/span><b>System Architecture<\/b><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4091 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/DiagramSistem-Halaman-2.drawio.png\" alt=\"\" width=\"541\" height=\"467\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/DiagramSistem-Halaman-2.drawio.png 541w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/DiagramSistem-Halaman-2.drawio-300x259.png 300w\" sizes=\"(max-width: 541px) 100vw, 541px\" \/><\/p>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><b>Input Layer<\/b><span style=\"font-weight: 400\">: Soil Moisture &amp; DHT Sensors<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Processing<\/b><span style=\"font-weight: 400\">: CNN-based TinyML model on ESP32<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Output<\/b><span style=\"font-weight: 400\">: OLED Display &amp; Blynk Cloud<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Redundancy<\/b><span style=\"font-weight: 400\">: Backup ESP32 activated via sensor fault detection<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\uddbc\ufe0f <\/span><b>Redundancy Workflow: Hot Standby Mechanism<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> To ensure continuous operation, the system employs a <\/span><b>hot standby configuration<\/b><span style=\"font-weight: 400\"> with two ESP32 microcontrollers. The backup unit mirrors sensor inputs and seamlessly takes over when the main unit fails.<\/span><\/p>\n<h3 style=\"text-align: justify\"><b>\u2601\ufe0f Cloud Monitoring<\/b><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4229\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11.jpg\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11.jpg 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11-300x169.jpg 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11-1024x576.jpg 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11-768x432.jpg 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok_7_11-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udcf2 Users can <\/span><b>view data in real-time<\/b><span style=\"font-weight: 400\"> via Blynk<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udd53 <strong>Historical log access<\/strong> allows users to monitor trends<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udcc9 Helps users <strong>analyze and respond to stress patterns<\/strong> better<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud83d\udd04 Synced with embedded <strong>TinyML inference<\/strong> on-device<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83c\udfac <\/span><b>See It In Action<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> \ud83d\udcfd\ufe0f Watch Demo Video\u00a0Here\u00a0&#8211;&gt;<span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"https:\/\/bit.ly\/Taniku_7\">https:\/\/bit.ly\/Taniku_7<\/a><\/span><\/span><\/p>\n<p><span style=\"font-weight: 400\">\u00a0What you\u2019ll see:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Real-time monitoring of live plants<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Stress classification shown on OLED + mobile app<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ESP32 switching from main to backup during simulated sensor failure<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\u2705 <\/span><b>Results &amp; Impact<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> \u2714\ufe0f <\/span><b>Model Accuracy<\/b><span style=\"font-weight: 400\">: <strong>84.69%<\/strong> (train), <strong>85.12%<\/strong> (validation)<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \u2714\ufe0f Tested on <strong>15 plants<\/strong> across<strong> 3 locations<\/strong><\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \u2714\ufe0f System runs<strong> offline<\/strong> thanks to <strong>on-device AI<\/strong><\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><span style=\"font-weight: 400\"> \u2714\ufe0f <\/span><b>Fault-tolerant architecture<\/b><span style=\"font-weight: 400\"> proven effective <strong>in real-world tests<\/strong><\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udcac <strong>Project repository<\/strong><\/span><b>!<br \/>\n<\/b><b><\/b><span style=\"font-weight: 400\"> \ud83c\udf10 GitHub: <span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"https:\/\/github.com\/Muzanua\/CapstoneProject\">Smart Plant Stress Monitoring System Based on\u00a0Soil\u00a0Condition<\/a><\/span><\/span><\/p>\n<p><span style=\"font-weight: 400\">\ud83d\udd17 <\/span><b>LinkedIn:<br \/>\n<\/b><span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"http:\/\/www.linkedin.com\/in\/muhammad-zaki-nur-ali-43781b23a\/\">Muhammad Zaki Nur Ali<\/a><\/span><br \/>\n<span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"http:\/\/www.linkedin.com\/in\/hasna-najla-latifa-b927b2342\">Hasna Najla Latifa<\/a><\/span><br \/>\n<span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"http:\/\/www.linkedin.com\/in\/afra-naima-meryandha\">Afra Naima\u00a0Meryandha<\/a><\/span><br \/>\n<span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"http:\/\/www.linkedin.com\/in\/arfianfaiq\">Arfian Faiq Hanafi<\/a><\/span><br \/>\n<span style=\"color: #3366ff\"><a style=\"color: #3366ff\" href=\"http:\/\/www.linkedin.com\/in\/septhian-dian-siswoyo-629239356\">Septhian Dian Siswoyo<\/a><\/span><a href=\"https:\/\/github.com\/Muzanua\/CapstoneProject\"><span style=\"font-weight: 400\"><br \/>\n<\/span><\/a><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udcf8 <\/span><b>TANIKU in the Field<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400\"> Because great ideas bloom with teamwork<br \/>\n<\/span><span style=\"font-weight: 400\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4156\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7.png\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7.png 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-300x169.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1024x576.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-768x432.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-1536x864.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5085\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4.png\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4.png 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4-300x169.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4-1024x576.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4-768x432.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/K1A_Kelompok-7-4-1536x864.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>TANIKU &#8211; Smart Plant Stress Monitoring System Based on Soil Condition Where AI meets Agriculture\u2014right from your home garden. \ud83e\udeb4 \u201cA healthier plant starts with knowing when it\u2019s stressed.\u201d \ud83c\udf10 Domain of Impact TANIKU is an innovative system designed to transform how people care for plants at home by combining IoT, TinyML, and fault-tolerant embedded&#8230;<\/p>\n","protected":false},"author":349,"featured_media":5182,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"default","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[9],"tags":[],"class_list":["post-3967","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-of-thing-aiot"],"_links":{"self":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3967","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/users\/349"}],"replies":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/comments?post=3967"}],"version-history":[{"count":29,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3967\/revisions"}],"predecessor-version":[{"id":5140,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3967\/revisions\/5140"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media\/5182"}],"wp:attachment":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media?parent=3967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/categories?post=3967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/tags?post=3967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}