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method="get" action="https://www.unhcr.org/innovation/"> <button class="search-button" type="submit" aria-label="Submit search button"><img src="https://www.unhcr.org/innovation/wp-content/themes/innovation2018/images/search-menu.svg" alt="Search"/></button> <input type="search" class="form-control mr-sm-2" value="" name="s" title="Search" /> </form> </div><div id="et-main-area"> <div id="main-content"> <article id="post-34843" class="post-34843 page type-page status-publish hentry"> <div class="entry-content"> <div class="et-l et-l--post"> <div class="et_builder_inner_content et_pb_gutters2"> <div class="et_pb_section et_pb_section_0 hero no-shadow custom-bg et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_0 et_pb_row_fullwidth"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_0 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_slider et_pb_slider_0 et_fullscreen_slider et_animated et_hover_enabled et_pb_slider_fullwidth_off et_slider_auto et_slider_speed_7000 et_slider_auto_ignore_hover"> <div class="et_pb_slides"> <div class="et_pb_slide et_pb_slide_0 et_pb_bg_layout_dark et_pb_media_alignment_center et-pb-active-slide" data-slide-id="et_pb_slide_0"> <div class="et_pb_container clearfix"> <div class="et_pb_slider_container_inner"> <div class="et_pb_slide_description"> <div class="et_pb_slide_content"><h1>Data Innovation</h1></div> </div> </div> </div> </div> </div> </div> <div class="et_pb_module et_pb_code et_pb_code_0"> <div class="et_pb_code_inner"><script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/tilt.js/1.2.1/tilt.jquery.min.js"></script> <script type="text/javascript"> var $ = jQuery; $(document).ready(function(){ $('.et_parallax_bg.et_pb_parallax_css').tilt({ maxTilt: 0.3, speed: 1000 }); var bh = $(window).height() * 0.7 $('.et_pb_section.hero').height(bh) }); $( window ).resize(function() { var bh = $(window).height() * 0.7 $('.et_pb_section.hero').height(bh) }); $('.et_pb_slide').each(function(){ var a = $(this).find('a'); var x = a.attr('href'); var y = $(this).find('.et_parallax_bg'); y.wrap('<a href="'+ x +'" target="_blank"></a>'); }); </script></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_1 et_section_regular" > <div class="et_pb_row et_pb_row_1"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_1 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_0 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Our vision</h2> <p>We’re building a culture of innovation to ensure UNHCR can responsibly and creatively take advantage of big data analytics, AI, intelligent automation, and other exponential technologies to further our mandate.</p></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_2 grey et_section_regular" > <div class="et_pb_row et_pb_row_2"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_2 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_1 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Our approach</h2> <p>The industry of new information and communication technologies is rapidly advancing, but is still nascent in many areas, and not yet fully tested in society. The humanitarian sector faces a challenge of how to adopt nascent technologies while exploring how to use them to support the delivery of the UNHCR protection mandate in a way that complies with UN policies, human-rights based approaches, and humanitarian and ethical standards.</p> <p>UNHCR’s Data Innovation programme is inspired and in support of creating evidence for the advancement of the <span><a href="https://www.un.org/en/content/digital-cooperation-roadmap/">UN Secretary General Digital Roadmap,</a></span> the <span><a href="https://www.un.org/en/content/datastrategy/images/pdf/UN_SG_Data-Strategy.pdf">UN Secretary General Data Strategy 2020-2022</a></span> and the<span><a href="https://www.unhcr.org/5dc2e4734.pdf"> UNHCR Data Transformation Strategy 2020-2025</a></span>.</p> <p>This programme works to innovate, experiment and leverage data in new and creative ways to improve UNHCR’s work and the lives of the people it serves. Innovative solutions include ethics and human rights-based approaches, responsible data practices, evidence-based humanitarian decision making, and privacy-enhancing technologies that can shape the future of the humanitarian sector.</p></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_3 blue et_section_regular" > <div class="et_pb_row et_pb_row_3"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_3 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_2 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Data Innovation Fund</h2> <p>The Data Innovation Fund provides targeted financial and technical support to colleagues in UNHCR who are interested in exploring innovation methodologies in combination with data science and other non-traditional analysis techniques, or exploring emerging technologies to perform data analysis in more creative ways.<span> </span></p></div> </div><div class="et_pb_button_module_wrapper et_pb_button_0_wrapper et_pb_module "> <a class="et_pb_button et_pb_button_0 et_pb_bg_layout_light" href="https://www.unhcr.org/innovation/data-innovation-fund/" target="_blank" data-icon="$">Learn more about the Fund</a> </div> </div> </div><div class="et_pb_row et_pb_row_4"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_4 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_video et_pb_video_0"> <div class="et_pb_video_box"><iframe loading="lazy" title="UNHCR Data Innovation Fund" width="1080" height="608" src="https://www.youtube.com/embed/CYg74PXT8u4?feature=oembed" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_4 grey et_section_regular" > <div class="et_pb_row et_pb_row_5"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_5 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_3 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>The Data Innovation Roadmap</h2> <p><span style="font-weight: 400;">The Data Innovation Programme nurtures innovative, ethical approaches to data and emerging technology using the Data Innovation Roadmap. The Roadmap is a bespoke practical guide through the process of data innovation in humanitarian contexts, ensuring a rigorous engagement with data science, data engineering, and innovation methodologies.</span></p> <p><span style="font-weight: 400;">Through both a visual map and a guiding document, it lays out the different stages that data innovation initiatives should go through – scoping, research and development, production, and scale – and the tools, methodologies, and deliverables required to advance from one stage to the next. You can explore the Roadmap here:</span></p></div> </div> </div> </div><div class="et_pb_row et_pb_row_6"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_6 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_0 et_pb_has_overlay"> <a href="https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image.png" class="et_pb_lightbox_image" title=""><span class="et_pb_image_wrap "><img fetchpriority="high" decoding="async" width="3781" height="1774" src="https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image.png" alt="" title="UNHCR-Data-Innovation-Roadmap-image" srcset="https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image.png 3781w, https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image-1280x601.png 1280w, https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image-980x460.png 980w, https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap-image-480x225.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 3781px, 100vw" class="wp-image-42181" /><span class="et_overlay et_pb_inline_icon" data-icon="T"></span></span></a> </div> </div> </div><div class="et_pb_row et_pb_row_7"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_7 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_button_module_wrapper et_pb_button_1_wrapper et_pb_button_alignment_left et_pb_module " data-background-layout="dark" data-background-layout-hover="light"> <a class="et_pb_button et_pb_button_1 et_pb_bg_layout_dark" href="https://www.unhcr.org/innovation/wp-content/uploads/2024/02/UNHCR-Data-Innovation-Roadmap.pdf" target="_blank">Download the Data Innovation Roadmap</a> </div> </div> </div> </div><div class="et_pb_section et_pb_section_5 blue et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_8"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_8 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_4 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Our past projects</h2> <p>The Innovation Service’s work on big data and artificial intelligence takes many forms, including support and services to UNHCR operations, training on bias ethics and a human-rights based approach, partnering with non-traditional actors to explore creative approaches, and holistic support to nurture pilots breaking new ground. Here’s a glimpse into some of this work:</p></div> </div><div class="et_pb_module et_pb_code et_pb_code_1"> <div class="et_pb_code_inner"> <link rel="stylesheet" href="https://unpkg.com/swiper/swiper-bundle.min.css"> <script src="https://unpkg.com/swiper/swiper-bundle.min.js"></script> <script type="text/javascript"> $.ajax({ // Replace page id at the end of the url below: "../pages/xxx" // with the current page ID in the address bar, it's in this format: "post.php?post=xxx" // Add your articles using the Publications custom field at the bottom of this page editing screen url: "https://www.unhcr.org/innovation/wp-json/wp/v2/posts?categories=749", // url: "json/data.json", type: "GET", success: data => { // publications var articleslist = data.reverse(); articleslist.forEach(i => { $(".projects .swiper-wrapper").append('<div class="swiper-slide single-article-thumb" style="width:340px;"><a href="' + i.link + '" target="_blank"><div class="thumb-cover"><div><h4 style="font-size: 24px; line-height:26px">' + i.title.rendered + '</h4>' + i.excerpt.rendered + '</div><h5>View project</h5></div></a>'); }); } }).done(function() { // start slider var swiper = new Swiper('.swiper-container.projects', { spaceBetween: 30, breakpoints: { 640: { slidesPerView: 1, spaceBetween: 30, grid: { rows: 2, }, slidesPerColumn:2, slidesPerGroup:1, slidesPerColumnFill:"row", }, 768: { slidesPerView: 2, spaceBetween: 30, grid: { rows: 2, }, slidesPerColumn:2, slidesPerGroup:2, slidesPerColumnFill:"row", }, 960: { slidesPerView: 2, spaceBetween: 30, grid: { rows: 2, }, slidesPerColumn:2, slidesPerGroup:2, slidesPerColumnFill:"row", }, 1200: { slidesPerView: 2, spaceBetween: 30, grid: { rows: 2, }, slidesPerColumn:2, slidesPerGroup:2, slidesPerColumnFill:"row", }, 1500: { slidesPerView: 2, spaceBetween: 30, grid: { rows: 2, }, slidesPerColumn:2, slidesPerGroup:2, slidesPerColumnFill:"row", }, }, navigation: { nextEl: '.noft.swiper-button-next', prevEl: '.noft.swiper-button-prev', }, }); // end slider }); </script>  <div class="swiper-container projects swipergrid"> <div class="swiper-wrapper left-slider"> </div>   <div class="noft swiper-button-next"></div> <div class="noft swiper-button-prev"></div> </div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_6 grey et_section_regular" > <div class="et_pb_row et_pb_row_9"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_9 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_5 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Stories<span> </span></h2> <p>The Innovation Service’s Data Innovation team uses narratives and stories to bring insight and learnings into its work, collaboration alongside colleagues and refugees and how the team imagines the future of data in the humanitarian sector. You can find our latest articles here.</p> <p><script type="text/javascript"> fetch("https://api.rss2json.com/v1/api.json?rss_url=https://medium.com/feed/unhcr-innovation-service/tagged/data").then((res) => res.json()).then((data) => { const res = data.items; var posts = res.filter(item => item.categories.length > 0); function toText(node) { let tag = document.createElement("div"); tag.innerHTML = node; node = tag.innerText; return node; } function shortenText(text,startingPoint ,maxLength) { return text.length > maxLength? text.slice(startingPoint, maxLength): text; } let output = ""; posts.slice(0, 4).forEach((item) => { let itemHTML = document.createElement("div"); itemHTML.innerHTML = item.description; let firstImage = itemHTML.getElementsByTagName("img")[0]; let firstImageSrc = (firstImage) ? firstImage.src : ""; output += `<li class="blog_post" style="background:url(${firstImageSrc}) no-repeat center; background-size:cover;"><a href="${item.link}" target="_blank"><div class="blog-content"><div class="blog_preview"><h4 class="blog-title">${item.title}</h4></div><div class="blog-info"> <span class="blog-author">${item.author}</span></div></div></a></li>` }) document.querySelector(".medium-posts").innerHTML = output; }); </script> <div id="blog" class="blog"> <ul class="medium-posts"> Loading Posts </ul> </div></div> </div><div class="et_pb_button_module_wrapper et_pb_button_2_wrapper et_pb_button_alignment_left et_pb_module "> <a class="et_pb_button et_pb_button_2 et_hover_enabled et_pb_bg_layout_dark" href="https://medium.com/unhcr-innovation-service/tagged/data" target="_blank">Read all</a> </div> </div> </div> </div><div class="et_pb_section et_pb_section_7 et_section_regular" > <div class="et_pb_row et_pb_row_10"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_10 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_6 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Research<span> </span>and publications</h2> <p>A collection of research, insights, and publications from at the crossroads of data innovation and humanitarian response to learn how UNHCR navigates challenges and is thinking about the role of data innovation in its work with refugee communities.<span style="color: inherit; font-size: 19px;"> </span></p></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_8 et_pb_with_background et_pb_fullwidth_section et_section_regular" > <div class="et_pb_module et_pb_fullwidth_code et_pb_fullwidth_code_0"> <div class="et_pb_code_inner"> <link rel="stylesheet" href="https://unpkg.com/swiper/swiper-bundle.min.css"> <script src="https://unpkg.com/swiper/swiper-bundle.min.js"></script> <script type="text/javascript"> $.ajax({ // Replace page id at the end of the url below: "../pages/xxx" // with the current page ID in the address bar, it's in this format: "post.php?post=xxx" // Add your articles using the Publications custom field at the bottom of this page editing screen url: "https://www.unhcr.org/innovation/wp-json/wp/v2/pages/34843", // url: "json/data.json", type: "GET", success: data => { // publications var articleslistw = data.acf.articles; articleslistw.forEach(i => { $(".publications.resources .swiper-wrapper").append('<div class="swiper-slide single-article-thumb" style="height:500px; width:340px;"><a href="' + i.link + '" target="_blank"><div class="thumb-cover"><h3>' + i.title + '</h3><p>' + i.excerpt + '</p> <span>View resource</span></div></a>'); }); } }).done(function() { // start slider var swiper = new Swiper('.swiper-container.publications.resources', { slidesPerView: "auto", spaceBetween: 30, centerInsufficientSlides: true, slidesOffsetBefore: 25, slidesOffsetAfter: 10, pagination: { el: '.swiper-pagination', clickable: true, }, navigation: { nextEl: '.noft.swiper-button-next', prevEl: '.noft.swiper-button-prev', }, }); // end slider }); </script>  <div class="swiper-container publications resources"> <div class="swiper-wrapper left-slider"> </div>   <div class="noft swiper-button-next"></div> <div class="noft swiper-button-prev"></div> </div></div> </div> </div><div class="et_pb_section et_pb_section_9 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_11"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_11 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_7 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h3>Technical guidance</h3> <p>Key technical resources to support UNHCR’s data and artificial intelligence work, from the practical “how-tos” to due diligence, technical guidance, and policy.</p></div> </div> </div> </div><div class="et_pb_row et_pb_row_12 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_12 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_code et_pb_code_2"> <div class="et_pb_code_inner"> <link rel="stylesheet" href="https://unpkg.com/swiper/swiper-bundle.min.css"> <script src="https://unpkg.com/swiper/swiper-bundle.min.js"></script> <script type="text/javascript"> $.ajax({ // Replace page id at the end of the url below: "../pages/xxx" // with the current page ID in the address bar, it's in this format: "post.php?post=xxx" // Add your articles using the Publications custom field at the bottom of this page editing screen url: "https://www.unhcr.org/innovation/wp-json/wp/v2/pages/34843", // url: "json/data.json", type: "GET", success: data => { // publications var articleslistx = data.acf.additional_resources; articleslistx.forEach(i => { $(".publications.additionalandtechswiper .swiper-wrapper").append('<div class="swiper-slide single-article-thumb" style="height:500px; width:340px;"><a href="' + i.link + '" target="_blank"><div class="thumb-cover"><h3>' + i.title + '</h3><p>' + i.excerpt + '</p> <span>View resource</span></div></a>'); }); } }).done(function() { // start slider var additionalandtechswiper = new Swiper('.swiper-container.publications.additionalandtechswiper', { slidesPerView: "auto", spaceBetween: 30, centerInsufficientSlides: true, slidesOffsetBefore: 25, slidesOffsetAfter: 10, pagination: { el: '.swiper-pagination', clickable: true, }, navigation: { nextEl: '.additionalandtechswiper.noft.swiper-button-next', prevEl: '.additionalandtechswiper.noft.swiper-button-prev', }, }); // end slider }); </script>  <div class="swiper-container publications additionalandtechswiper" style="overflow-x:hidden"> <div class="swiper-wrapper left-slider"> </div>   <div class="noft additionalandtechswiper swiper-button-next"></div> <div class="noft additionalandtechswiper swiper-button-prev"></div> </div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_10 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_13"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_13 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_8 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h3>Additional resources</h3> <p>Further resources to inform UNHCR’s Data Innovation work.</p></div> </div> </div> </div><div class="et_pb_row et_pb_row_14 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_14 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_code et_pb_code_3"> <div class="et_pb_code_inner"> <link rel="stylesheet" href="https://unpkg.com/swiper/swiper-bundle.min.css"> <script src="https://unpkg.com/swiper/swiper-bundle.min.js"></script> <script type="text/javascript"> $.ajax({ // Replace page id at the end of the url below: "../pages/xxx" // with the current page ID in the address bar, it's in this format: "post.php?post=xxx" // Add your articles using the Publications custom field at the bottom of this page editing screen url: "https://www.unhcr.org/innovation/wp-json/wp/v2/pages/34843", // url: "json/data.json", type: "GET", success: data => { // publications var articleslisty = data.acf.additional_resources_secondary; articleslisty.forEach(i => { $(".publications.additionalswipery .swiper-wrapper").append('<div class="swiper-slide single-article-thumb" style="height:500px; width:340px;"><a href="' + i.link + '" target="_blank"><div class="thumb-cover"><h3>' + i.title + '</h3><p>' + i.excerpt + '</p> <span>View resource</span></div></a>'); }); } }).done(function() { // start slider var additionalswiperswipery = new Swiper('.swiper-container.publications.additionalswipery', { slidesPerView: "auto", spaceBetween: 30, centerInsufficientSlides: true, slidesOffsetBefore: 25, slidesOffsetAfter: 10, pagination: { el: '.swiper-pagination', clickable: true, }, navigation: { nextEl: '.additionalswipery.noft.swiper-button-next', prevEl: '.additionalswipery.noft.swiper-button-prev', }, }); // end slider }); </script>  <div class="swiper-container publications additionalswipery" style="overflow-x:hidden"> <div class="swiper-wrapper left-slider"> </div>   <div class="noft additionalswipery swiper-button-next"></div> <div class="noft additionalswipery swiper-button-prev"></div> </div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_11 et_section_regular" > <div class="et_pb_row et_pb_row_15"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_15 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_9 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2><span>FAQs</span></h2> <p>A list of some of our most frequently asked questions on the Innovation Service’s data and artificial intelligence work.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_0 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">What is UNHCR Innovation Service’s Data Innovation work focused on?</h5> <div class="et_pb_toggle_content clearfix">Our work is focused on improving and innovating UNHCR’s capacity to collect, analyse and visualise data for strengthening its programme and protection-related work, aiming for the delivery of the UNHCR protection mandate in a way that complies with UN policies, human-rights based approaches, and humanitarian and ethical principles.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_1 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">How is the Innovation Service’s work different from UNHCR’s Global Data Service (GDS) and/or the Joint World Bank-UNHCR Data Center (JDC)</h5> <div class="et_pb_toggle_content clearfix">Our role is to foster and mainstream data innovation within UNHCR with a responsible and human-rights based data approach and to help UNHCR achieve the <span><a href="https://www.unhcr.org/5dc2e4734.pdf">data transformation strategy’s </a></span>innovation-related work. The Innovation Service contributes to the UNHCR-WB Joint Data Centre in sharing research insights, particularly on predictive analytics and other big data/AI-research based projects.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_2 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">Why are big data and artificial intelligence relevant to the UN Refugee Agency?</h5> <div class="et_pb_toggle_content clearfix">Part of UNHCR’s vision of becoming a trusted leader in data and information relating to refugees and affected populations requires understanding, co-designing, building, launching and maintaining projects that utilize either big data or AI. These technologies will be fundamental to an agile and innovative organisation that will be more prepared to anticipate and respond to the crises of tomorrow.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_3 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">Does the Innovation Service collaborate with partners on big data and AI?</h5> <div class="et_pb_toggle_content clearfix">Yes, we have worked with many partners, such as academia, the nonprofit sector, collaborative platforms, governments, the private sector, other UN agencies and persons of concern. Our recent collaborations include:<span></span></p> <ul> <li><strong>Academia:</strong> University of Essex Human Rights, big data and Technology <span><a href="https://www.hrbdt.ac.uk/">(HRBDT) initiative</a></span>, University of Brunel (<span><a href="https://hidalgo-project.eu/">Hidalgo Project on Computer Simulation in refugee settings</a></span>)</li> <li><strong>Non-profit sector: </strong>Danish Refugee Council (DRC)-IBM <span><a href="https://centre.humdata.org/reviewing-the-danish-refugee-councils-foresight-model/">collaboration on predictive analytics </a></span></li> <li><strong>Collaborative platforms</strong>: such as <span><a href="https://omdena.com/application-form-organizations/">Omdena Foundation</a></span>, <span><a href="https://rladies.org/ecuador-rladies/">R-Ladies Ecuador</a></span>,</li> <li><strong>Government collaborations:</strong> DFID Data Science Teams in humanitarian sector working group</li> <li><strong>Private sector:</strong> <span><a href="https://www.gsma.com/betterfuture/aiforimpact">GSMA AI for Impact</a></span> Advisory panel</li> <li><strong>Other UN agencies: </strong>UN Inter-agency working group on artificial intelligence <span><a href="https://unsceb.org/topics/artificial-intelligence">(IAWG-AI), </a></span>UNHCR-World Bank <span><a href="https://www.jointdatacenter.org/who-we-are/#structure">Joint Data Centre (JDC) Advisory Council, </a><a href="https://www.unglobalpulse.org/">UN Global Pulse</a></span>, OCHA Predictive Analytics team, H<span><a href="https://www.hum-dseg.org/">umanitarian Data Science & Ethics Group (DSEG</a></span>), <span><a href="https://aiforgood.itu.int/united-nations/">ITU Artificial Intelligence for Good Summit</a></span>.</li> <li><strong>Persons of concern: </strong>Refugees, stateless persons, asylum seekers and internally displaced people have helped us to design projects or to adapt them according to their feedback.</li> </ul></div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_4 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">How can we collaborate, engage or know more about this area of work?</h5> <div class="et_pb_toggle_content clearfix">Collaboration with the Innovation Service’s Data Innovation can take many forms, including research in data-related work, designing webinars and knowledge sharing, providing scoping for challenge identification, mainstreaming innovation methodologies in data-related work and strengthening a human-rights based approach to humanitarian innovation work.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_5 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">What types of technologies have you worked with? </h5> <div class="et_pb_toggle_content clearfix">Everything and anything: we either build our own computer programme tools from open source repositories and packages, or we test commercial off-the-shelf tools and solutions. We are technology agnostic, and only use technology when it is appropriate and adapted to the humanitarian context and abides with data protection, data responsibility, ethics and human-rights based approaches. This entails a wide range of technologies, from radio to satellites, techniques, preliminary analysis and scenario building.</div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_6 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">What are some options for qualitative data analysis or text analysis? What tools do you recommend?</h5> <div class="et_pb_toggle_content clearfix">In our projects section, the project “<a href="https://www.unhcr.org/innovation/wp-content/uploads/2017/09/FINAL-White-Paper.pdf">Text analytics for improved protection</a>” describes some of the methodologies, techniques and other partners’ projects in relation to text analytics, including social media and other formats of text for humanitarian/displacement analysis. There are many different open source and off-the-shelf commercial tools that allow  exploration of the different research questions (what you want to obtain from the data) and methodologies and techniques (e.g. topics modelling, natural language processing, NLP) to be able to process and make sense out of it. We recommend getting familiar with the  following links for a brief introduction to text analysis, and to understand how to make sense out of your data, prior to recommending a specific tool: <a href="https://monkeylearn.com/text-analysis/">Link 1</a>, <a href="https://towardsdatascience.com/tagged/text-analysis">Link 2</a>, <a href="https://towardsdatascience.com/a-guide-text-analysis-text-analytics-text-mining-f62df7b78747">Link 3</a></div> </div><div class="et_pb_module et_pb_toggle et_pb_toggle_7 et_pb_toggle_item et_pb_toggle_close"> <h5 class="et_pb_toggle_title">What if I have other questions I need answered?</h5> <div class="et_pb_toggle_content clearfix">Please get in touch at <a href="/cdn-cgi/l/email-protection#09606767667f687d606667497c67616a7b27667b6e"><span class="__cf_email__" data-cfemail="9bf2f5f5f4edfaeff2f4f5dbeef5f3f8e9b5f4e9fc">[email protected]</span></a> with any questions or ideas.</div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_12 grey et_section_regular" > <div class="et_pb_row et_pb_row_16"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_16 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_10 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Contact</h2> <p>Are you working on big data, artificial intelligence and other exponential technologies and displacement or related human-rights or ethics work, and you have interesting perspectives to share? Do you have questions or want to support our work? Get in touch at <span><a href="/cdn-cgi/l/email-protection#b5dcdbdbdac3d4c1dcdadbf5c0dbddd6c79bdac7d2"><span class="__cf_email__" data-cfemail="1d747373726b7c697472735d6873757e6f33726f7a">[email protected]</span></a></span></div> </div> </div> </div> </div> </div> </div> </div> </article> </div> <span class="et_pb_scroll_top et-pb-icon"></span> <footer id="main-footer"> <div class="container-fluid"> <div class="row"> <div class="col"> <a href="https://www.unhcr.org/innovation/"><img src="https://www.unhcr.org/innovation/wp-content/themes/innovation2018/images/unhcr-footer-logo.png" class="footer-logo" alt="UNHCR Innovation logo"/></a> </div> <div class="col footer-links"> <h2>Connect with us</h2> <a href="https://www.unhcr.org/innovation/contact-us"><img src="https://www.unhcr.org/innovation/wp-content/themes/innovation2018/images/email.svg" alt="Email icon"/></a>  <a href="https://twitter.com/unhcrinnovation" target="_blank"><img src="https://www.unhcr.org/innovation/wp-content/themes/innovation2018/images/twitter-alt.svg" alt="Twitter icon"/></a> </a> </div> </div> </div> <div id="footer-bottom"> <div style="clear: both; padding-top: 20px; "> <div id="footer-info">© 2024 UNHCR. 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