{"id":15605,"date":"2023-12-13T18:24:34","date_gmt":"2023-12-13T17:24:34","guid":{"rendered":"https:\/\/www.curebot.fr\/blog\/le-clustering-the-new-functionality-of-the-watch-platform-curebot-15075\/"},"modified":"2026-03-30T19:51:58","modified_gmt":"2026-03-30T17:51:58","slug":"clustering-the-new-functionality-of-the-watch-platform-curebot","status":"publish","type":"post","link":"https:\/\/www.curebot.fr\/en\/blog\/clustering-the-new-functionality-of-the-watch-platform-curebot\/","title":{"rendered":"Clustering: a new feature of the Curebot monitoring platform"},"content":{"rendered":"\n<p>Market watchers are tasked with collecting a vast amount of information and analyzing it to extract useful <em>insights<\/em> for their company.<\/p>\n\n<p>To help users of our intelligence platform find the nuggets in their<a href=\"https:\/\/www.curebot.fr\/blog\/7-raisons-dadopter-curebot-pour-vos-demarches-de-veille-collaborative\/\"> information streams<\/a>, we are working on several approaches to improve the efficiency of intelligence processes and reduce the time needed to scour each informational territory. In this way, intelligence teams working on complex projects involving large bodies of resources can devote more time to analyzing, producing and disseminating information.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-un-moteur-de-clusterisation-pour-naviguer-dans-une-grande-quantite-de-donnees\">A clustering engine for navigating large amounts of data.<\/h2>\n\n<p>The Curebot intelligence platform offers a clustering solution to automatically sort the information collected, enabling users to identify emerging trends in their field of activity.<br\/><br\/>The principle of clustering is to find similarities between information, using algorithms to group it into relevant clusters. Clustering offers an essential advantage for an intelligence analyst, enabling structured analysis and facilitating the understanding and interpretation of information flows. With this in mind, we&#8217;ve integrated an interactive Voronoi diagram displaying the results, so you can browse through resources on the same subject with just a few clicks.<\/p>\n\n<p>This feature is a real asset when it comes to tracking industry trends, technological innovations and consumer preferences&#8230; By using clustering, companies can more easily identify growth opportunities and potential threats.<br\/><\/p>\n\n<h3 class=\"wp-block-heading\">Detect weak signals.<\/h3>\n\n<p>Informational nuggets may be hidden in resources that have not been clustered. These may present important weak signals. Indeed, clustering enables resources to be identified and brought together around their convergences. When a weak signal appears, few resources exist around it, and there&#8217;s a risk that they won&#8217;t be clustered. It was therefore essential to provide you with access to information that might be of interest to you.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-1024x576.png\" alt=\"Curebot monitoring platform cluster\" class=\"wp-image-15077\" srcset=\"https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-1024x576.png 1024w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-300x169.png 300w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-768x432.png 768w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-1536x864.png 1536w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-133x75.png 133w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-1200x675.png 1200w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot-480x270.png 480w, https:\/\/www.curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Cluster-Curebot.png 1920w\" sizes=\"auto, (max-width:767px) 480px, (max-width:1024px) 100vw, 1024px\" \/><\/figure>\n\n<h2 class=\"wp-block-heading\" id=\"h-une-experience-de-clustering-sur-mesure-et-controlee\"><strong>A customized, controlled clustering experience.<\/strong><\/h2>\n\n<p>This new feature analyzes a wide range of resources: an invaluable tool for watchmakers. Nevertheless, as with all automatic processing techniques, it&#8217;s important to understand how the algorithms process your information.<\/p>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>&#8220;We adopt an ethical posture and pursue the goal of protecting you from the biases of artificial intelligence. We want to guarantee that you will be able to understand, control and choose the flows and actions that take place in Curebot.&#8221;<\/em><\/p>\n<cite>EspritsCollaboratifs<\/cite><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Market watchers are tasked with collecting a vast amount of<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":27,"featured_media":16900,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[269],"tags":[],"class_list":["post-15605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-curebot-mandatory"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Curebot intelligence platform: new clustering functionality<\/title>\n<meta name=\"description\" content=\"Discover resource clustering to assemble information flows more efficiently in our Curebot intelligence platform.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.curebot.fr\/en\/blog\/clustering-the-new-functionality-of-the-watch-platform-curebot\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Clustering: a new feature of the Curebot monitoring platform\" \/>\n<meta property=\"og:description\" content=\"Discover resource clustering to assemble information flows more efficiently in our Curebot intelligence platform.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.curebot.fr\/en\/blog\/clustering-the-new-functionality-of-the-watch-platform-curebot\/\" \/>\n<meta property=\"og:site_name\" content=\"Curebot\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.linkedin.com\/company\/espritscollaboratifs\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-13T17:24:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-30T17:51:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/curebot.fr\/EspritSite\/wp-content\/uploads\/2023\/12\/Nouveaute-Clustering-de-ressources-1024x576.png\" \/>\n<meta name=\"author\" content=\"Nicolas Dudek\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"Discover resource clustering to assemble information flows more efficiently in our Curebot intelligence platform.\" \/>\n<meta name=\"twitter:creator\" content=\"@Curebot_io\" \/>\n<meta name=\"twitter:site\" content=\"@Curebot_io\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nicolas Dudek\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta 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