{"id":32,"date":"2021-04-03T16:24:33","date_gmt":"2021-04-03T16:24:33","guid":{"rendered":"https:\/\/aitoolkit.test\/guideline\/learn-from-user-behavior\/"},"modified":"2023-05-24T19:51:16","modified_gmt":"2023-05-25T02:51:16","slug":"learn-from-user-behavior","status":"publish","type":"guideline","link":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/guideline\/learn-from-user-behavior\/","title":{"rendered":"Learn from user&nbsp;behavior"},"content":{"rendered":"<div class=\"toolkit-heading-with-image-block\">\n\t\n\n<h2 class=\"wp-block-heading\">Guideline 13: Learn from user behavior <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"10\" src=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-1024x10.png\" alt=\"green header bar\" class=\"wp-image-8814\" srcset=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-1024x10.png 1024w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-300x3.png 300w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-768x7.png 768w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-1536x14.png 1536w, https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2023\/05\/green-header-bar-1536x14-5-23-2048x19.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading h4\" id=\"do\">Personalize the user\u2019s experience by learning from their actions over time.<\/h2>\n\n\n\n<p>Use signals from the user to help the AI system learn, improve, or personalize its services over time. For example, an AI-powered writing assistant that can learn a user\u2019s preferred writing style and adapt its assistance may be preferable to one that recommends unsuitable content that the user has repeatedly dismissed or ignored. &nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Personalize the user\u2019s experience by learning from their actions over time.<\/p>\n","protected":false},"menu_order":13,"template":"","meta":{"toolkit_pattern_number":"","ep_exclude_from_search":false,"footnotes":""},"application-type":[68,61,57,96,60,99,56,55,69,29,58,30,59],"goal":[120],"guideline-term":[15],"product-category":[71,70,23,64,62,26,66,28,65,31,32,63],"class_list":["post-32","guideline","type-guideline","status-publish","hentry","application-type-classification","application-type-facial-recognition","application-type-filtering-and-ranking","application-type-gen-ai","application-type-image-recognition","application-type-llm","application-type-natural-language-processing-text","application-type-natural-language-processing-voice","application-type-prediction","application-type-recommendation","application-type-route-planning","application-type-search","application-type-text-generation","goal-personalization","guideline-term-learn-from-user-behavior","product-category-advertising","product-category-chatbot","product-category-e-commerce","product-category-email","product-category-health-and-wellness","product-category-navigation","product-category-media-entertainment","product-category-productivity","product-category-search-engine","product-category-social-networks","product-category-voice-assistants","product-category-writing-and-editing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Learn from user behavior - Microsoft HAX Toolkit<\/title>\n<meta name=\"description\" content=\"Human-AI Interaction Guideline No. 13: Learn from user behavior. 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