{"id":320,"date":"2020-03-25T07:01:48","date_gmt":"2020-03-25T07:01:48","guid":{"rendered":"https:\/\/persona.qcri.org\/blog\/?p=320"},"modified":"2020-04-24T10:29:23","modified_gmt":"2020-04-24T10:29:23","slug":"explaining-datadriven-personas","status":"publish","type":"post","link":"https:\/\/persona.qcri.org\/blog\/explaining-datadriven-personas\/","title":{"rendered":"Explaining Data-Driven Personas to End Users"},"content":{"rendered":"<figure id=\"attachment_218\" aria-describedby=\"caption-attachment-218\" style=\"width: 1400px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-218\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?resize=1400%2C425&#038;ssl=1\" alt=\"Explaining Data-Driven Personas to End Users\" width=\"1400\" height=\"425\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?w=1400&amp;ssl=1 1400w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?resize=300%2C91&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?resize=768%2C233&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?resize=1024%2C311&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2019\/03\/linkedin_cover.png?resize=1200%2C364&amp;ssl=1 1200w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-218\" class=\"wp-caption-text\"><a href=\"http:\/\/ceur-ws.org\/Vol-2582\/paper1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Explaining Data-Driven Personas to End Users<\/a><\/figcaption><\/figure>\n<p>Enabled by digital user data and algorithms, persona user interfaces (UI) are moving to digital formats. However, algorithms and user data, if left unexplained to end-users, might leave data-driven personas (DDPs) difficult to understand and trust.<\/p>\n<p>This is because the data and the way it is processed are complex and not self-evident, requiring explanations of the DDP information and UIs.<\/p>\n<p>In this research, we provide a proof of concept for adding transparency to DDP using a real system UI.<\/p>\n<p>Furthermore, we demonstrate ways to add breakdown information that can help alleviate user stereotyping associated with the use of personas.<\/p>\n<h3>Read the full article<\/h3>\n<p>Jung, S.G., Salminen, J., and Jansen, B. J. (2020) <a href=\"http:\/\/ceur-ws.org\/Vol-2582\/paper1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Explaining Data Driven Personas to End Users<\/a>. Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020). Cagliari, Italy, 17 March 17.<\/p>\n<h2>Read more about data-driven personas<\/h2>\n<blockquote class=\"wp-embedded-content\" data-secret=\"HMU8zEHtr2\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/\">Got too many personas? This approach can help!<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Got too many personas? This approach can help!&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/embed\/#?secret=dlf8SgdEh7#?secret=HMU8zEHtr2\" data-secret=\"HMU8zEHtr2\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"OE21MSQR7m\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/benefits-of-data-driven-personas\/\">Introduction to Data-Driven Personas<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Introduction to Data-Driven Personas&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/benefits-of-data-driven-personas\/embed\/#?secret=9GRuALmOeI#?secret=OE21MSQR7m\" data-secret=\"OE21MSQR7m\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"7AOVicaruI\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/\">Got too many personas? This approach can help!<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Got too many personas? This approach can help!&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/embed\/#?secret=dlf8SgdEh7#?secret=7AOVicaruI\" data-secret=\"7AOVicaruI\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"8JhOuzakRo\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/\">Got too many personas? This approach can help!<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Got too many personas? This approach can help!&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/embed\/#?secret=dlf8SgdEh7#?secret=8JhOuzakRo\" data-secret=\"8JhOuzakRo\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"0Q0dR4A0ju\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/\">Got too many personas? This approach can help!<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Got too many personas? This approach can help!&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/embed\/#?secret=dlf8SgdEh7#?secret=0Q0dR4A0ju\" data-secret=\"0Q0dR4A0ju\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"47vAgXf0zU\"><p><a href=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/\">Got too many personas? This approach can help!<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Got too many personas? This approach can help!&#8221; &#8212; The Persona Blog\" src=\"https:\/\/persona.qcri.org\/blog\/too-many-personas\/embed\/#?secret=dlf8SgdEh7#?secret=47vAgXf0zU\" data-secret=\"47vAgXf0zU\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Enabled by digital user data and algorithms, persona user interfaces (UI) are moving to digital formats. However, algorithms and user data, if left unexplained to end-users, might leave data-driven personas (DDPs) difficult to understand and trust. This is because the data and the way it is processed are complex and not self-evident, requiring explanations of [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3,4,37,15,2],"tags":[70,23,69],"class_list":["post-320","post","type-post","status-publish","format-standard","hentry","category-data-driven-personas","category-persona-analytics","category-persona-design","category-persona-system","category-personas","tag-explainability","tag-persona-system","tag-transparency"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Explaining Data-Driven Personas to End Users &#8211; The Persona Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/persona.qcri.org\/blog\/explaining-datadriven-personas\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Explaining Data-Driven Personas to End Users &#8211; The Persona Blog\" \/>\n<meta property=\"og:description\" content=\"Enabled by digital user data and algorithms, persona user interfaces (UI) are moving to digital formats. 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