{"id":47,"date":"2025-09-23T17:13:35","date_gmt":"2025-09-23T17:13:35","guid":{"rendered":"https:\/\/alandix.com\/ai4hci\/?page_id=47"},"modified":"2025-12-23T14:29:19","modified_gmt":"2025-12-23T14:29:19","slug":"chap3","status":"publish","type":"page","link":"https:\/\/alandix.com\/ai4hci\/chapters\/chap3\/","title":{"rendered":"Chapter 3 \u2013 User Interfaces for AI-Rich Systems"},"content":{"rendered":"<div class=\"embedurl\" data-url=\"https:\/\/alandix.com\/books\/ai4hci\/content\/chaps\/chap-3.html\" ><!--  Chapter 3 User Interfaces for AI-Rich Systems  -->\n\n<script>\nvar chapnos = 3;\nvar json_url = false;\n<\/script>\n\n\n\n\n\t<object style=\"width:100%; aspect-ratio: 10 \/ 7;\" type=\"application\/pdf\" data=\"https:\/\/alandix.com\/books\/ai4hci\/content\/slides-pdf\/AI4HCI-3.pdf\"><\/object>\n\t<p> Download <a href=\"https:\/\/alandix.com\/books\/ai4hci\/content\/slides-pptx\/AI4HCI-3.pptx\" download>chapter slides<\/a><\/p>\n\n\n<h3> Contents <\/h3>\n<div class=\"toc\">\n<dl>\n<dt>3.1&nbsp;&nbsp;Introduction<\/dt>\n<dt>3.2&nbsp;&nbsp;Explicit Digital Interactions<\/dt>\n<dt>3.3&nbsp;&nbsp;Managing Automation<\/dt>\n<dt>3.4&nbsp;&nbsp;Activity and Context Recognition<\/dt><dd><dl>\n<dt>3.4.1&nbsp;&nbsp;Types of sensors<\/dt>\n<dt>3.4.2&nbsp;&nbsp;Processing sensor data<\/dt>\n<\/dl><\/dd>\n<dt>3.5&nbsp;&nbsp;Low-Intention Interaction<\/dt><dd><dl>\n<dt>3.5.1&nbsp;&nbsp;Designing for Low-Intention Interaction<\/dt>\n<dt>3.5.2&nbsp;&nbsp;Dealing with Uncertainty<\/dt>\n<dt>3.5.3&nbsp;&nbsp;Case study: The internet-enabled cafe open sign<\/dt>\n<\/dl><\/dd>\n<dt>3.6&nbsp;&nbsp;Evaluating AI-Rich Systems<\/dt>\n<dt>3.7&nbsp;&nbsp;Key Points<\/dt>\n<\/dl><\/div>\n\n\n<h3> Glossary items referenced in this chapter <\/h3>\n<div class=\"toc\">\n<a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/activity%20recognition%20api\">activity recognition API<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/calm%20technology\">calm technology<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/data-rich%20methods\">data-rich methods<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/eclass\">eClass<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/error%20bars\">error bars<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/expert%20interviews\">expert interviews<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/eye%20dwell%20time\">eye dwell time<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/eye%20gaze\">eye gaze<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/forward%20error%20recovery\">forward error recovery<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/free%20riders\">free riders<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/gamification\">gamification<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/human%20activity%20recognition\">human activity recognition<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/intention%20continuum\">intention continuum<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/learning%20analytics\">learning analytics<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/lower-dimensional\">lower-dimensional<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/multi-fractal%20analysis\">multi-fractal analysis<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/observation\">observation<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/pepys\">PEPYS<\/a>, <strong><a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/privacy-acceptable%20data%20streams\">privacy-acceptable data streams<\/a><\/strong>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/rule-based%20methods\">rule-based methods<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/security\">security<\/a>, <strong><a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/sensed%20task\">sensed task<\/a><\/strong>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/sensor%20data\">sensor data<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/shneiderman%27s%20golden%20rules\">Shneiderman&#039;s golden rules<\/a>, <strong><a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/supported%20task\">supported task<\/a><\/strong>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/task%20inference\">task inference<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/task%20model\">task model<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/ubiquitous%20computing\">ubiquitous computing<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/vision-based%20recognition\">vision-based recognition<\/a>, <a href=\"https:\/\/alandix.com\/glossary\/ai4hci\/visualisations\">visualisations<\/a><\/div>\n\n\n<!-- ?php\n\tif ( @$page['prolog_examples'] ):\n?>\n<h3> Prolog examples (from 1st ed.) <\/h3>\n<!-- ?php\n\techo $page['prolog_examples'];\n?>\n<!-- ?php\n\tendif; \/\/ @$page['prolog_examples']\n? -->\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":40,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-47","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/pages\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/comments?post=47"}],"version-history":[{"count":5,"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/pages\/47\/revisions"}],"predecessor-version":[{"id":101,"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/pages\/47\/revisions\/101"}],"up":[{"embeddable":true,"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/pages\/40"}],"wp:attachment":[{"href":"https:\/\/alandix.com\/ai4hci\/wp-json\/wp\/v2\/media?parent=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}