CINXE.COM
Artificial Intelligence and Ethics in Design: Responsible Innovation
<!DOCTYPE html> <html id="PageBody" lang="en-US"> <head id="Head1"><meta http-equiv="X-UA-Compatible" content="IE=edge" /><meta charset="utf-8" /> <!--Disabling responsiveness until we optimize.--> <!--<meta name="viewport" content="width=1200" /> --> <meta name="robots" content="index,follow" /><meta name="viewport" content="width=device-width, initial-scale=1" /> <script type="text/javascript"> var ctx = "/" if (ctx == "/") { ctx = ""; } var doc = document.documentElement; doc.setAttribute('data-useragent', navigator.userAgent); </script> <link href="/Skins/Kendo/kendo-css?v=0fP4kA5Nr4q4JHkoTNu1OOr6i681e3jxafNueoAtKAc1" rel="stylesheet"/> <link href="/Skins/Telerik/telerik-css?v=C_dckLOBUg_8S-OjEQJT26rBiKVHtr2RKoM7Vo77FRw1" rel="stylesheet"/> <link href="/Skins/Telerik/Bootstrap_3/telerikskin-css?v=G9ucxSrkwwaU16NyxpF0znQdsqR_syBDWluD6_cdZcY1" rel="stylesheet"/> <link href="/Skins/font-awesome/css/font-awesome.min.css" rel="stylesheet"/> <link rel="stylesheet" href="/Skins/BE595264052F44E4AFF11048E9BB69B8/css/bootstrap.min.css" /> <link rel="icon" href="/Skins/BE595264052F44E4AFF11048E9BB69B8/images/favicon.ico" type="image/x-icon" /> <script src="/bundle/js?v=pWxG99UeDQjrAb1obIi_l5a2ElyMUjEEeEac8L2uNJ81"></script> <title> Artificial Intelligence and Ethics in Design: Responsible Innovation </title><meta name="description" content="European regulations require that ethics specifications be met when designing artificial intelligence (AI) systems. Ignoring these regulations can result in hefty financial fines. In this program," /><meta name="keywords" content="artificial intelligence, ethical aspects, social aspects of automation, ethics, robotics, machine intelligence, AI, Ethics, Ethical Design, EDP510, European regulations require that ethics" /></head> <body class="canvas"> <form method="post" action="./ContentDetails.aspx?id=E1D1C4EB06C24F549DA3344B46EA02CE" id="Form1"> <div class="aspNetHidden"> <input type="hidden" name="RadScriptManager1_TSM" id="RadScriptManager1_TSM" value="" /> <input type="hidden" name="__EVENTTARGET" id="__EVENTTARGET" value="" /> <input type="hidden" name="__EVENTARGUMENT" id="__EVENTARGUMENT" value="" /> <input type="hidden" name="__VIEWSTATE" id="__VIEWSTATE" value="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" /> </div> <script type="text/javascript"> //<![CDATA[ var theForm = document.forms['Form1']; if (!theForm) { theForm = document.Form1; } function __doPostBack(eventTarget, eventArgument) { if (!theForm.onsubmit || (theForm.onsubmit() != false)) { theForm.__EVENTTARGET.value = eventTarget; theForm.__EVENTARGUMENT.value = eventArgument; theForm.submit(); } } //]]> </script> <script src="/WebResource.axd?d=sO5nsER-pRg0ZuNIQIp3jZn9c8gIhKKDxzNKE7-U8bsC_kmMfMuDEaL3g7Q1VkF4EjHm-mb6SibfiZBQNL6K4Yo5qxE1&t=638628080627334853" type="text/javascript"></script> <script type="text/javascript">var blnAutoSuggest = true;</script><script type="text/javascript">var blnIsMobileDevice = false;</script><script type="text/javascript"> var _gaq = _gaq || []; _gaq.push(['_setAccount', 'UA-125730394-1']); _gaq.push(['_trackPageview']); (function() { var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s); })(); </script> <script src="/Telerik.Web.UI.WebResource.axd?_TSM_HiddenField_=RadScriptManager1_TSM&compress=1&_TSM_CombinedScripts_=%3b%3bSystem.Web.Extensions%2c+Version%3d4.0.0.0%2c+Culture%3dneutral%2c+PublicKeyToken%3d31bf3856ad364e35%3aen-US%3a9b1e5a2f-37b8-41b2-8f9c-4823bd51663f%3aea597d4b%3ab25378d2" type="text/javascript"></script> <div class="aspNetHidden"> <input type="hidden" name="__VIEWSTATEGENERATOR" id="__VIEWSTATEGENERATOR" value="380586C1" /> </div> <script type="text/javascript"> //<![CDATA[ Sys.WebForms.PageRequestManager._initialize('ctl00$RadScriptManager1', 'Form1', [], [], [], 90, 'ctl00'); //]]> </script> <a class="sr-only sr-only-focusable" href="#content" id="skipToMainContent"> Skip to Page Content </a> <header> <div id="pnlTop" class="admin"> <nav class="navbar navbar-inverse navbar-fixed-top" role="navigation" id="top-MetaNav-bar" data-bind="template: { name: 'MetaNav-template'}"></nav> <script type="text/html" id="MetaNav-template"> <div class="container"> <div class="navbar-header"> <a aria-expanded="false" class="pull-left navbar-toggle collapsed" data-toggle="collapse" role="button" data-target="#main-navbar"> <span class="sr-only">Toggle Navigation></span><span class="icon-bar" role="presentation"></span><span class="icon-bar" role="presentation"></span><span class="icon-bar" role="presentation"></span> </a> <a role="button" data-bind="attr:{href:metaNavMenu.lnkCart}" class="navbar-toggle metanav-responsive-shopping-cart"> <span class="fa fa-shopping-cart fa-lg"> <span class="sr-only">Cart</span> <span class="badge" data-bind="text:cartItems"></span> </span> </a> <!--ko if: IsMember --> <a role="button" data-bind="attr:{href:metaNavMenu.lnkSignOut}" class="navbar-toggle metanav-responsive-sign-out"> <span class="fa fa-sign-out fa-lg"> <span class="sr-only">Sign Out</span> </span> </a> <!-- /ko --> </div> <div class="collapse navbar-collapse" id="main-navbar"> <ul class="nav navbar-nav" id="Meta-nav-left"> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkIEEEorg}" class="nav-link">IEEE.org</a> </li> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkxplore}" class="nav-link">IEEE <span class="xplore-text">Xplore</span> Digital Library</a> </li> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkIEEEStandard}" class="nav-link">IEEE Standards</a> </li> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkSpectrum}" class="nav-link">IEEE Spectrum</a> </li> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkMore}" class="nav-link">More Sites</a> </li> </ul> <ul class="nav navbar-nav navbar-right" id="Meta-nav-right"> <!--ko if: IsMember --> <li class="nav-item dropdown"> <a data-bind="text:userName" class="nav-link dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false" id="AccountView"></a> <ul class="dropdown-menu" id="account-menu" role="menu" tabindex="0"> <!-- ko if: AllowCart --> <li role="menuitem" tabindex="-1"><a data-bind="attr:{href:metaNavMenu.lnkMyAccount}">My Account</a></li> <!--ko if: ShowInstitutionalLink--> <li role="menuitem" tabindex="-1"><a data-bind="attr:{href:metaNavMenu.lnkInstitutionalSignIn}">Institutional Sign In</a></li> <!-- /ko --> <!-- /ko --> <li role="menuitem" tabindex="-1"><a data-bind="attr:{href:metaNavMenu.lnkSignOut}" id="lnkSignOut">Sign Out</a></li> </ul> </li> <!-- /ko --> <!-- ko if: AllowCart --> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkCart}" class="nav-link">Cart (<span data-bind="text:cartItems"></span>)</a> </li> <!-- /ko --> <!--ko if: ShowSignInLink--> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkNewAccount}" class="nav-link">Create Account</a> </li> <li class="nav-item"> <a data-bind="attr:{href:metaNavMenu.lnkSignIn}" class="nav-link" id="lnkSignIn">Sign In</a> </li> <!-- /ko --> </ul> </div> </div> </script> </div> <script src='https://www.ieee.org/ieee-mashup/js/common/jquery.cookie.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/common/jquery.json-2.2.min.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/common/postmessage.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/minicart/ieee-mashup-util.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/minicart/ieee-mini-cart-constants.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/common/jquery.ba-jqmq.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/minicart/ieee-minicart-include.js'></script> <script src='https://www.ieee.org/ieee-mashup/js/common/ibpUICommonUtil.js'></script> <script> var objMenu = ""; var MenuModel = {}; $.getJSON('/Menus/MetaNav/PopulateMenuData', function (data) { objMenu = data.metaNavMenu; MenuModel = ko.mapping.fromJS(data); ko.applyBindings(MenuModel, $('#top-MetaNav-bar')[0]); // IEEE-94 if (data.externalLogout) { $.post('/Menus/MetaNav/RemoveSessionsAndLogout', function (result) { document.cookie = encodeURIComponent("_l_n_u") + "=" + encodeURIComponent(MenuModel.metaNavMenu.lnkSignOutReturnURL()) + ";-1;domain=.ieee.org;path=/"; $.ajax({ url: MenuModel.metaNavMenu.lnkSignOut(), type: "GET", dataType: "jsonp", }).always(function (result) { window.location.href = MenuModel.metaNavMenu.lnkSignOut2(); }); }); } $('#lnkSignIn').click(function (e) { e.preventDefault(); $.ajax({ type: 'GET', url: objMenu.lnkAuthenticationApi, dataType: 'json', crossDomain: true, xhrFields: { withCredentials: true }, success: function (result) { var strResult = JSON.stringify(result); var strMemberInfo = JSON.stringify(result.userProfile.member) if (strMemberInfo != null) { $.post('/Menus/MetaNav/SaveSessionAndPopulateMenuData', { data: strResult }, function (objdata) { objdata = JSON.parse(objdata); ko.mapping.fromJS(objdata, MenuModel); }); } else { var signInUrl = MenuModel.metaNavMenu.lnkSignIn(); var path = window.parent.location.pathname.toLocaleLowerCase(); var host = window.parent.location.hostname; if (path.indexOf("public") > -1) { if (path.indexOf("trainingcatalog") == -1) { signInUrl += encodeURI("&returnURL=https://" + host + path.replace("/public", "") + location.search); } } window.location.href = signInUrl; //window.location.href = MenuModel.metaNavMenu.lnkSignIn(); } } }).fail(function () { var signInUrl = MenuModel.metaNavMenu.lnkSignIn(); var path = window.parent.location.pathname.toLocaleLowerCase(); var host = window.parent.location.hostname; if (path.indexOf("public") > -1) { if (path.indexOf("trainingcatalog") == -1) { signInUrl += encodeURI("&returnURL=https://" + host + path.replace("/public", "") + location.search); } } window.location.href = signInUrl; //window.location.href = MenuModel.metaNavMenu.lnkSignIn(); }); }); $('#lnkSignOut').click(function (e) { e.preventDefault(); $.post('/Menus/MetaNav/RemoveSessionsAndLogout', function (result) { document.cookie = encodeURIComponent("_l_n_u") + "=" + encodeURIComponent(MenuModel.metaNavMenu.lnkSignOutReturnURL()) + ";-1;domain=.ieee.org;path=/"; $.ajax({ url: MenuModel.metaNavMenu.lnkSignOut(), type: "GET", dataType: "jsonp", }).always(function (result) { window.location.href = MenuModel.metaNavMenu.lnkSignOut2(); }); }); }); mc_refreshMiniCart( function (data) { /* Updating the cart quantity */ ko.dataFor($('#top-MetaNav-bar')[0]).cartItems(data.cartItemQty); }, function (data) { console.log('error : ' + data); } ); } ); </script> <div id="public-nav" class="learner"> <a class="sr-only sr-only-focusable" href="#content" id="skipToMainContent"> Skip to Page Content </a> <nav class="navbar navbar-inverse navbar-fixed-top" role="navigation" id="top-navigation-bar"> <div class="container"> <!-- Brand and toggle get grouped for better mobile display --> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#utility-nav"> <span class="sr-only">Toggle Navigation</span> <span class="icon-bar" role="presentation"></span> <span class="icon-bar" role="presentation"></span> <span class="icon-bar" role="presentation"></span> </button> <a href="/public/trainingcatalog.aspx"> <span class="navbar-logo navbar-logo-left navbar-logo-pm"></span> </a> </div> <!-- Collect the nav links, forms, and other content for toggling --> <div class="collapse navbar-collapse" id="utility-nav"> <ul class="nav navbar-nav"> <li class="search-bar"> <div class="input-group"> <span class="input-group-btn"> <button class="btn btn-default" type="button" onclick="window.location.href='/public/searchresults?q=&at=T&ty=ML.BASE.DV.SearchAnyWords&ln='">Browse Catalog</button> </span> <label for="txtGlobalSearch" class="sr-only">Search Catalog</label> <input type="search" id="txtGlobalSearch" placeholder="Search Catalog" class="form-control" autocomplete="off" data-bind="ko_autocomplete:{listId:'autocomplete-list', numberOfResults: numberOfResults, dataObject: searchResults}, enterkey:SiteWideSearchRedirect" /> <span class="input-group-btn"> <button class="btn btn-default" type="button" onclick="return SiteWideSearchRedirect();"><span class="fa fa-search" title="Search"></span></button> </span> <ul id="autocomplete-list" class="autocomplete" data-bind="template: { name: 'autocomplete-template', data: searchResults}" style="display:none"></ul> </div> </li> </ul> <ul class="nav navbar-nav navbar-right"> <li id="help-list-item"> <a id="lnkHelp" title='Help' href="" target="_blank"> <span class="fa fa-question-circle fa-lg"> <em class="sr-only">Help</em> </span> </a> </li> </ul> <a class="hidden-xs hidden-sm" href="https://www.ieee.org/index.html"> <span class="navbar-logo navbar-logo-right" title="IEEE Logo" aria-label="IEEE Logo" role="img"></span> </a> </div> <!-- /.navbar-collapse --> </div> <!-- /.container --> </nav> </div> <div class="brand-bar-container" role="presentation"> <div class="container hidden-sm hidden-xs brand-bar"> <div class="row"> <div class="col-xs-12"> <div class="brand-bar-logo" role="presentation"></div> <div class="brand-bar-photo" role="presentation"></div> </div> </div> </div> </div> <script type="text/html" id="autocomplete-template"> <!--ko if: $data --> <!--ko foreach: $data.search_results --> <li> <a data-bind="attr: {'href': '/public/contentdetails.aspx?id=' + $data.id}, formatText: [name]"> {0} <span class="content_type" data-bind="text: type_name"></span> </a> </li> <!-- /ko --> <!--ko if: $root.numberOfResults() < $data.total --> <li class="see-all"> <a onclick="return SiteWideSearchRedirect();" data-bind="enterkey:SiteWideSearchRedirect" href="#"> See all results for "<span class='searchText' data-bind='text: $root.search_term()'></span>" </a> </li> <!-- /ko --> <!-- /ko --> </script> <script> $(function () { var query = getQueryStringValueByName("q"); if (query.length > 0) { $('#txtGlobalSearch').val(query); } var viewModel = { searchResults: ko.observableArray([]), numberOfResults: ko.observable(5), search_term: function () { return $('input[type="search"]:visible').val(); } } ko.applyBindings(viewModel, $('#public-nav')[0]); }); $('#txtGlobalSearch').on('keydown', function (event) { var keypressed = event.keyCode || event.which; if (keypressed === 13) { return SiteWideSearchRedirect(); } }); var searchLanguages = ''; function SiteWideSearchRedirect() { var SearchTerm = encodeURIComponent(document.getElementById('txtGlobalSearch').value); var SearchType = "ML.BASE.DV.SearchAnyWords"; var url = "/public/searchresults"; var RedirectUrl = url + "?q=" + SearchTerm + "&at=T&ty=" + SearchType + "&ln=" + searchLanguages; $(location).attr('href', RedirectUrl); return false; } //Set Shopping Cart Badge Count if (true || $('.badge').length > 0) { $.ajax({ url: '/Menus/TopLevelMenu/GetCartCount', dataType: 'text', success: function (sc_count) { $('.badge').text(sc_count); } }); } //Set help Link if ($('#lnkHelp').length > 0) { $.ajax({ url: '/Menus/TopLevelMenu/GetHelpUrl', dataType: 'text', success: function (help_url) { $('#lnkHelp').attr('href', help_url); if(help_url.lastIndexOf('401') == -1) { $('#help-list-item').hide(); } } }); } </script> <div class="brand-bar-container" role="presentation"> <div class="container hidden-sm hidden-xs brand-bar"> <div class="row"> <div class="col-xs-12"> <div class="brand-bar-logo" role="presentation"></div> <div class="brand-bar-photo" role="presentation"></div> </div> </div> </div> </div> </header> <div class="container"> <div id="content" class="row" tabindex="-1" role="main"> <div class="col-md-8"> <div class="portlet"> <h1>Artificial Intelligence and Ethics in Design: Responsible Innovation</h1> <ul class="list-inline"> <li> <strong> Course Program </strong> </li> <li class="social-sharing"> </li> </ul> <p> <p>European regulations require that ethics specifications be met when designing artificial intelligence (AI) systems. Ignoring these regulations can result in hefty financial fines. In this program, learn what engineers need to know when designing artificial intelligence systems.</p><p><em>What you will learn:</em></p><ul><li>The economic potential of responsible artificial intelligence</li><li>Standards and certifications to guarantee transparency and accountability in the algorithmic era</li><li>Structural causes of unintended/unjustified bias</li><li>Transparency and accountability in autonomous and intelligent systems</li><li>Legal and implementations issues of enterprise artificial intelligence</li></ul><p><strong>Courses included in this program:</strong></p><ul><li><a href="https://iln.ieee.org/Public/ContentDetails.aspx?id=4A4E8FA0CD16470BA3ADF44A3D74C66B" rel="noopener noreferrer" target="_blank">From Growth to Great</a></li><li><a href="https://iln.ieee.org/Public/ContentDetails.aspx?id=8107B34DB7024F3F81EC0407A0A3EE07" rel="noopener noreferrer" target="_blank">The Basis for No Bias</a></li><li><a href="https://iln.ieee.org/Public/ContentDetails.aspx?id=000DD3A458F148DFB5960D3677D224BF" rel="noopener noreferrer" target="_blank">Transparency and Accountability for Robots and AI Systems</a></li><li><a href="https://iln.ieee.org/Public/ContentDetails.aspx?id=94C1D0D7F4AA4646AFAC5DDD73177AD2" rel="noopener noreferrer" target="_blank">Human Emotion in Devices and Technology</a></li><li><a href="https://iln.ieee.org/Public/ContentDetails.aspx?id=17A78EAA96BD4EB697CF0B1E92E7C29D" rel="noopener noreferrer" target="_blank">Legal and Implementation Issues of Enterprise AI</a></li></ul><p><strong>Course Program Length</strong>: 5 hours</p><p><strong>Program Level</strong>: Introductory</p><p><strong>Who Should Attend</strong>: Data Engineer, AI/ML Engineer, Design Engineer, Computer Engineer, Security Engineer, Electrical Engineer, Software Engineer, UX Designer, Engineering Managers, Technical Leaders, Functional Conultant, Business User, Research Engineer, Robotics Engineer, Machine Learning Engineer, Computer Vision Engineer</p><p><strong><span style="color: rgb(226, 80, 65);">Instructors</span></strong></p><p><strong>Rumman Chowdhury</strong>, Senior Principal at Accenture AI and global lead for Responsible AI in Applied Intelligence</p><p><strong>John P. Sullins III</strong>, Full professor of philosophy, Sonoma State University, California</p><p><strong>Ansgar Koene</strong>, Senior Research Fellow at Horizon Digital Economy Research institute, University of Nottingham and chairs the IEEE P7003 Standard for Algorithm Bias Considerations working group</p><p><strong>Alan Winfield</strong>, Professor of Robot Ethics at the University of the West of England, Bristol, United Kingdom, and Visiting Professor at the University of York</p><p><strong>Raja Chatila</strong>, Professor of Artificial Intelligence, Robotics and Ethics at Sorbonne Universit茅, Paris, France and Director of the Institute of Intelligent Systems and Robotics and leads the SMART Laboratory of Excellence on Human-Machine Interactions</p><p><strong>Ruth Aylett</strong>, Professor of Computer Science at Heriot-Watt University in Edinburgh, Scotland</p><p><strong>Catelijne Muller</strong> is a member of the European Economic and Social Committee (EESC) and President of the Permanent Study Group on AI at the EESC</p><p><strong>Virginia Dignum</strong> is an Associate Professor at the Faculty of Technology, Policy and Management, at Delft University of Technology</p><p><strong>Publication Year: </strong>2018</p><p><strong>ISBN: </strong><span data-sheets-userformat='{"2":14527,"3":{"1":0,"3":1},"4":[null,2,16777215],"5":{"1":[{"1":2,"2":0,"5":[null,2,0]},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"6":{"1":[{"1":2,"2":0,"5":[null,2,0]},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"7":{"1":[{"1":2,"2":0,"5":[null,2,0]},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"8":{"1":[{"1":2,"2":0,"5":[null,2,0]},{"1":0,"2":0,"3":3},{"1":1,"2":0,"4":1}]},"10":0,"14":[null,2,2236962],"15":"Calibri","16":10}' data-sheets-value='{"1":2,"2":"978-1-5386-0027-6"}'>978-1-5386-0027-6</span></p> </p> <hr /> <script type="text/javascript"> function XploreLogin(strURL) { window.location.href = strURL; return false; } </script> </div> </div><div class="col-md-4"> <div class="portlet"> <div id="PriceBox" class="price-box"> <template id="priceBoxTemplate"> <div id="ieeePriceBox" class="price-box panel panel-default"> <div class="panel-body"> <div class="price-box-cost-groups" data-bind="foreach: costGroups"> <div class="row"> <div class="col-xs-9 cost-group-name"><strong data-bind="text: name"></strong></div> <div class="col-xs-3 cost-group-cost text-right"><strong data-bind="text: '$' + cost"></strong></div> </div> </div> <div class="price-box-add-to-cart clearfix"> <a class="price-box-add-to-cart-button btn btn-default pull-right" id="IEEEAddToCart" data-bind="text: addToCartText"></a> </div> <div class="price-box-additional-details"> <!-- ko if: $data.pricingText --> <div class="price-box-pricing-text" data-bind="html: pricingText"></div> <!-- /ko --> <!-- ko if: $data.joinText --> <div class="price-box-join-text" data-bind="html: joinText"></div> <!-- /ko --> </div> </div> </div> </template> <template id="priceBoxPurchasedTemplate"> <div id="ieeePriceBoxPurchased" class="price-box price-box-purchased panel panel-default"> <div class="panel-body"> <div class="price-box-purchased-text" data-bind="visible: purchased, html: purchasedText"></div> <div class="price-box-tracked-subscription-text" data-bind="visible: trackedSubscription, text: trackedSubscriptionText"></div> <div class="price-box-untracked-subscription-text" data-bind="visible: untrackedSubscription, html: untrackedSubscriptionText"></div> <div class="price-box-untracked-subscription-button text-center" data-bind="visible: untrackedSubscription"> <a class="btn btn-default" data-bind="html: goToIEEEXploreText, attr: { href: goToIEEEXploreUrl }"></a> </div> <div class="price-box-tracked-subscription-bundle-text" data-bind="visible: trackedSubscriptionBundle, text: trackedSubscriptionBundleText"></div> </div> </div> </template> <template id="priceBoxNotAvailableTemplate"> <div id="ieeePriceBoxNotAvailable" class="price-box price-box-not-available panel panel-default"> <div class="panel-body"> <div class="price-box-not-active-text" data-bind="visible: !isActive, text: $data.inactiveText"></div> <div class="price-box-checked-out-text" data-bind="visible: $data.classroomButNoSeats, html: $data.classroomButNoSeatsText"></div> <div class="price-box-checked-out-text" data-bind="visible: !isAvailable, text: $data.unavailableText"></div> </div> </div> </template> <div id="ieeePriceBoxAddToCartSuccess" class="price-box price-box-add-to-cart-success modal fade" role="dialog" aria-labelledby="addToCartSuccessHeaderText"> <div class="modal-dialog" role="document"> <div class="modal-content text-center"> <div class="modal-body"> <div> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <strong id="addToCartSuccessHeaderText" data-bind="text: success"></strong> </div> <div class="price-box-checkout-button"> <a class="btn btn-default" data-bind="text: proceedToCheckout, attr: { href: checkoutUrl }"></a> </div> <div> <a href="#" data-dismiss="modal" data-bind="text: continueBrowsing"></a> </div> </div> </div> </div> </div> <script> $(function () { var setupPriceBox = function (priceBoxData) { var priceBoxTemplate = $('#priceBoxTemplate').html(); var priceBox = $(priceBoxTemplate); priceBox.find('#IEEEAddToCart').click(function () { ShowOverlay($('#ieeePriceBox')); mc_addItems('[{"partNum" : "' + ko.dataFor($('#ieeePriceBox')[0]).productId + '", "quantity":"1", "country":"", "membershipType" : "", "quoteGrade" : ""}]', function (data) { ko.dataFor($('#top-MetaNav-bar')[0]).cartItems(data.cartItemQty); $('#ieeePriceBoxAddToCartSuccess').modal(); HideOverlay($('#ieeePriceBox')); }, function (data) { console.log('error : ' + data); alert(data); HideOverlay($('#ieeePriceBox')); } ); }); ko.applyBindings(priceBoxData, priceBox[0]); $('#priceBoxTemplate').closest('.col-md-4').prepend(priceBox); }; var priceBoxUrl = "/custom/IEEEUtilities/getpricebox?id=" + getQueryStringValueByName('id'); var forcePruchased = getQueryStringValueByName('forcePurchased'); if (forcePruchased.length > 0) { priceBoxUrl += "&forcePurchased=" + forcePruchased; } var forceTrackedSubscription = getQueryStringValueByName('forceTrackedSubscription'); if (forceTrackedSubscription.length > 0) { priceBoxUrl += "&forceTrackedSubscription=" + forceTrackedSubscription; } var forceUntrackedSubscription = getQueryStringValueByName('forceUntrackedSubscription'); if (forceUntrackedSubscription.length > 0) { priceBoxUrl += "&forceUntrackedSubscription=" + forceUntrackedSubscription; } var forceTrackedSubscriptionBundle = getQueryStringValueByName('forceTrackedSubscriptionBundle'); if (forceTrackedSubscriptionBundle.length > 0) { priceBoxUrl += "&forceTrackedSubscriptionBundle=" + forceTrackedSubscriptionBundle; } $.ajax({ url: priceBoxUrl }).done( function (priceBoxData) { if ((typeof priceBoxData.isActive != 'undefined' && !priceBoxData.isActive) || (typeof priceBoxData.isAvailable != 'undefined' && !priceBoxData.isAvailable)) { var priceBoxNotAvailableTemplate = $('#priceBoxNotAvailableTemplate').html(); var priceBoxNotAvailable = $(priceBoxNotAvailableTemplate); ko.applyBindings(priceBoxData, priceBoxNotAvailable[0]); $('#priceBoxNotAvailableTemplate').closest('.col-md-4').prepend(priceBoxNotAvailable); } else if ((typeof priceBoxData.classroomButNoSeats == 'undefined' || !priceBoxData.classroomButNoSeats || priceBoxData.hasSectionEnrollment) && (priceBoxData.purchased || priceBoxData.trackedSubscription || priceBoxData.untrackedSubscription || priceBoxData.trackedSubscriptionBundle)) { var priceBoxPurchasedTemplate = $('#priceBoxPurchasedTemplate').html(); var priceBoxPurchased = $(priceBoxPurchasedTemplate); ko.applyBindings(priceBoxData, priceBoxPurchased[0]); $('#priceBoxPurchasedTemplate').closest('.col-md-4').prepend(priceBoxPurchased); } else if (typeof priceBoxData.classroomButNoSeats != 'undefined' && !!priceBoxData.classroomButNoSeats) { var priceBoxNotAvailableTemplate = $('#priceBoxNotAvailableTemplate').html(); var priceBoxNotAvailable = $(priceBoxNotAvailableTemplate); priceBoxData.isActive = true; priceBoxData.isAvailable = true; ko.applyBindings(priceBoxData, priceBoxNotAvailable[0]); $('#priceBoxNotAvailableTemplate').closest('.col-md-4').prepend(priceBoxNotAvailable); } else { $.ajax({ url: "/custom/IEEEUtilities/getcartsuccess" }).done( function (cartData) { let updateCartLink = function () { if (typeof ko.dataFor($('#top-MetaNav-bar')[0]) === 'undefined') { window.setTimeout(updateCartLink, 50); } else { ko.applyBindings(cartData, $('#ieeePriceBoxAddToCartSuccess')[0]); setupPriceBox(priceBoxData); } } updateCartLink(); } ); } } ); }) </script> </div> <div class="content-thumbnail"> <img id="MainContent_ucContentMetaData_FormView1_MImage1" class="img-thumbnail ieee-content-image" src="/CServer//Image/E1D1C4EB06C24F549DA3344B46EA02CE/EDP510.jpg" alt="Artificial Intelligence and Ethics in Design: Responsible Innovation" /> </div> <ul class="list-group"> <li class="list-group-item"> Course Provider: <strong>Standards Association</strong> </li> <li class="list-group-item"> Course Number: <strong>EDP510CP</strong> </li> <li class="list-group-item"> Credits: <strong>0.5 CEU/ 5 PDH</strong> </li> </ul> </div> </div> </div> </div> <footer class="container-fluid"> <div class="row"> <div id="mgFooter" class="col-xs-12"> <script type="text/javascript"> //Adjust the pull-right class function changePullRight() { if (window.location.href.indexOf("managesectiontimeline") != -1 && document.getElementsByClassName('btn-group pull-right')) { document.getElementsByClassName('btn-group pull-right')[0].style.left = "-235px"; document.getElementsByClassName('btn-group pull-right')[0].style.top = "10px"; } else {} } //Event listener to change the pull-right class on page load window.addEventListener('load', (event) => { //console.log('The page has fully loaded'); changePullRight(); }); //adjust the custom block function setCustomBlock() { if (window.location.href.indexOf("customblockmanage") != -1 && document.getElementsByClassName('panel-info')) { document.getElementsByClassName('panel-info')[0].style.paddingRight = "65px"; document.getElementsByClassName('panel-info')[0].style.paddingLeft = "65px"; document.getElementsByClassName('panel-info')[0].style.border = "0px"; } else {} } //run setCustomBlock on page load window.addEventListener('load', (event) => { //console.log('The page has fully loaded'); setCustomBlock(); }); //Adjust breadcrumbs for the custom block function changeBreadCrumbsCustomBlockDetailsPage() { if (window.location.href.indexOf("customblockdetails") != -1 && document.getElementsByClassName('breadcrumb')) { document.getElementsByClassName('breadcrumb')[0].style.marginBottom = "2rem"; } else {} } //run breadcrumb adjustment function on page load window.addEventListener('load', (event) => { changeBreadCrumbsCustomBlockDetailsPage(); }); //change the width of the custom block on the details page function changeWidthOfCustomBlockDetailsPage() { if (window.location.href.indexOf("customblockdetails") != -1 && document.getElementsByClassName('pb-px')) { document.getElementsByClassName('pb-px')[0].style.paddingRight = "65px"; document.getElementsByClassName('pb-px')[0].style.paddingLeft = "65px"; } else {} } //run the changewidth function on page load window.addEventListener('load', (event) => { changeWidthOfCustomBlockDetailsPage(); }); //add the curation link to the end of the admin > training > content management section function addCurationLink() { var curation_ul = document.getElementById("administer_content_management"); var curation_targetUL = curation_ul.getElementsByClassName("list-unstyled").item(0); var curation_targetItem = curation_targetUL.getElementsByTagName("li").item(9); var curation_li = document.createElement("li"); var curation_a = document.createElement("a"); curation_li.appendChild(curation_a); curation_a.setAttribute("href", "https://sandbox26.mksi-lms.net/CServer/Temp/react/index.html"); curation_a.setAttribute("target", "_blank"); //curation_a.setAttribute("data-toggle", "modal"); //curation_a.setAttribute("data-target", "#curationModal"); curation_targetUL.appendChild(curation_li); curation_a.appendChild(document.createTextNode("Content Curation")); } //allow everything to load otherwise curation link cannot find siblings setTimeout(addCurationLink, 2000); //addCurationLink(); </script> <!-- create the footer --> <style> @font-face { font-family: 'Formata-Light'; src: url("/MResources/Skins/3C4E6C394F41418A835711D76EBE4BFD/fonts/formata_light_woff.woff") format("woff"); font-weight: normal; font-style: normal; } .font-f { font-family: 'Formata-Light'; font-size: 12px; line-height: 18px } .global-footer-container .global-footer { color: #fff; /*background: #006595;*/ padding: 30px 0; /*border-top: 5px solid #fff;*/ } .global-footer-container .global-footer .container { max-width: 950px; width: auto; padding-right: 15px; padding-left: 15px; margin-right: auto; margin-left: auto; } .global-footer-container .global-footer .font-f { font-family: 'Formata-Light'; font-size: 12px; line-height: 18px; } .global-footer-container .global-footer .utilitylinks li { float: left; } .global-footer-container .global-footer ul li { background: none !important; } .global-footer .utilitylinks li a { padding: 0 5px; } @media (max-width: 767px) { .global-footer .utilitylinks li { float: left; width: 100%; margin-bottom: 20px; text-align: center; } } @media(min-width: 768px) { .separator-pipe li { line-height:12px; border-right: 1px solid; padding: 0 8px; } } @media(min-width: 768px) { .separator-pipe li:first-child { padding-left:0; } } @media(min-width: 768px) { .separator-pipe li:last-child { border-right:0; padding-right: 0 } } .separator-pipe li { position: relative; display: inline-block; list-style-type: none; line-height: 12px } .global-footer-container .separator-pipe li { position: relative; display: inline-block; list-style-type: none; line-height: 12px; } .global-footer-container .global-footer .legal-copy { padding-top: 30px; text-align: left; } .global-footer-container .global-footer .legal-copy a { text-decoration: underline; } .global-footer-container .global-footer a, .global-footer a:visited, .footer a, .footer a:visited { color: #fff; } .global-footer ul.utilitylinks{margin:0;padding:0;} .global-footer ul.utilitylinks.verticly li{display:block} .global-footer ul.utilitylinks li{display:inline-block} .global-footer ul.utilitylinks li a{display:block} .global-footer .utilitylinks li:first-child a { padding-left: 0; } footer.container-fluid { background: #006595; } #slideOut { position: fixed; z-index: 5000; width: 300px; height: 800px; /* top: 520px; */ top: 50%; right: -300px; /* Animation */ transition-property: all; transition-duration: .5s; transition-timing-function: cubic-bezier(0, 1, 0.5, 1); } /* Display slideOut */ .showSlideOut { right: 0px !important; } /* slideout tab */ .slideOutTab { margin-top: 50px; position: absolute; left: -40px; height: 200px; width: 40px; -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, .5); box-shadow: 0 5px 15px rgba(0, 0, 0, .5); background: #31708f; border-radius: 15px 0px 0px 15px; cursor: pointer; } .slideOutTab div { text-align: center; position: relative; right: 70px; top: 90px; background: #31708f; width: 180px; -webkit-transform: rotate(270deg); -moz-transform: rotate(270deg); -o-transform: rotate(270deg); writing-mode: lr-tb; cursor: pointer; } /* modal body for the techslide */ .modal-body-techslide { height: 230px; padding: 20px; } /* for classroom section page */ #gradebook { margin-left: 5%; margin-right: 5%; } #enrollment { margin-left: 5%; margin-right: 5%; } #courseMaterials { margin-left: 5%; margin-right: 5%; } #notification { margin-left: 5%; margin-right: 5%; } </style> <!-- // SlideOut html --> <div id="slideOut"> <!-- // Tab --> <div class="slideOutTab"> <div> <p style="color:#ffffff; font-weight: 600; text-align: center;"> Support / Help</p> </div> </div> <div class="modal-content"> <div class="modal-header"> <h4 class="modal-title">Support and Help</h4> </div> <div class="modal-body-techslide"> <p><a href="https://supportcenter.ieee.org/app/chat/chat_launch" title="Live chat" target="_blank"><i class="fa fa-external-link" aria-hidden="true" target="_blank"></i> Live chat</a></p> <p>In US, call us: <a href="tel:1-800-701-4333">1-800-701-4333</a></br> Outside of US, call us: <a href="tel:1-732-981-0060">1-732-981-0060</a> </p> <p><a href="https://supportcenter.ieee.org/app/ask" title="Question" target="_blank"><i class="fa fa-external-link" aria-hidden="true" target="_blank"></i> Submit a question</a></p> <p><a href="https://www.ieee.org/education/ieee-learning-network/iln-user-guides.html" title="Self Help" target="_blank"><i class="fa fa-external-link" aria-hidden="true" target="_blank"></i> Self help user guides</a></p> </div> <div class="modal-footer"> </div> </div> </div> <script type="text/javascript"> this.$slideOut = $('#slideOut'); // Slideout show this.$slideOut.find('.slideOutTab').on('click', function() { $("#slideOut").toggleClass('showSlideOut'); }); /* This portion will need a little adjustment see the possible fix below */ var myLoadingArea = document.getElementById("loading-area"); myLoadingArea.style.marginLeft = "-60px"; myLoadingArea.style.marginRight = "-60px"; myLoadingArea.style.marginTop = "-20px"; /* possible fix this so that on https://sandbox26.mksi-lms.net/LearnerPage.aspx?Edit=T it doesn't use this style var myLoadingArea = document.getElementById("loading-area"); if(typeof(myLoadingArea) != 'undefined' && myLoadingArea != null){ myLoadingArea.style.marginLeft="-60px"; myLoadingArea.style.marginRight="-60px"; myLoadingArea.style.marginTop="-20px"; } else{ console.log('myLoadingArea was found and changed'); }; */ </script> <!-- Modals --> <div class="modal fade" id="basicModal" tabindex="-1" role="dialog" aria-labelledby="basicModal" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button> <h4 class="modal-title" id="myModalLabel">Provide Feedback</h4> </div> <div class="modal-body"> <!-- <form> <div class="form-group">--> <p><span style="font-weight: 100;">You are providing feedback for the following url:</span><span style="color:#FFA500;"> <script type="text/javascript"> var curURL; function getURL() { curURL = window.location.href; } getURL(); document.write(" " + curURL); </script> </span></p> <p>Please provide feedback specific to the issue you are encountering.</p> <!-- <textarea class="form-control" rows="3"></textarea> <div class="form-group"> <label for="exampleInputFile">Provide a screen capture if you have one.</label> <input type="file" id="exampleInputFile"><hr> <p class="help-block">We will be in touch as soon as possible.</p> </div> </div> <button type="submit" class="btn btn-default">Submit</button> </form> --> <p>Form here</p> </div> <div class="modal-footer"> <button type="button" class="btn btn-default" data-dismiss="modal">Close</button> <button type="button" class="btn btn-primary">Submit</button> </div> </div> </div> </div> <div class="modal fade" id="jiraModal" tabindex="-1" role="dialog" aria-labelledby="jiraModal" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button> <h4 class="modal-title" id="jiraModalLabel">Jira Modal</h4> </div> <div class="modal-body"> <!-- <form> <div class="form-group"> <p>Please provide specific ticket information.</p> <textarea class="form-control" rows="3"></textarea> <div class="form-group"> <label for="exampleInputFile">Provide a screen capture if you have one.</label> <input type="file" id="jiraInputFile"><hr> <p class="help-block">You are creating an official Jira ticket in our help system.</p> </div> </div> <button type="submit" class="btn btn-default">Submit</button> </form> --> <p>Form here</p> </div> <div class="modal-footer"> <button type="button" class="btn btn-default" data-dismiss="modal">Close</button> <button type="button" class="btn btn-primary">Submit</button> </div> </div> </div> </div> <div class="modal fade" id="curationModal" tabindex="-1" role="dialog" aria-labelledby="curationModal" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true"> × </button> <h4 class="modal-title" id="curationModalLabel">Curation Modal</h4> </div> <div class="modal-body"> <!-- Forms break the page -- need to fix this <form> <div class="form-group"> <p>Please provide specific ticket information.</p> <textarea class="form-control" rows="3"></textarea> <div class="form-group"> <label for="exampleInputFile">Provide a screen capture if you have one.</label> <input type="file" id="jiraInputFile"><hr> <p class="help-block">You are creating an official Jira ticket in our help system.</p> </div> </div> <button type="submit" class="btn btn-default">Submit</button> </form> --> <p>Form here</p> <input type="file" id="myFile" name="filename"> </div> <div class="modal-footer"> <button type="button" class="btn btn-default" data-dismiss="modal"> Close </button> <intput type="submit" class="btn btn-primary">Submit</button> </div> </div> </div> </div> <div class="global-footer-container"> <!-- Global Footer Content ============================================= --> <div class="global-footer"> <div class="container"> <div class="row"> <div class="col-xs-12 footer-links font-f" style="width:101%;"> <!-- Utility Links Content ============================================= --> <ul id="WHJXJCHSZSXEASDXTS" class=" utilitylinks separator-pipe"> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://iln.ieee.org">Home</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://www.ieee.org/sitemap.html">Sitemap</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://www.ieee.org/about/contact.html">Contact & Support</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://www.ieee.org/accessibility-statement.html">Accessibility</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://www.ieee.org/about/corporate/governance/p9-26.html">Nondiscrimination Policy</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="http://www.ieee-ethics-reporting.org">IEEE Ethics Reporting</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://www.ieee.org/security_privacy.html">IEEE Privacy Policy</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 26px"> <a href="https://www.ieee.org/site_terms_conditions.html" target="_blank">Terms & Disclosures</a> </div> </li> <li class="utilitylinks-default-color" style="color:"> <div style="min-width: 30px"> <a href="https://innovationatwork.ieee.org/ieee-learning-network-feedback-form/">Feedback</a> </div> </li> </ul> <!-- #utility-links-content end --> </div> <div class="col-xs-12 legal-copy font-f"> <div class="cq-dd-paragraph"> <div class="rte text parbase"> <i></i>漏 Copyright <span id="ieeecpyr"></span> IEEE - All rights reserved. Use of this website signifies your agreement to the <a href="https://www.ieee.org/site-terms-conditions.html?WT.mc_id=hpf_terms&utm_source=hp&utm_campaign=hpf_terms&utm_medium=hpf&utm_term=terms%20conditions">IEEE Terms and Conditions</a>. A public charity, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.<br /> </div> </div> </div> </div> </div> </div> <!-- #global-footer-content end --> </div> <script> document.querySelector('#ieeecpyr').textContent = (new Date()).getFullYear() </script> <script src="https://s3-us-west-2.amazonaws.com/ieeeshutpages/gdpr/settings.js"></script> <link rel="stylesheet" type="text/css" href="https://cdnjs.cloudflare.com/ajax/libs/cookieconsent2/3.0.3/cookieconsent.min.css" /> <script src="https://cdnjs.cloudflare.com/ajax/libs/cookieconsent2/3.0.3/cookieconsent.min.js"></script> <!--script> window.addEventListener("load", function(){ window.cookieconsent.initialise(json) }); </script--> <!-- v ieee cookie banner v --> <script src="https://cmp.osano.com/AzyzptTmRlqVd2LRf/ef8394fc-8d76-4cf2-a05c-a6d2430d8b22/osano.js"></script> <link rel="stylesheet" href="https://cookie-consent.ieee.org/ieee-cookie-banner.css" type="text/css"/> <!-- ^ ieee cookie banner ^ --> <!-- Marketo Munchkin Code --> <script src="//app-ab24.marketo.com/js/forms2/js/forms2.min.js"></script> <script src="https://s3.amazonaws.com/ieee-mkto-cross-domain/enterprise-page-code.js"></script> <script type="text/javascript" src="https://cdns.gigya.com/js/gigya.js?apikey=3_ihC9k-currG51rxnDiN6bhiAzQy1-4zw1zOtNOrZ11jAxUhFRKPUrVKs553Kv7px "></script> <!-- Google Tag Manager --> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-KKPCDLN');</script> <!-- End Google Tag Manager --> <!-- Global site tag (gtag.js) - Google Analytics IEEE00122-9--> <script async src="https://www.googletagmanager.com/gtag/js?id=G-3G6FRKPY2X"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-3G6FRKPY2X'); </script> <!-- End of IEEE00122-9 --> </div> </div> </footer> <script src="/bundle/bottomjs?v=hrD6uxIl83nj7TwmmBOkXWUVTNhSfPalsrvUv2soKeQ1"></script> <script> $("#skipToMainContent").click(function () { $('#content').focus(); }); </script> </form> </body> </html> <script language="javascript" type="text/javascript">function addLoadEvent(func) { var oldonload = window.onload; if (typeof window.onload != 'function') { window.onload = func; } else { window.onload = function () { if (oldonload) { oldonload(); } func(); } } }; addLoadEvent(function () { var logger = new Meridian.Analytics.ESLogger(); logger.sendAnalytics(); });</script>