CINXE.COM
Giuseppe Manco, Research ICAR-CNR | Humane AI
<!DOCTYPE html> <html lang="en-US"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Giuseppe Manco, Research ICAR-CNR | Humane AI</title><link rel="preload" as="style" href="https://fonts.googleapis.com/css?family=IBM%20Plex%20Sans%3A400%2C400i%2C700%2C700i&subset=latin-ext&display=swap" /><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=IBM%20Plex%20Sans%3A400%2C400i%2C700%2C700i&subset=latin-ext&display=swap" media="print" onload="this.media='all'" /><noscript><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=IBM%20Plex%20Sans%3A400%2C400i%2C700%2C700i&subset=latin-ext&display=swap" /></noscript> <meta name='robots' content='max-image-preview:large' /> <link rel='dns-prefetch' href='//www.humane-ai.eu' /> <link rel='dns-prefetch' href='//stats.wp.com' /> <link rel='dns-prefetch' href='//fonts.googleapis.com' /> <link href='https://fonts.gstatic.com' crossorigin rel='preconnect' /> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://www.humane-ai.eu/wp-includes/css/dist/block-library/style.min.css?ver=6.4.5' type='text/css' media='all' /> <style id='wp-block-library-inline-css' type='text/css'> .has-text-align-justify{text-align:justify;} </style> <link rel='stylesheet' id='mediaelement-css' href='https://www.humane-ai.eu/wp-includes/js/mediaelement/mediaelementplayer-legacy.min.css?ver=4.2.17' type='text/css' media='all' /> <link rel='stylesheet' id='wp-mediaelement-css' href='https://www.humane-ai.eu/wp-includes/js/mediaelement/wp-mediaelement.min.css?ver=6.4.5' type='text/css' media='all' /> <style id='jetpack-sharing-buttons-style-inline-css' type='text/css'> .jetpack-sharing-buttons__services-list{display:flex;flex-direction:row;flex-wrap:wrap;gap:0;list-style-type:none;margin:5px;padding:0}.jetpack-sharing-buttons__services-list.has-small-icon-size{font-size:12px}.jetpack-sharing-buttons__services-list.has-normal-icon-size{font-size:16px}.jetpack-sharing-buttons__services-list.has-large-icon-size{font-size:24px}.jetpack-sharing-buttons__services-list.has-huge-icon-size{font-size:36px}@media print{.jetpack-sharing-buttons__services-list{display:none!important}}ul.jetpack-sharing-buttons__services-list.has-background{padding:1.25em 2.375em} </style> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> body{--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}body .is-layout-flex{flex-wrap: wrap;align-items: center;}body .is-layout-flex > *{margin: 0;}body .is-layout-grid{display: grid;}body .is-layout-grid > *{margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} .wp-block-navigation a:where(:not(.wp-element-button)){color: inherit;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} .wp-block-pullquote{font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='op-style-css' href='https://www.humane-ai.eu/wp-content/themes/humaneai-child/css/style.min.css?ver=20201208' type='text/css' media='all' /> <script type="text/javascript" src="https://www.humane-ai.eu/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://www.humane-ai.eu/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <link rel="https://api.w.org/" href="https://www.humane-ai.eu/wp-json/" /><link rel="alternate" type="application/json" href="https://www.humane-ai.eu/wp-json/wp/v2/posts/517" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.humane-ai.eu/xmlrpc.php?rsd" /> <meta name="generator" content="WordPress 6.4.5" /> <link rel="canonical" href="https://www.humane-ai.eu/giuseppe-manco-research-icar-cnr/" /> <link rel='shortlink' href='https://www.humane-ai.eu/?p=517' /> <link rel="alternate" type="application/json+oembed" href="https://www.humane-ai.eu/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.humane-ai.eu%2Fgiuseppe-manco-research-icar-cnr%2F" /> <link rel="alternate" type="text/xml+oembed" href="https://www.humane-ai.eu/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.humane-ai.eu%2Fgiuseppe-manco-research-icar-cnr%2F&format=xml" /> <style>img#wpstats{display:none}</style> <style type="text/css">.recentcomments a{display:inline !important;padding:0 !important;margin:0 !important;}</style><link rel="icon" href="https://www.humane-ai.eu/wp-content/uploads/2021/02/cropped-Favi2-32x32.png" sizes="32x32" /> <link rel="icon" href="https://www.humane-ai.eu/wp-content/uploads/2021/02/cropped-Favi2-192x192.png" sizes="192x192" /> <link rel="apple-touch-icon" href="https://www.humane-ai.eu/wp-content/uploads/2021/02/cropped-Favi2-180x180.png" /> <meta name="msapplication-TileImage" content="https://www.humane-ai.eu/wp-content/uploads/2021/02/cropped-Favi2-270x270.png" /> <meta name="og:image" content="https://www.humane-ai.eu/wp-content/themes/humaneai-child/img/facebook_default.png" /></head> <body class="post-template-default single single-post postid-517 single-format-standard humaneai-child"> <nav class="navbar navbar-default" role="navigation"> <div class="container"> <div class="row"> <div class="navbar-header col-md-4" > <button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#op-main-menu"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> <div class="container container-logo"> <a href="/" class="logo" style=""> <img class="first" src="https://www.humane-ai.eu/wp-content/themes/humaneai-child/img/logo.png" alt="Logo"> </a> </div> </div> <div id="op-main-menu" class="collapse navbar-collapse"><ul id="menu-menu-1" class="nav navbar-nav"><li id="menu-item-1722" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1722 dropdown"><a title="Micro-Projects" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Micro-Projects <span class="caret"></span></a> <ul role="menu" class=" dropdown-menu bullet pull-center"> <li id="menu-item-2056" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2056"><a title="All projects" href="https://www.humane-ai.eu/project/">All projects</a></li> <li id="menu-item-2370" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2370"><a title="Call for Micro-projects" href="https://www.humane-ai.eu/humane-ai-net-january-2023-microproject-call/">Call for Micro-projects</a></li> <li id="menu-item-2405" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2405"><a title="Reporting on Micro-projects" href="https://www.humane-ai.eu/reporting/">Reporting on Micro-projects</a></li> <li id="menu-item-2047" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2047"><a title="WP1 Human-in-the-Loop" href="https://www.humane-ai.eu/project/?type=wp1">WP1 Human-in-the-Loop</a></li> <li id="menu-item-2048" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2048"><a title="WP2 Multimodality" href="https://www.humane-ai.eu/project/?type=wp2">WP2 Multimodality</a></li> <li id="menu-item-2049" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2049"><a title="WP3 Collaboration and Interaction" href="https://www.humane-ai.eu/project/?type=wp3">WP3 Collaboration and Interaction</a></li> <li id="menu-item-2050" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2050"><a title="WP4 Societal AI" href="https://www.humane-ai.eu/project/?type=wp4">WP4 Societal AI</a></li> <li id="menu-item-2051" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2051"><a title="WP5 Ethics and Responsible AI" href="https://www.humane-ai.eu/project/?type=wp5">WP5 Ethics and Responsible AI</a></li> <li id="menu-item-2052" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2052"><a title="WP6 Use Cases" href="https://www.humane-ai.eu/project/?type=wp6">WP6 Use Cases</a></li> <li id="menu-item-2053" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2053"><a title="WP7 Innovation and Impact" href="https://www.humane-ai.eu/project/?type=wp7">WP7 Innovation and Impact</a></li> <li id="menu-item-2054" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2054"><a title="WP8 Dissemination" href="https://www.humane-ai.eu/project/?type=wp8">WP8 Dissemination</a></li> <li id="menu-item-2055" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2055"><a title="WP9 Synergies" href="https://www.humane-ai.eu/project/?type=wp9">WP9 Synergies</a></li> </ul> </li> <li id="menu-item-5221" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5221"><a title="Macro-Projects" href="https://www.humane-ai.eu/project/?type=macro-project">Macro-Projects</a></li> <li id="menu-item-725" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-725"><a title="Vision" href="https://www.humane-ai.eu/vision/">Vision</a></li> <li id="menu-item-30" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-30 dropdown"><a title="Research" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Research <span class="caret"></span></a> <ul role="menu" class=" dropdown-menu bullet pull-center"> <li id="menu-item-1647" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1647"><a title="Publications" href="https://www.humane-ai.eu/publications-old/">Publications</a></li> <li id="menu-item-2063" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2063"><a title="Roadmap" href="https://www.humane-ai.eu/research-roadmap/">Roadmap</a></li> <li id="menu-item-4259" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-4259"><a title="Reports" href="https://www.humane-ai.eu/reports/">Reports</a></li> </ul> </li> <li id="menu-item-935" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-935 dropdown"><a title="Events" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Events <span class="caret"></span></a> <ul role="menu" class=" dropdown-menu bullet pull-center"> <li id="menu-item-1994" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1994"><a title="All events" href="https://www.humane-ai.eu/event/?type=allevents">All events</a></li> <li id="menu-item-1992" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1992"><a title="Humane AI Network" href="https://www.humane-ai.eu/event/?type=humaneainet">Humane AI Network</a></li> <li id="menu-item-1991" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1991"><a title="Humane AI" href="https://www.humane-ai.eu/event/?type=humaneai">Humane AI</a></li> <li id="menu-item-2062" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2062"><a title="Digital Online" href="https://www.humane-ai.eu/event/?type=onlineevent">Digital Online</a></li> <li id="menu-item-1997" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1997"><a title="Conference" href="https://www.humane-ai.eu/event/?type=conference">Conference</a></li> <li id="menu-item-1996" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1996"><a title="Hackathon" href="https://www.humane-ai.eu/event/?type=Hackathon">Hackathon</a></li> <li id="menu-item-2167" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2167"><a title="Tutorials" href="https://www.humane-ai.eu/event/?type=Tutorials">Tutorials</a></li> <li id="menu-item-1999" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1999"><a title="Workshop" href="https://www.humane-ai.eu/event/?type=workshop">Workshop</a></li> <li id="menu-item-2250" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2250"><a title="Business" href="https://www.humane-ai.eu/event/?type=business">Business</a></li> </ul> </li> <li id="menu-item-884" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-884"><a title="Videos" href="https://www.humane-ai.eu/videos/">Videos</a></li> <li id="menu-item-27" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-27 dropdown"><a title="Community" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Community <span class="caret"></span></a> <ul role="menu" class=" dropdown-menu bullet pull-center"> <li id="menu-item-994" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-994"><a title="Join Community" href="https://www.humane-ai.eu/humaneai-community/">Join Community</a></li> <li id="menu-item-993" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-993"><a title="News" href="/news/">News</a></li> <li id="menu-item-992" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-992"><a title="Blog" href="/blog/">Blog</a></li> <li id="menu-item-2199" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2199"><a title="People" href="https://www.humane-ai.eu/people-list/">People</a></li> <li id="menu-item-28" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-28"><a title="Team" href="https://www.humane-ai.eu/humaneai-people/">Team</a></li> <li id="menu-item-962" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-962"><a title="Partners" href="https://www.humane-ai.eu/partners/">Partners</a></li> <li id="menu-item-2985" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2985"><a title="AI4Europe" href="https://www.humane-ai.eu/ai4europe/">AI4Europe</a></li> </ul> </li> <li id="menu-item-86" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-86 dropdown"><a title="Project" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Project <span class="caret"></span></a> <ul role="menu" class=" dropdown-menu bullet pull-center"> <li id="menu-item-982" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-982"><a title="Workpackages" href="https://www.humane-ai.eu/workpackages/">Workpackages</a></li> <li id="menu-item-863" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-863"><a title="Deliverables" href="https://www.humane-ai.eu/deliverables/">Deliverables</a></li> <li id="menu-item-868" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-868"><a title="Materials" href="https://www.humane-ai.eu/materials/">Materials</a></li> <li id="menu-item-2148" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2148"><a title="Advisory Board" href="https://www.humane-ai.eu/advisory-board/">Advisory Board</a></li> </ul> </li> <li id="menu-item-5288" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5288"><a title="Legacy" href="https://www.humane-ai.eu/about-project/legacy/">Legacy</a></li> </ul></div> </div> </div> </nav> <!-- <div class="container"> --> <div class="container"> <div class="breadcrumbs row"> <div class="col-sm-12"> <a href="/" title="Home"><i class="icon-home"></i></a> <span class="slash">/</span> <a href="/blog/">Blog</a> <span class="slash">/</span> Giuseppe Manco, Research ICAR-CNR </div> </div> </div> <div class="container"> <article id="post-517" class="clearfix post-517 post type-post status-publish format-standard has-post-thumbnail hentry category-blog"> <div class="col-sm-12 col-md-offset-1 col-md-10"> <div class="col-sm-12 col-md-2 entry-meta"> <div class="col-sm-12"> <p class="datetime">August 16, 2019</p> </div> <div class="col-sm-12"> <span class="cat-links"> <a href="https://www.humane-ai.eu/category/blog/" rel="category tag">Blog</a> </span> </div> </div> <div class="col-sm-12 col-md-10"> <h2 class="entry-title"><a href="https://www.humane-ai.eu/giuseppe-manco-research-icar-cnr/" rel="bookmark">Giuseppe Manco, Research ICAR-CNR</a></h2> <figure id="attachment_548" aria-describedby="caption-attachment-548" style="width: 920px" class="wp-caption aligncenter"><a href="http://videolectures.net/humaneai_manco_interview/"><img fetchpriority="high" decoding="async" class="size-large wp-image-548" src="https://www.humane-ai.eu/wp-content/uploads/2019/07/humaneai_manco_interview_01-1170x658.jpg" alt="" width="920" height="517" srcset="https://www.humane-ai.eu/wp-content/uploads/2019/07/humaneai_manco_interview_01-1170x658.jpg 1170w, https://www.humane-ai.eu/wp-content/uploads/2019/07/humaneai_manco_interview_01-390x219.jpg 390w, https://www.humane-ai.eu/wp-content/uploads/2019/07/humaneai_manco_interview_01-768x432.jpg 768w, https://www.humane-ai.eu/wp-content/uploads/2019/07/humaneai_manco_interview_01.jpg 1920w" sizes="(max-width: 920px) 100vw, 920px" /></a><figcaption id="caption-attachment-548" class="wp-caption-text">Giuseppe Manco, Research ICAR-CNR</figcaption></figure> <p>I think the most interesting part according to me; the most interesting part is how to combine symbolic AI let鈥檚 say with differentiable AI. This is essentially useful because there are some aspects which I鈥檓 trying to model within my research, let鈥檚 say for example trying to provide recommended system which is a better impact, let鈥檚 say trying to provide novel stuff to people, you know, or diverse stuff. Let鈥檚 try for example to say, on Spotify, I want to try new things, or Netflix, I want to get a suggestion about a movie that I wasn鈥檛 even aware of, that its totally surprising to me and that I more likely I will like. This essentially means in my opinion trying to inject kind of constraints, kind of new ways of providing this recommendation and trying to avoid to be repetitive or trivial in a sense. It seems to me that this has to mostly to do with the intelligence with a way of trying to encode the ground knowledge about what you can do and what you would like to express and also trying to inject is a machine learning system with machine learning algorithms. This is basically my personal view of how humans or AI can contribute into development of a field. Basically, the essential idea that you can in a sense encode the feelings the emotions, whatever you can model about human, human being and try to directly model it within the machine learning algorithms, within the Artificial Intelligence, with what Artificial Intelligence can deliver back to humans. In a sense it is a two way interaction, you would like to get the most that you can and on the same time you can deliver results that can be very, very well exploitable for people.</p> <p><strong>What would be your blue sky project in AI for Europe?</strong></p> <p>Well it is very well related once again, I would like to have the possibility (03:09, 03:10) that are able to answer or enhance user experience. I am fortunate enough to live in a world where we are all connected people, we use mobile phones, we could do things that we could not do ten years ago, let鈥檚 say for example, I come to Paris and I have a mobile phone and I can find the spot where the workshop is, or I can move the station to the airport, or whatever, to the hotel. This is essentially enhancing user experience. I would be very nice if we could proceed farther. And let鈥檚 say deliver people with stuff people don鈥檛 even know they need it. This is my blue sky project.</p> </div> </div> </article> </div> </div> <!-- </div> --> <!-- /container --> <div class="footer"> <div class="container"> <div class="row"> <div class="col-xs-12 col-sm-12 col-md-12 logomark-row"> <div class="row center"> <div class="col-sm-6 col-lg-3"> <ul> <li class="consortium-logo"> <img src="https://www.humane-ai.eu/wp-content/themes/humaneai-child/img/k4all_100px.png" alt="IDRC Logo"> </li> <li class="with-icon"> <i class="icon-location hidden-xs hidden-sm hidden-md"></i> <h5><a href="https://www.k4all.org/"> Knowledge 4 All Foundation Ltd.</a> </h5> </li> <li>Betchworth House</li> <li>57-65 Station Road</li> <li>Redhill, Surrey, RH1 1DL</li> </ul> </div> <div class="col-sm-6 col-lg-6"> <h2>Humane AI on Social Media</h2> <ul class=""> <li style="padding-left: 4px;"><a href="https://twitter.com/humaneainet">Follow us on Twitter <i class="icon-right-open"></i></a></li> <li style="padding-left: 4px;"><a href="https://www.linkedin.com/company/90859893/admin/feed/posts/">Follow us on LinkedIn <i class="icon-right-open"></i></a></li> <li style="padding-left: 4px;"><a href="https://www.facebook.com/profile.php?id=100089945357753">Follow us on Facebook <i class="icon-right-open"></i></a></li> <li style="padding-left: 4px;"><a href="https://www.ai4europe.eu/ai-community/projects/humane-ai-net">Find us at AI4Europe <i class="icon-right-open"></i></a></li> </ul> </div> </div> <div class="row center eu-byline"> <div class="col-sm-6 col-md-2 col-lg-2 col-lg-offset-2 text-center"> <img style="margin-right: 0" src="https://www.humane-ai.eu/wp-content/themes/humaneai-child/img/eu.jpg" alt="EU Logo"/> </div> <div class="col-sm-6"> <p>This project has received funding from the European Union鈥檚 Horizon 2020 research and innovation programme under grant agreement No 952026.</p> </div> </div> </div> </div> <div class="row"> <div class="col-sm-12 text-center"> <a href="/eu/terms-of-service-and-privacy-policy/">Terms of Service & Privacy Policy</a> | © <a href="https://www.k4all.org/" target="_blank">Knowledge 4 All Foundation</a></div> </div> </div> </div> <script type="text/javascript" src="https://www.humane-ai.eu/wp-content/themes/openingup/js/script.min.js?ver=20201208" id="op-script-js"></script> <script type="text/javascript" src="https://stats.wp.com/e-202508.js" id="jetpack-stats-js" data-wp-strategy="defer"></script> <script type="text/javascript" id="jetpack-stats-js-after"> /* <![CDATA[ */ _stq = window._stq || []; _stq.push([ "view", JSON.parse("{\"v\":\"ext\",\"blog\":\"161946599\",\"post\":\"517\",\"tz\":\"0\",\"srv\":\"www.humane-ai.eu\",\"j\":\"1:13.1.4\"}") ]); _stq.push([ "clickTrackerInit", "161946599", "517" ]); /* ]]> */ </script> <script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-353712-25', 'auto'); ga('send', 'pageview', {'anonymizeIp': true}); </script> </body> </html> <!-- This website is like a Rocket, isn't it? Performance optimized by WP Rocket. Learn more: https://wp-rocket.me - Debug: cached@1739786722 -->