{"id":4437,"date":"2022-07-11T07:49:16","date_gmt":"2022-07-11T07:49:16","guid":{"rendered":"https:\/\/www.coala-h2020.eu\/?page_id=4437"},"modified":"2023-05-16T12:52:11","modified_gmt":"2023-05-16T12:52:11","slug":"cognitive-advisor","status":"publish","type":"page","link":"https:\/\/www.coala-h2020.eu\/index.php\/cognitive-advisor\/","title":{"rendered":"Cognitive Advisor"},"content":{"rendered":"\n<section id=\"gm549c7aa\" class=\"wp-block-gutentor-m3 section-gm549c7aa gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm62b416f\" class=\"wp-block-gutentor-m4 section-gm62b416f gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm3a49cc\" class=\"wp-block-gutentor-m4-col col-gm3a49cc gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm3a49cc\" class=\"section-gm3a49cc gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">Cognitive Advisor Service<\/mark><\/h4>\n\n\n\n<h1 class=\"wp-block-heading\"><mark style=\"background-color:#58bd7c\" class=\"has-inline-color has-white-color\">Assistance for on-the-job-training of factory workers<\/mark><\/h1>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmd2343a\" class=\"wp-block-gutentor-m4-col col-gmd2343a gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gmd2343a\" class=\"section-gmd2343a gutentor-col-wrap\">\n<div id=\"section-g6547d2\" class=\"wp-block-gutentor-e6 section-g6547d2 gutentor-element gutentor-element-image\"><div class=\"gutentor-element-image-box\"><div class=\"gutentor-image-thumb\"><img decoding=\"async\" class=\"normal-image\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2022\/08\/Advice-1.png\"\/><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm5d107b2\" class=\"wp-block-gutentor-m3 section-gm5d107b2 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm7d6b1b2\" class=\"wp-block-gutentor-m4 section-gm7d6b1b2 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm379dd7\" class=\"wp-block-gutentor-m4-col col-gm379dd7 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm379dd7\" class=\"section-gm379dd7 gutentor-col-wrap\">\n<p class=\"has-text-align-center\">Cognitive Advisor Service aims to support operators in troubleshooting, facilitate on-the-job training for novices, and provide production analytics to production managers. This service allows easy access to relevant training material, knowledge, and insights through the mobile app\u2019s text, voice, and graphical user interface. <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-center\">The Cognitive Advisor can acquire knowledge from expert users to facilitate the update of the training material. These cognitive capabilities are made possible by the Cognitive Advisor\u2019s context awareness in combination with its mapping of human-understandable concepts in its knowledge representation.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<p class=\"has-text-align-center\">The Cognitive Advisor offers four main features:<\/p>\n\n\n\n<section id=\"gm7b2bbec\" class=\"wp-block-gutentor-m4 section-gm7b2bbec gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm9b1742\" class=\"wp-block-gutentor-m4-col col-gm9b1742 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm9b1742\" class=\"section-gm9b1742 gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\">AI-Powered Cognitive Advisor for Knowledge Discovery and Transfer <\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm7cb389\" class=\"wp-block-gutentor-m4-col col-gm7cb389 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm7cb389\" class=\"section-gm7cb389 gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\">Tacit knowledge discovery and storage in a knowledge base<\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm9e3029\" class=\"wp-block-gutentor-m4-col col-gm9e3029 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm9e3029\" class=\"section-gm9e3029 gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\">On-the-job training for novice operators<\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm9e97bc\" class=\"wp-block-gutentor-m4-col col-gm9e97bc gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm9e97bc\" class=\"section-gm9e97bc gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\">Context-aware cognitive assistance<\/h5>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<p class=\"has-text-align-center\">The <a rel=\"noreferrer noopener\" href=\"https:\/\/www.coala-h2020.eu\/index.php\/dia-core\/\" target=\"_blank\">COALA Digital Intelligent Assistant<\/a> functions to connect with the cognitive advisor service that accesses shop-floor data (e.g., machinery location, production rates, production issues) and adapts the learning progress to the user. For example, a novice worker can interact with the&nbsp;COALA&nbsp;cognitive assistant in natural language&nbsp;and request solutions to problems based on knowledge collected from experienced workers. This will enable machine operators and production-line managers to become effective faster, which will speed up changes in manufacturing (e.g., agile manufacturing).&nbsp;<br><br>Complementary to the technology, we are also developing an education and training concept that focuses on building blue-collar worker competencies in human-AI collaboration. Ultimately, the&nbsp;COALA&nbsp;solution will transform how workers perform their jobs while enabling companies to maintain, or even increase, the quality of their production processes and their products.<\/p>\n<\/div><\/section>\n\n\n\n<section id=\"gm03e25ac\" class=\"wp-block-gutentor-m3 section-gm03e25ac gutentor-module gutentor-container-cover\"><div class=\"grid-container\">\n<h2 class=\"has-text-align-center wp-block-heading\">Videos<\/h2>\n\n\n\n<section id=\"gm69af972\" class=\"wp-block-gutentor-m4 section-gm69af972 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm620f8d\" class=\"wp-block-gutentor-m4-col col-gm620f8d gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm620f8d\" class=\"section-gm620f8d gutentor-col-wrap\"><\/div><\/div>\n\n\n\n<div id=\"col-gm063aff\" class=\"wp-block-gutentor-m4-col col-gm063aff gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm063aff\" class=\"section-gm063aff gutentor-col-wrap\">\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"nv-iframe-embed\"><iframe loading=\"lazy\" hcb-fetch-image-from=\"https:\/\/www.youtube.com\/watch?v=63WNwPUeQyI\" title=\"COALA Digital Intelligent Assistant with Cognitive Advisor feature for Production Line Operators\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/63WNwPUeQyI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><figcaption class=\"wp-element-caption\">COALA Cognitive Advisor for Production Line Operators<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm2be0c5\" class=\"wp-block-gutentor-m4-col col-gm2be0c5 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm2be0c5\" class=\"section-gm2be0c5 gutentor-col-wrap\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"nv-iframe-embed\"><iframe loading=\"lazy\" hcb-fetch-image-from=\"https:\/\/youtu.be\/p_VFb4349Lg\" title=\"COALA On-the-job Training Assistant for Textile Workers\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/p_VFb4349Lg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><figcaption class=\"wp-element-caption\">COALA On-the-job Training Assistant for Textile Workers<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmc77f12\" class=\"wp-block-gutentor-m4-col col-gmc77f12 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gmc77f12\" class=\"section-gmc77f12 gutentor-col-wrap\"><\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmd938520\" class=\"wp-block-gutentor-m3 section-gmd938520 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<h2 class=\"has-text-align-center wp-block-heading\">Public Deliverables<\/h2>\n\n\n\n<section id=\"gmb19d1e3\" class=\"wp-block-gutentor-m4 section-gmb19d1e3 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm68010d\" class=\"wp-block-gutentor-m4-col col-gm68010d gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm68010d\" class=\"section-gm68010d gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/ncld.ips.biba.uni-bremen.de\/s\/LkgM8BLiMmmgn7q\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"40\" height=\"40\" class=\"wp-image-1071\" style=\"width: 40px;\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2020\/09\/faviconsmall-01.png\" alt=\"\"><\/a><\/p>\n\n\n\n<h5 class=\"has-text-align-center wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-btn-bg-hover-color\"><a rel=\"noreferrer noopener\" href=\"https:\/\/ncld.ips.biba.uni-bremen.de\/s\/LkgM8BLiMmmgn7q\" target=\"_blank\">Cognitive Advisor Service<\/a><\/mark><\/h5>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gma0f0f89\" class=\"wp-block-gutentor-m3 section-gma0f0f89 gutentor-module gutentor-container-cover\"><div class=\"grid-container\">\n<h2 class=\"has-text-align-center wp-block-heading\">Scientific Publications<\/h2>\n\n\n\n<section id=\"gmcaa09ab\" class=\"wp-block-gutentor-m4 section-gmcaa09ab gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmbe076d\" class=\"wp-block-gutentor-m4-col col-gmbe076d gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gmbe076d\" class=\"section-gmbe076d gutentor-col-wrap\">\n<p><a href=\"https:\/\/doi.org\/10.1145\/3543829.3544516\">Samuel Kernan Freire, Evangelos Niforatos, Zoltan Rusak, Doris Aschenbrenner, and Alessandro Bozzon. 2022. A Conversational User Interface for Instructional Maintenance Reports. In Proceedings of the 4th Conference on Conversational User Interfaces (CUI &#8217;22). Association for Computing Machinery, New York, NY, USA, Article 5, 1\u20136.<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm8eeb447\" class=\"wp-block-gutentor-m4 section-gm8eeb447 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm75a49e\" class=\"wp-block-gutentor-m4-col col-gm75a49e gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm75a49e\" class=\"section-gm75a49e gutentor-col-wrap\">\n<p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9976331\" data-type=\"URL\" data-id=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9976331\" target=\"_blank\" rel=\"noreferrer noopener\">Kernan Freire, S., Surendranadha Panicker, S., Ruiz-Arenas, S., Rusak Z., &amp; Niforatos, E. (2022). A Cognitive Assistant for Operators: AI-Powered Knowledge Sharing about&nbsp;Complex&nbsp;Systems. Submitted to IEEE Pervasive, Special Issue on Human-Centred.<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm4b1cb6d\" class=\"wp-block-gutentor-m4 section-gm4b1cb6d gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gma49411\" class=\"wp-block-gutentor-m4-col col-gma49411 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gma49411\" class=\"section-gma49411 gutentor-col-wrap\">\n<p><a href=\"https:\/\/doi.org\/10.1145\/3544549.3585755\" data-type=\"URL\" target=\"_blank\" rel=\"noreferrer noopener\">S. Kernan Freire, C. Wang, S. Ruiz-Arenas, and E. Niforatos. 2023. Tacit Knowledge Elicitation for Shop-floor Workers with an Intelligent Assistant. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA \u201923), April 23\u201328, 2023, Hamburg, Germany. ACM, New York, NY, USA, 7 pages. <\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gmbce318f\" class=\"wp-block-gutentor-m4 section-gmbce318f gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm125957\" class=\"wp-block-gutentor-m4-col col-gm125957 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm125957\" class=\"section-gm125957 gutentor-col-wrap\">\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/doi.org\/10.1145\/3581641.3584042\" data-type=\"URL\" target=\"_blank\">Samuel Kernan Freire, Evangelos Niforatos, Chaofan Wang, Santiago Ruiz-Arenas, Mina Foosherian, Stefan Wellsandt, and Alessandro Bozzon. 2023. Lessons Learned from Designing and Evaluating CLAICA: A Continuously Learning AI Cognitive Assistant. In 28th International Conference on Intelligent User Interfaces (IUI 2023), March 27\u201331, 2023, Sydney, NSW, Australia.<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gmc70c87b\" class=\"wp-block-gutentor-m4 section-gmc70c87b gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm7e49f0\" class=\"wp-block-gutentor-m4-col col-gm7e49f0 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm7e49f0\" class=\"section-gm7e49f0 gutentor-col-wrap\">\n<p><a href=\"https:\/\/doi.org\/10.1145\/3544549.3577044\" data-type=\"URL\" target=\"_blank\" rel=\"noreferrer noopener\">S. Kernan Freire. 2023. The Human Factors of AI-Empowered Knowledge Sharing. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA \u201923), April 23\u201328, 2023, Hamburg, Germany. ACM, New York, NY, USA, 5 pages.<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-4437","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"neve-blog":false},"uagb_author_info":{"display_name":"Stefan Wellsandt","author_link":"https:\/\/www.coala-h2020.eu\/index.php\/author\/wel\/"},"uagb_comment_info":0,"uagb_excerpt":null,"_links":{"self":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/4437","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/comments?post=4437"}],"version-history":[{"count":43,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/4437\/revisions"}],"predecessor-version":[{"id":5352,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/4437\/revisions\/5352"}],"wp:attachment":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/media?parent=4437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}