{"id":3951,"date":"2022-01-20T15:00:28","date_gmt":"2022-01-20T15:00:28","guid":{"rendered":"https:\/\/www.coala-h2020.eu\/?page_id=3951"},"modified":"2023-05-16T12:40:06","modified_gmt":"2023-05-16T12:40:06","slug":"dia-core","status":"publish","type":"page","link":"https:\/\/www.coala-h2020.eu\/index.php\/dia-core\/","title":{"rendered":"DIA Core"},"content":{"rendered":"\n<section id=\"gm8266f9d\" class=\"wp-block-gutentor-m3 section-gm8266f9d gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gmc84f2eb\" class=\"wp-block-gutentor-m4 section-gmc84f2eb gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm3297c9\" class=\"wp-block-gutentor-m4-col col-gm3297c9 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm3297c9\" class=\"section-gm3297c9 gutentor-col-wrap\">\n<div style=\"height:85px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">Digital Intelligent Assistant Core<\/mark><\/h4>\n\n\n\n<h1 class=\"has-huge-font-size wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">Intelligent, voice-enabled, mobile user interface<\/mark><\/h1>\n<\/div><\/div>\n\n\n\n<div id=\"col-gma02124\" class=\"wp-block-gutentor-m4-col col-gma02124 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gma02124\" class=\"section-gma02124 gutentor-col-wrap\">\n<div id=\"section-g5c241b\" class=\"wp-block-gutentor-e6 section-g5c241b 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\/2023\/05\/Coala-Demo-1-scaled.jpg\"\/><\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm082f71b\" class=\"wp-block-gutentor-m3 section-gm082f71b gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gmd19222d\" class=\"wp-block-gutentor-m4 section-gmd19222d gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmf1da7b\" class=\"wp-block-gutentor-m4-col col-gmf1da7b gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gmf1da7b\" class=\"section-gmf1da7b gutentor-col-wrap\">\n<p class=\"has-text-align-center\">Digital Intelligent Assistant Core &#8211; <strong>DIA Core<\/strong> &#8211; represents the intelligent, voice-enabled, mobile user interface with reliable language processing, mobile usage, and secure integration in the production IT landscape. <\/p>\n\n\n\n<p class=\"has-text-align-center\">The DIA Core bases on the open source, privacy focused assistant,&nbsp;Mycroft, and will feature <strong>four <\/strong>actions:<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gmf2e95d2\" class=\"wp-block-gutentor-m4 section-gmf2e95d2 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm2ca89f\" class=\"wp-block-gutentor-m4-col col-gm2ca89f gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm2ca89f\" class=\"section-gm2ca89f gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\"><strong>\u201cExplain\u201d<\/strong> to build trust<\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm82f00d\" class=\"wp-block-gutentor-m4-col col-gm82f00d gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm82f00d\" class=\"section-gm82f00d gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\"><strong>\u201cAdvice\u201d<\/strong> to help users perform their tasks<\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gme95b26\" class=\"wp-block-gutentor-m4-col col-gme95b26 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gme95b26\" class=\"section-gme95b26 gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\"><strong>\u201cPredict\u201d<\/strong> to inform about future events<\/h5>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm72cc49\" class=\"wp-block-gutentor-m4-col col-gm72cc49 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm72cc49\" class=\"section-gm72cc49 gutentor-col-wrap\">\n<h5 class=\"has-text-align-center wp-block-heading\"><strong>\u201cInform\u201d<\/strong> to provide facts and resource status<\/h5>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm3d0aded\" class=\"wp-block-gutentor-m4 section-gm3d0aded gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm118c73\" class=\"wp-block-gutentor-m4-col col-gm118c73 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm118c73\" class=\"section-gm118c73 gutentor-col-wrap\">\n<p class=\"has-text-align-center\">We will extend the Mycroft\u2019s existing functions to meet manufacturing requirements, such as time criticality, reliability when dealing with factory noise, safety when giving advice to workers and security in business environment. It will provide evidence that an open digital assistant can support manufacturing.&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">The DIA Core conversational agent team consists of the voice-enabled digital assistant,&nbsp;Mycroft, and a connected chatbot built with the Rasa framework. Bot agents complement each other and make COALA&#8217;s core infrastructure flexible and powerful in terms of Natural Language Understanding and Dialog Management.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-css-opacity has-background\" style=\"background-color:#afafaf;color:#afafaf\"\/>\n\n\n\n<section id=\"gmda161ec\" class=\"wp-block-gutentor-m4 section-gmda161ec gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmf65660\" class=\"wp-block-gutentor-m4-col col-gmf65660 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gmf65660\" class=\"section-gmf65660 gutentor-col-wrap\">\n<p class=\"has-text-align-center\">DIA Core system design focuses on <strong>five<\/strong> elements:<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm652b38c\" class=\"wp-block-gutentor-m4 section-gm652b38c gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm8271b9\" class=\"wp-block-gutentor-m4-col col-gm8271b9 gutentor-single-column  grid-lg-2m3 grid-md-12 grid-12\"><div id=\"section-gm8271b9\" class=\"section-gm8271b9 gutentor-col-wrap\">\n<h4 class=\"has-text-align-center wp-block-heading\"><em>Subjective satisfaction<\/em><\/h4>\n\n\n\n<p class=\"has-text-align-center\">users find the system pleasant and appropriate<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm7d998c\" class=\"wp-block-gutentor-m4-col col-gm7d998c gutentor-single-column  grid-lg-2m3 grid-md-12 grid-12\"><div id=\"section-gm7d998c\" class=\"section-gm7d998c gutentor-col-wrap\">\n<h4 class=\"has-text-align-center wp-block-heading\"><em>Ease of appropriation<\/em><\/h4>\n\n\n\n<p class=\"has-text-align-center\">users can remember easily how to use the system<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmd37a7a\" class=\"wp-block-gutentor-m4-col col-gmd37a7a gutentor-single-column  grid-lg-2m3 grid-md-12 grid-12\"><div id=\"section-gmd37a7a\" class=\"section-gmd37a7a gutentor-col-wrap\">\n<h4 class=\"has-text-align-center wp-block-heading\"><em>Reliability<\/em><\/h4>\n\n\n\n<p class=\"has-text-align-center\">users cannot make too many or too severe errors and can recover easily<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm633893\" class=\"wp-block-gutentor-m4-col col-gm633893 gutentor-single-column  grid-lg-2m3 grid-md-12 grid-12\"><div id=\"section-gm633893\" class=\"section-gm633893 gutentor-col-wrap\">\n<h4 class=\"has-text-align-center wp-block-heading\"><em>Ease of learning<\/em><\/h4>\n\n\n\n<p class=\"has-text-align-center\"> new users can achieve their goals easily <\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm3e1dc6\" class=\"wp-block-gutentor-m4-col col-gm3e1dc6 gutentor-single-column  grid-lg-2m3 grid-md-12 grid-12\"><div id=\"section-gm3e1dc6\" class=\"section-gm3e1dc6 gutentor-col-wrap\">\n<h4 class=\"has-text-align-center wp-block-heading\"><em>Efficiency<\/em><\/h4>\n\n\n\n<p class=\"has-text-align-center\"> users can perform tasks quickly through an easy process <\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm2696d77\" class=\"wp-block-gutentor-m3 section-gm2696d77 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=\"gm6480f03\" class=\"wp-block-gutentor-m4 section-gm6480f03 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm022acc\" class=\"wp-block-gutentor-m4-col col-gm022acc gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm022acc\" class=\"section-gm022acc 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:\/\/www.youtube.com\/watch?v=82SZb4PBcPU\" title=\"Anatomy of a Digital Assistant - COALA Presentation at APMS 2021\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/82SZb4PBcPU?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\">Anatomy of a Digital Assistant<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm739335\" class=\"wp-block-gutentor-m4-col col-gm739335 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm739335\" class=\"section-gm739335 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:\/\/www.youtube.com\/watch?v=tsi7GWEv59U\" title=\"COALA Voice - enabled Digital Intelligent Assistant for Manufacturing - Second Prototype Demo\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/tsi7GWEv59U?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 Voice \u2013 enabled Digital Intelligent Assistant for Manufacturing \u2013 Second Prototype Demo<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm3e93ca\" class=\"wp-block-gutentor-m4-col col-gm3e93ca gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm3e93ca\" class=\"section-gm3e93ca 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:\/\/www.youtube.com\/watch?v=tsi7GWEv59U\" title=\"COALA Voice - enabled Digital Intelligent Assistant for Manufacturing - Second Prototype Demo\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/tsi7GWEv59U?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 Voice \u2013 enabled Digital Intelligent Assistant for Manufacturing \u2013 First Prototype Demo<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm1f70535\" class=\"wp-block-gutentor-m3 section-gm1f70535 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=\"gm12ffe8b\" class=\"wp-block-gutentor-m4 section-gm12ffe8b gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm24ba6f\" class=\"wp-block-gutentor-m4-col col-gm24ba6f gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm24ba6f\" class=\"section-gm24ba6f gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/09\/03_COALA_Public-Deliverable_D2.2-Mycroft-core-demo.pdf\" 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\/e8McciNweq4a8Zt\" data-type=\"URL\" data-id=\"https:\/\/ncld.ips.biba.uni-bremen.de\/s\/e8McciNweq4a8Zt\" target=\"_blank\">Digital intelligent assistant core for manufacturing demonstrator \u2013 intermediate version<\/a><\/mark><\/h5>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmc7dacb\" class=\"wp-block-gutentor-m4-col col-gmc7dacb gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gmc7dacb\" class=\"section-gmc7dacb gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/10\/COALA_D2.5_Mycroft-core-demo.pdf\" 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\/S8W8dmm2ei4RbGw\" data-type=\"URL\" data-id=\"https:\/\/ncld.ips.biba.uni-bremen.de\/s\/S8W8dmm2ei4RbGw\" target=\"_blank\">Digital intelligent assistant core for manufacturing demonstrator \u2013 final version<\/a><\/mark><\/h5>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm460a726\" class=\"wp-block-gutentor-m3 section-gm460a726 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=\"gmf026594\" class=\"wp-block-gutentor-m4 section-gmf026594 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm47966f\" class=\"wp-block-gutentor-m4-col col-gm47966f gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm47966f\" class=\"section-gm47966f gutentor-col-wrap\">\n<p><a href=\"https:\/\/doi.org\/10.1145\/3568444.3568454\">M. Foosherian, S. K. Freire, E. Niforatos, K. A. Hribernik, and K.D. Thoben. 2022. Break, Repair, Learn, Break Less: Investigating User Preferences for Assignment of Divergent Phrasing Learning Burden in Human-Agent Interaction to Minimize Conversational Breakdowns. In 21th International Conference on Mobile and Ubiquitous Multimedia (MUM 2022), November 27\u201330, 2022, Lisbon, Portugal. ACM, New York, NY, USA, 8 pages. https:\/\/doi.org\/10.1145\/3568444.3568454<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm3ec76dc\" class=\"wp-block-gutentor-m4 section-gm3ec76dc gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm99cf5f\" class=\"wp-block-gutentor-m4-col col-gm99cf5f gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm99cf5f\" class=\"section-gm99cf5f gutentor-col-wrap\">\n<p><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-16411-8_59\">S. Wellsandt, M. Foosherian, K. Lepenioti, M. Fikardos, G. Mentzas &amp; K.D Thoben. (2022). Supporting Data Analytics in Manufacturing with a Digital Assistant. In IFIP International Conference on Advances in Production Management Systems(pp. 511-518). Springer, Cham.<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm02a0a2d\" class=\"wp-block-gutentor-m4 section-gm02a0a2d gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm4055fe\" class=\"wp-block-gutentor-m4-col col-gm4055fe gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm4055fe\" class=\"section-gm4055fe gutentor-col-wrap\">\n<p><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-16411-8_58\" target=\"_blank\" rel=\"noreferrer noopener\">A. Bousdekis,  G. Mentzas, D. Apostolou &amp; S. Wellsandt. (2022). Evaluation of AI-based Digital Assistants in Smart Manufacturing. International Conference Advances in Production Management Systems (APMS 2022).<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm4c6d572\" class=\"wp-block-gutentor-m4 section-gm4c6d572 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gme70d88\" class=\"wp-block-gutentor-m4-col col-gme70d88 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gme70d88\" class=\"section-gme70d88 gutentor-col-wrap\">\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/doi.org\/10.1007\/978-3-030-85910-7_34\" target=\"_blank\">Wellsandt, Stefan; Rusak, Zoltan; Ruiz Arenas, Santiago; Aschenbrenner, Doris; Hribernik, Karl A.; Thoben, Klaus-Dieter: <\/a><a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3718008\">Concept of a Voice-Enabled Digital Assistant for Predictive Maintenance in Manufacturing (2020). TESConf 2020 &#8211; 9th International Conference on Through-life Engineering Services<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm42166d0\" class=\"wp-block-gutentor-m4 section-gm42166d0 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm97d40c\" class=\"wp-block-gutentor-m4-col col-gm97d40c gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm97d40c\" class=\"section-gm97d40c gutentor-col-wrap\">\n<p><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-85910-7_32\">Bousdekis A. et al. (2021) Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics. In: Dolgui A., Bernard A., Lemoine D., von Cieminski G., Romero D. (eds) Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. APMS 2021. IFIP Advances in Information and Communication Technology, vol 633. Springer, Cham. <\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm765772a\" class=\"wp-block-gutentor-m4 section-gm765772a gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmc43541\" class=\"wp-block-gutentor-m4-col col-gmc43541 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gmc43541\" class=\"section-gmc43541 gutentor-col-wrap\">\n<p><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-85910-7_34\">Wellsandt S., Hribernik K., Thoben KD. (2021) Anatomy of a Digital Assistant. In: Dolgui A., Bernard A., Lemoine D., von Cieminski G., Romero D. (eds) Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. APMS 2021. IFIP Advances in Information and Communication Technology, vol 633. Springer, Cham. <\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gmdb7f525\" class=\"wp-block-gutentor-m4 section-gmdb7f525 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gma6b266\" class=\"wp-block-gutentor-m4-col col-gma6b266 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gma6b266\" class=\"section-gma6b266 gutentor-col-wrap\">\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2405896321007047\">Wellsandt, S., K. Klein, K. Hribernik. M. Lewandowski, A. Bousdekis, G. Mentzas, K-D. Thoben: (2021) Towards Using Digital Intelligent Assistants to Put Humans in the Loop of Predictive Maintenance Systems : INCOM 2021<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gme395342\" class=\"wp-block-gutentor-m4 section-gme395342 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmb30bda\" class=\"wp-block-gutentor-m4-col col-gmb30bda gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gmb30bda\" class=\"section-gmb30bda gutentor-col-wrap\">\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1367578822000165\">Wellsandt, S., Klein, K., Hribernik, K., Lewandowski, M., Bousdekis, A., Mentzas, G., &amp; Thoben, K. D.: Hybrid-augmented Intelligence in Predictive Maintenance with Digital Intelligent Assistants (2022) Annual Reviews in Control<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"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-3951","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":"Indah Lengkong","author_link":"https:\/\/www.coala-h2020.eu\/index.php\/author\/len\/"},"uagb_comment_info":0,"uagb_excerpt":null,"_links":{"self":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/3951","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/comments?post=3951"}],"version-history":[{"count":44,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/3951\/revisions"}],"predecessor-version":[{"id":5347,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/3951\/revisions\/5347"}],"wp:attachment":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/media?parent=3951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}