{"id":1046,"date":"2024-11-28T15:25:31","date_gmt":"2024-11-28T14:25:31","guid":{"rendered":"https:\/\/demand.nl\/?page_id=1046"},"modified":"2026-04-20T21:44:20","modified_gmt":"2026-04-20T19:44:20","slug":"data-semantics","status":"publish","type":"page","link":"https:\/\/demand.nl\/en\/data-semantics\/","title":{"rendered":"Data Semantics"},"content":{"rendered":"<div class=\"wp-block-group alignfull has-global-padding is-content-justification-center is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--20)\">\n<h2 class=\"wp-block-heading has-text-align-left is-style-default has-background has-large-font-size\" style=\"border-style:none;border-width:0px;border-radius:18px;background-color:#ffe137\">Datasemantics and -modelling as the core of data management, but in view of a changing context.<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded is-style-rounded--1\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"2560\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-scaled.jpg\" alt=\"\" class=\"wp-image-1735\" style=\"aspect-ratio:1;object-fit:cover\" srcset=\"https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-scaled.jpg 1920w, https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-225x300.jpg 225w, https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-768x1024.jpg 768w, https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-1152x1536.jpg 1152w, https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-1536x2048.jpg 1536w, https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-9x12.jpg 9w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h3 class=\"wp-block-heading\" style=\"font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.907), 25px);\"><strong>Lead<\/strong><br>Carla Arauco (Gorilla IT)<\/h3>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-left\"><strong>Topics:<\/strong> Data Spaces, Data veracity, Information Modelling, Ontologies, Concept Mining, Knowledge Graphs<\/h4>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><br><strong>Wat doet de werkgroep?<\/strong><br>In elk vakgebied (van marketing tot onderwijs of pensioenen) gebruiken professionals hun eigen taal. Die taal bepaalt hoe data wordt ge\u00efnterpreteerd. Een kolom in Excel lijkt misschien duidelijk, maar wat betekent deze precies? Zonder gedeelde betekenis ontstaan misverstanden en dat maakt dataverwerking foutgevoelig.&nbsp; Andere groepen mensen kunnen net iets anders bedoelen. <strong>De impact hiervan op de kwaliteit van dataverwerking moet niet onderschat worden.<\/strong><br><br>Deze werkgroep onderzoekt hoe we grip houden op wat mensen bedoelen als ze over data praten. Hoe leg je afspraken vast en hoe kan AI daarbij helpen? Betrek ook de mensen op de werkvloer en uit het management hierbij. Zij spreken de taal van de praktijk. Gesprekken voeren en betekenissen vastleggen is cruciaal om data goed te kunnen gebruiken.<br>Data semantiek helpt om die betekenissen vast te leggen, zodat mensen \u00e9n machines elkaar beter begrijpen. De leden van de werkgroep hebben veel ervaring met semantic modelling zoals ontologie\u00ebn en fact-based modeling.<br>&nbsp;<br><strong>Waarom is dit thema zo belangrijk?<\/strong><br>Het vastleggen van kennis is volgens de werkgroep cruciaal voor de data-intensieve toekomst. In veel organisaties zit waardevolle kennis nog in de hoofden van medewerkers, in documenten en in oude legacy systemen, waardoor informatie verloren gaat. De werkgroep wil dat tij keren door partijen samen te brengen die deze kennis expliciet en bruikbaar kunnen maken. Zo ontstaat een solide basis voor betrouwbare automatisering en kunstmatige intelligentie. Want AI begint niet bij de machine, maar bij het verhaal van de mens. De gebruiker moet precies begrijpen en vastleggen wat de betekenis is vanuit menselijk perspectief. Pas als dat helder is, kan technologie het correct interpreteren en verder ontwikkelen.&nbsp; &nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-width:1px;border-radius:37px;padding-top:0;padding-bottom:0\">\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading alignwide has-text-align-center\"><strong>Deelnemers<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-columns alignfull is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-aa1cd9b9 wp-block-columns-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--2\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"228\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/03\/HAN-merkteken-descriptor.png\" alt=\"\" class=\"wp-image-59\" style=\"object-fit:contain;width:150px;height:150px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-21d4e958 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Stijn Hoppenbrouwers<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\">Lecturer Data &amp; Knowledge Engineering<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--3\"><img loading=\"lazy\" decoding=\"async\" width=\"336\" height=\"206\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/03\/logo-hyster-yale.jpg\" alt=\"\" class=\"wp-image-77\" style=\"object-fit:contain;width:150px;height:150px\" srcset=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/03\/logo-hyster-yale.jpg 336w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/03\/logo-hyster-yale-300x184.jpg 300w\" sizes=\"auto, (max-width: 336px) 100vw, 336px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-63bfd6c1 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Frank Meskes<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\">TCO Engineer<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--4\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"228\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/03\/HAN-merkteken-descriptor.png\" alt=\"\" class=\"wp-image-59\" style=\"object-fit:contain;width:150px;height:150px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-63bfd6c1 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Swarupa Hardikar<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\">PhD Candidate<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--5\"><img loading=\"lazy\" decoding=\"async\" width=\"866\" height=\"650\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/10\/Logo_van_Fontys_Hogeschool.webp\" alt=\"\" class=\"wp-image-373\" style=\"object-fit:contain;width:150px;height:150px\" srcset=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/10\/Logo_van_Fontys_Hogeschool.webp 866w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/10\/Logo_van_Fontys_Hogeschool-300x225.webp 300w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/10\/Logo_van_Fontys_Hogeschool-768x576.webp 768w\" sizes=\"auto, (max-width: 866px) 100vw, 866px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-63bfd6c1 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Petra Heck<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\">Associate Lector AI Engineering<\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--6\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"367\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/12\/GorillaIT-1.png\" alt=\"\" class=\"wp-image-1212\" style=\"object-fit:contain;width:150px;height:150px\" srcset=\"https:\/\/demand.nl\/wp-content\/uploads\/2024\/12\/GorillaIT-1.png 800w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/12\/GorillaIT-1-300x138.png 300w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/12\/GorillaIT-1-768x352.png 768w, https:\/\/demand.nl\/wp-content\/uploads\/2024\/12\/GorillaIT-1-18x8.png 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-21d4e958 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Carla Arauco<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\">Chapter Lead Business Analyst<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-width:1px;border-radius:37px;padding-top:0;padding-bottom:0\">\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading alignwide has-text-align-center\"><\/h3>\n\n\n\n<div class=\"wp-block-columns alignfull is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-aa1cd9b9 wp-block-columns-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image aligncenter size-full is-resized is-style-rounded is-style-rounded--7\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"135\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2026\/04\/DS_logo_standard_300px.png\" alt=\"\" class=\"wp-image-1921\" style=\"object-fit:contain;width:150px;height:150px\" srcset=\"https:\/\/demand.nl\/wp-content\/uploads\/2026\/04\/DS_logo_standard_300px.png 300w, https:\/\/demand.nl\/wp-content\/uploads\/2026\/04\/DS_logo_standard_300px-18x8.png 18w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-21d4e958 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Bob Nieme<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-63bfd6c1 wp-block-group-is-layout-flex\">\n<p>ABN AMRO<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-63bfd6c1 wp-block-group-is-layout-flex\">\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-center has-heading-font-family\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.313), 17px);\"><strong>Michael Hoogkamer<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-21d4e958 wp-block-group-is-layout-flex\">\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-21d4e958 wp-block-group-is-layout-flex\">\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-base-color has-contrast-background-color has-text-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-ef3d885c wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--60);padding-right:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60);padding-left:var(--wp--preset--spacing--60)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:var(--wp--preset--spacing--10)\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-c0d5ccf6 wp-block-group-is-layout-flex\">\n\n\n<p class=\"has-text-align-center has-large-font-size\" style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:0\"><em>\u201cNuances in language need to be understood to be translated in software<\/em>.\u201d <\/p>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/demand.nl\/wp-content\/uploads\/2025\/10\/DEMAND_community-event-25-sep_Carla-150x150.jpg\" alt=\"\" class=\"wp-image-1735\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">Carla Arauco &#8211; Gorilla IT<\/p>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>Datasemantics and -modelling as the core of data management, but in view of a changing context. LeadCarla Arauco (Gorilla IT) Topics: Data Spaces, Data veracity, Information Modelling, Ontologies, Concept Mining, Knowledge Graphs Wat doet de werkgroep?In elk vakgebied (van marketing tot onderwijs of pensioenen) gebruiken professionals hun eigen taal. Die taal bepaalt hoe data wordt [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1046","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/pages\/1046","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/comments?post=1046"}],"version-history":[{"count":20,"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/pages\/1046\/revisions"}],"predecessor-version":[{"id":1924,"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/pages\/1046\/revisions\/1924"}],"wp:attachment":[{"href":"https:\/\/demand.nl\/en\/wp-json\/wp\/v2\/media?parent=1046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}