{"id":3365,"date":"2026-09-09T10:30:46","date_gmt":"2026-09-09T07:30:46","guid":{"rendered":"https:\/\/digitalegiz.kz\/?page_id=3365"},"modified":"2026-09-09T11:03:25","modified_gmt":"2026-09-09T08:03:25","slug":"ceii-2025-2","status":"publish","type":"page","link":"https:\/\/digitalegiz.kz\/?page_id=3365&lang=kk","title":{"rendered":"CEII 2025"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3365\" class=\"elementor elementor-3365\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c070da e-flex e-con-boxed e-con e-parent\" data-id=\"8c070da\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a362248 elementor-widget elementor-widget-heading\" data-id=\"a362248\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\ud83d\udd39  CEII 2025 \u2014 Cognitive Engineering & Intelligent Interaction <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8e51de elementor-widget elementor-widget-heading\" data-id=\"a8e51de\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\ud83d\udccd \u0413\u043e\u043d\u043a\u043e\u043d\u0433, \u049a\u044b\u0442\u0430\u0439 \u00b7 \ud83d\udcc5 2025 \u0436\u044b\u043b\u0493\u044b 19\u201321 \u0436\u0435\u043b\u0442\u043e\u049b\u0441\u0430\u043d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ebda56 elementor-widget elementor-widget-text-editor\" data-id=\"9ebda56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0411\u0456\u0437\u0434\u0456\u04a3 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u041a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u0442\u0456 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0438\u044f \u0436\u04d9\u043d\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u0434\u044b \u04e9\u0437\u0430\u0440\u0430 \u04d9\u0440\u0435\u043a\u0435\u0442\u0442\u0435\u0441\u0443 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 8-\u0448\u0456 \u0410\u0437\u0438\u044f\u043b\u044b\u049b \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u0493\u0430 (CEII 2025) \u049b\u0430\u0442\u044b\u0441\u044b\u043f, \u0442\u0430\u043c\u0430\u049b \u04e9\u043d\u0435\u0440\u043a\u04d9\u0441\u0456\u0431\u0456 \u043a\u04d9\u0441\u0456\u043f\u043e\u0440\u043d\u044b\u043d\u044b\u04a3 \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0456 \u0436\u043e\u0431\u0430\u0441\u044b \u0431\u043e\u0439\u044b\u043d\u0448\u0430 (\u0416\u0422\u041d BR24992975) \u0431\u0435\u0441 \u0436\u04b1\u043c\u044b\u0441 \u04b1\u0441\u044b\u043d\u0434\u044b. \u0411\u0430\u044f\u043d\u0434\u0430\u043c\u0430\u043b\u0430\u0440 \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0434\u0456\u04a3 \u0442\u043e\u043b\u044b\u049b \u043a\u043e\u043d\u0442\u0443\u0440\u044b\u043d \u2014 \u0436\u0430\u0431\u0434\u044b\u049b\u0442\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u049b\u043e\u0440\u0493\u0430\u043b\u0493\u0430\u043d \u0442\u04af\u0440\u0434\u0435 \u0431\u0435\u0440\u0443\u0434\u0435\u043d \u0431\u0430\u0441\u0442\u0430\u043f \u0431\u043e\u043b\u0436\u0430\u043c\u0434\u044b \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u0493\u0430, \u04e9\u043d\u0434\u0456\u0440\u0456\u0441\u0442\u0456 \u043e\u04a3\u0442\u0430\u0439\u043b\u0430\u043d\u0434\u044b\u0440\u0443\u0493\u0430 \u0436\u04d9\u043d\u0435 \u0432\u0435\u0431-\u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f\u0493\u0430 \u0434\u0435\u0439\u0456\u043d \u2014 \u049b\u0430\u043c\u0442\u044b\u0434\u044b.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8873350 e-flex e-con-boxed e-con e-parent\" data-id=\"8873350\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9488695 e-grid e-con-full e-con e-child\" data-id=\"9488695\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9b3599 elementor-widget elementor-widget-text-editor\" data-id=\"c9b3599\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>\ud83e\uddea \ud83d\udd2c <strong>\u04b0\u0441\u044b\u043d\u044b\u043b\u0493\u0430\u043d \u0436\u04b1\u043c\u044b\u0441\u0442\u0430\u0440<\/strong><\/h3><p><strong>1-\u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430.<\/strong> <em>\u00abImproving Predictive Maintenance in Bakery Digital Twins: A Hybrid Autoencoder-LSTM Framework with Adaptive Anomaly Thresholding\u00bb<\/em><br \/><strong>\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> Liya Bektemir Erbolkyzy, Nazly Yusubova Vidadikyzy, Bauyrzhan Amirkhanov, Gulshat Amirkhanova, Meruyert Sakypbekova<\/p><p><strong>\u041c\u04d9\u043d\u0456:<\/strong> \u043d\u0430\u043d \u043f\u0456\u0441\u0456\u0440\u0443 \u04e9\u043d\u0434\u0456\u0440\u0456\u0441\u0456\u043d\u0456\u04a3 \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0456\u043d\u0434\u0435 \u0431\u043e\u043b\u0436\u0430\u043c\u0434\u044b \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u049b\u044b\u0437\u043c\u0435\u0442 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443\u0433\u0435 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d \u0433\u0438\u0431\u0440\u0438\u0434\u0442\u0456 Autoencoder-LSTM (HAE-LSTM) \u043c\u043e\u0434\u0435\u043b\u0456. \u0410\u043d\u043e\u043c\u0430\u043b\u0438\u044f\u043b\u0430\u0440\u0434\u044b\u04a3 \u0431\u0435\u0439\u0456\u043c\u0434\u0435\u043b\u0433\u0456\u0448 \u0448\u0435\u0433\u0456 (AAT) \u0442\u0435\u0442\u0456\u0433\u0456 \u0434\u0430\u0442\u0447\u0438\u043a \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0434\u0440\u0435\u0439\u0444\u0456\u043d\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430\u043b\u044b\u049b \u0431\u0435\u0439\u0456\u043c\u0434\u0435\u043b\u0456\u043f, \u0430\u0443\u044b\u0440 \u04e9\u043d\u0434\u0456\u0440\u0456\u0441\u0442\u0456\u043a \u0436\u0430\u0493\u0434\u0430\u0439\u043b\u0430\u0440\u0434\u0430 \u0436\u0430\u043b\u0493\u0430\u043d \u0456\u0441\u043a\u0435 \u049b\u043e\u0441\u044b\u043b\u0443\u043b\u0430\u0440 \u0441\u0430\u043d\u044b\u043d \u0430\u0437\u0430\u0439\u0442\u0430\u0434\u044b.<\/p><p><strong>2-\u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430.<\/strong> <em>\u00abClosed-Loop Digital Twin for Energy-Efficient Scheduling in Food Manufacturing Systems\u00bb<\/em><br \/><strong>\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> Nazly Yusubova, Shyrailym Adilkyzy, Gulshat Amirkhanova, Alina Raeva, Bauyrzhan Amirkhanov, Baizhanova Dina<\/p><p><strong>\u041c\u04d9\u043d\u0456:<\/strong> \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u0442\u0456-\u043e\u049b\u0438\u0493\u0430\u043b\u044b\u049b \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0443\u0434\u0456 (DES), \u0448\u0435\u043a\u0442\u0435\u0443\u043b\u0435\u0440\u043c\u0435\u043d \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u0430\u0443\u0434\u044b (CP-SAT) \u0436\u04d9\u043d\u0435 \u0448\u0435\u0442\u043a\u0456 \u0435\u0441\u0435\u043f\u0442\u0435\u0443\u043b\u0435\u0440\u0434\u0456 \u043d\u0430\u043d \u043f\u0456\u0441\u0456\u0440\u0443 \u04e9\u043d\u0434\u0456\u0440\u0456\u0441\u0456\u043d \u044d\u043d\u0435\u0440\u0433\u0438\u044f \u0442\u0438\u0456\u043c\u0434\u0456 \u0436\u043e\u0441\u043f\u0430\u0440\u043b\u0430\u0443\u0493\u0430 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d \u0442\u04b1\u0439\u044b\u049b \u0431\u0430\u0441\u049b\u0430\u0440\u0443 \u043a\u043e\u043d\u0442\u0443\u0440\u044b\u043d\u0430 \u0431\u0456\u0440\u0456\u043a\u0442\u0456\u0440\u0435\u0442\u0456\u043d \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0434\u0456\u04a3 \u0433\u0438\u0431\u0440\u0438\u0434\u0442\u0456 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u0441\u044b (HDTA).<\/p><p><strong>3-\u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430.<\/strong> <em>\u00abDetection of Industrial Process Anomalies Using Isolation Forest and DBSCAN in a Real Manufacturing Environment\u00bb<\/em><br \/><strong>\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> Shyrailym Adilkyzy, Gulshat Amirkhanova, Liya Bektemir, Bauyrzhan Amirkhanov, Tomiris Nurgazy, Alikhan Amirkhanov<\/p><p><strong>\u041c\u04d9\u043d\u0456:<\/strong> \u043d\u0430\u049b\u0442\u044b \u04e9\u043d\u0434\u0456\u0440\u0456\u0441\u0442\u0456\u043a \u043e\u0440\u0442\u0430\u0434\u0430 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u044f\u043b\u0430\u0440\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443 \u04af\u0448\u0456\u043d \u043c\u04b1\u0493\u0430\u043b\u0456\u043c\u0441\u0456\u0437 \u043e\u049b\u044b\u0442\u0443\u0434\u044b\u04a3 \u0435\u043a\u0456 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0456\u043d \u2014 Isolation Forest \u0436\u04d9\u043d\u0435 DBSCAN \u2014 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u043c\u0430\u043b\u044b \u0442\u0430\u043b\u0434\u0430\u0443, \u043e\u043b\u0430\u0440\u0434\u044b\u04a3 \u0430\u049b\u0430\u0443\u043b\u0430\u0440\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443 \u043c\u0435\u043d \u0436\u0430\u0431\u0434\u044b\u049b\u0442\u044b\u04a3 \u0436\u04b1\u043c\u044b\u0441 \u043a\u04af\u0439\u043b\u0435\u0440\u0456\u043d \u0430\u0439\u049b\u044b\u043d\u0434\u0430\u0443\u0434\u0430\u0493\u044b \u0442\u0438\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u0431\u0430\u0493\u0430\u043b\u0430\u0443.<\/p><p><strong>4-\u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430.<\/strong> <em>\u00abAn AES-GCM\u2013Based Secure Data Path for IIoT Using ESP32, MQTT, and Raspberry Pi\u00bb<\/em><br \/><strong>\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> Bauyrzhan Amirkhanov, Syrym Ismailov, Saltanat Adilzhanova, Alikhan Amirkhanov, Gulshat Amirkhanova, Gulnur Tyulepberdinova<\/p><p><strong>\u041c\u04d9\u043d\u0456:<\/strong> ESP32, MQTT \u0436\u04d9\u043d\u0435 Raspberry Pi \u043d\u0435\u0433\u0456\u0437\u0456\u043d\u0434\u0435\u0433\u0456 IIoT \u04af\u0448\u0456\u043d \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043b\u044b\u049b, \u04e9\u0442\u043f\u0435\u043b\u0456 \u049b\u043e\u0440\u0493\u0430\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0431\u0435\u0440\u0443 \u0430\u0440\u043d\u0430\u0441\u044b. \u049a\u043e\u0441\u044b\u043c\u0448\u0430 \u0434\u0435\u04a3\u0433\u0435\u0439\u0456\u043d\u0434\u0435\u0433\u0456 AES-GCM \u0448\u0438\u0444\u0440\u043b\u0430\u0443 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0456\u043f\u0442\u0456 \u0431\u04b1\u0437\u044b\u043b\u0493\u0430\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u04d9\u0443\u0435\u0441\u049b\u043e\u0439 \u0431\u0440\u043e\u043a\u0435\u0440\u0434\u0435\u043d \u0434\u0435 \u049b\u043e\u0440\u0493\u0430\u0439\u0434\u044b \u2014 TLS \u0442\u0435\u043a \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u0442\u044b \u049b\u043e\u0440\u0493\u0430\u0439\u0442\u044b\u043d \u0436\u0435\u0440\u0434\u0435.<\/p><p><strong>5-\u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430.<\/strong> <em>\u00abWeb-Based Digital Twin Architecture: Integrating the Grafana Analytics Dashboard with a Unity 3D Model\u00bb<\/em><br \/><strong>\u0410\u0432\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> Tomiris Nurgazy, Gulshat Amirkhanova, Yem Vibol (University of Tsukuba, \u0416\u0430\u043f\u043e\u043d\u0438\u044f), Yenlik Faruzkyzy, Gulnur Tyulepberdinova<\/p><p><strong>\u041c\u04d9\u043d\u0456:<\/strong> \u043a\u04af\u0440\u0434\u0435\u043b\u0456 \u0444\u0438\u0437\u0438\u043a\u0430\u043b\u044b\u049b \u0436\u04af\u0439\u0435\u043b\u0435\u0440\u0434\u0456 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0456\u043b\u0435\u0443, \u0442\u0430\u043b\u0434\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043e\u04a3\u0442\u0430\u0439\u043b\u0430\u043d\u0434\u044b\u0440\u0443 \u04af\u0448\u0456\u043d Grafana \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u043f\u0430\u043d\u0435\u043b\u0456\u043d Unity-\u0434\u0435\u0433\u0456 3D-\u043c\u043e\u0434\u0435\u043b\u044c\u043c\u0435\u043d \u0431\u0456\u0440\u0456\u043a\u0442\u0456\u0440\u0435\u0442\u0456\u043d \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0434\u0456\u04a3 \u0432\u0435\u0431-\u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u0441\u044b.<\/p><h3><strong>\ud83c\udfc6 \u049a\u0430\u0442\u044b\u0441\u0443 \u043d\u04d9\u0442\u0438\u0436\u0435\u043b\u0435\u0440\u0456<\/strong><\/h3><ul><li>\ud83d\udcc4 CEII 2025 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0434\u0430\u0440 \u0436\u0438\u043d\u0430\u0493\u044b\u043d\u0430 \u0435\u043d\u0433\u0456\u0437\u0456\u043b\u0433\u0435\u043d, BR24992975 \u0436\u043e\u0431\u0430\u0441\u044b \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u0431\u0435\u0441 \u0431\u0430\u044f\u043d\u0434\u0430\u043c\u0430<\/li><li>\ud83c\udf10 University of Tsukuba-\u043d\u044b (\u0416\u0430\u043f\u043e\u043d\u0438\u044f) \u049b\u043e\u0441\u0430 \u0430\u043b\u0493\u0430\u043d\u0434\u0430, \u0445\u0430\u043b\u044b\u049b\u0430\u0440\u0430\u043b\u044b\u049b \u0431\u0456\u0440\u043b\u0435\u0441\u043a\u0435\u043d \u0430\u0432\u0442\u043e\u0440\u043b\u044b\u049b<\/li><li>\ud83e\udde9 \u0426\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0434\u0456\u04a3 \u0442\u043e\u043b\u044b\u049b \u043a\u043e\u043d\u0442\u0443\u0440\u044b \u04b1\u0441\u044b\u043d\u044b\u043b\u0434\u044b: \u049b\u043e\u0440\u0493\u0430\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0431\u0435\u0440\u0443 (AES-GCM), \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u044f\u043b\u0430\u0440\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443, \u0431\u043e\u043b\u0436\u0430\u043c\u0434\u044b \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043b\u044b\u049b \u049b\u044b\u0437\u043c\u0435\u0442 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443, \u044d\u043d\u0435\u0440\u0433\u0438\u044f \u0442\u0438\u0456\u043c\u0434\u0456 \u0436\u043e\u0441\u043f\u0430\u0440\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u0432\u0435\u0431-\u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f<\/li><li>\ud83d\udcc8 CPS \u0431\u0430\u0441\u043f\u0430\u0441\u044b\u043d\u0434\u0430 EI Compendex \u0436\u04d9\u043d\u0435 Scopus \u0438\u043d\u0434\u0435\u043a\u0441\u0442\u0435\u0443\u0456\u043c\u0435\u043d \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u044b\u043c<\/li><\/ul><hr \/><h3><strong>\ud83d\udcc3 \u0416\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u044b\u043c<\/strong><\/h3><p>\u041c\u0430\u049b\u0430\u043b\u0430\u043b\u0430\u0440 CEII 2025 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0434\u0430\u0440\u044b\u043d\u044b\u04a3 \u0436\u0438\u043d\u0430\u0493\u044b\u043d\u0434\u0430 (Conference Publishing Services, CPS) EI Compendex \u0436\u04d9\u043d\u0435 Scopus \u0438\u043d\u0434\u0435\u043a\u0441\u0442\u0435\u0443\u0456\u043c\u0435\u043d \u0436\u0430\u0440\u0438\u044f\u043b\u0430\u043d\u0434\u044b.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e41b469 e-con-full e-grid e-con e-child\" data-id=\"e41b469\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00af386 elementor-widget elementor-widget-image\" data-id=\"00af386\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"779\" height=\"539\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134.png\" class=\"attachment-large size-large wp-image-2299\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134.png 779w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134-300x208.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134-768x531.png 768w\" sizes=\"(max-width: 779px) 100vw, 779px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f569374 elementor-widget elementor-widget-image\" data-id=\"f569374\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"775\" height=\"537\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136.png\" class=\"attachment-large size-large wp-image-2301\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136.png 775w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136-300x208.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136-768x532.png 768w\" sizes=\"(max-width: 775px) 100vw, 775px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65e5320 elementor-widget elementor-widget-image\" data-id=\"65e5320\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"777\" height=\"538\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/142.png\" class=\"attachment-large size-large wp-image-2302\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/142.png 777w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/142-300x208.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/142-768x532.png 768w\" sizes=\"(max-width: 777px) 100vw, 777px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c25d433 elementor-widget elementor-widget-image\" data-id=\"c25d433\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"775\" height=\"536\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140.png\" class=\"attachment-large size-large wp-image-2303\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140.png 775w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140-300x207.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140-768x531.png 768w\" sizes=\"(max-width: 775px) 100vw, 775px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca6f4fb elementor-widget elementor-widget-image\" data-id=\"ca6f4fb\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"778\" height=\"537\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/138.png\" class=\"attachment-large size-large wp-image-2304\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/138.png 778w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/138-300x207.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/138-768x530.png 768w\" sizes=\"(max-width: 778px) 100vw, 778px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a69459 elementor-widget elementor-widget-image\" data-id=\"0a69459\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"782\" height=\"541\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134_n-1.png\" class=\"attachment-large size-large wp-image-2305\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134_n-1.png 782w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134_n-1-300x208.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/134_n-1-768x531.png 768w\" sizes=\"(max-width: 782px) 100vw, 782px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88f1738 elementor-widget elementor-widget-image\" data-id=\"88f1738\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"780\" height=\"537\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136_l.png\" class=\"attachment-large size-large wp-image-2306\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136_l.png 780w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136_l-300x207.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/136_l-768x529.png 768w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21acfc3 elementor-widget elementor-widget-image\" data-id=\"21acfc3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"776\" height=\"536\" src=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140_s.png\" class=\"attachment-large size-large wp-image-2307\" alt=\"\" srcset=\"https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140_s.png 776w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140_s-300x207.png 300w, https:\/\/digitalegiz.kz\/wp-content\/uploads\/2026\/07\/140_s-768x530.png 768w\" sizes=\"(max-width: 776px) 100vw, 776px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd39 CEII 2025 \u2014 Cognitive Engineering &#038; Intelligent Interaction \ud83d\udccd \u0413\u043e\u043d\u043a\u043e\u043d\u0433, \u049a\u044b\u0442\u0430\u0439 \u00b7 \ud83d\udcc5 2025 \u0436\u044b\u043b\u0493\u044b 19\u201321 \u0436\u0435\u043b\u0442\u043e\u049b\u0441\u0430\u043d \u0411\u0456\u0437\u0434\u0456\u04a3 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u041a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u0442\u0456 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0438\u044f \u0436\u04d9\u043d\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u0434\u044b \u04e9\u0437\u0430\u0440\u0430 \u04d9\u0440\u0435\u043a\u0435\u0442\u0442\u0435\u0441\u0443 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 8-\u0448\u0456 \u0410\u0437\u0438\u044f\u043b\u044b\u049b \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u0493\u0430 (CEII 2025) \u049b\u0430\u0442\u044b\u0441\u044b\u043f, \u0442\u0430\u043c\u0430\u049b \u04e9\u043d\u0435\u0440\u043a\u04d9\u0441\u0456\u0431\u0456 \u043a\u04d9\u0441\u0456\u043f\u043e\u0440\u043d\u044b\u043d\u044b\u04a3 \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0456 \u0436\u043e\u0431\u0430\u0441\u044b \u0431\u043e\u0439\u044b\u043d\u0448\u0430 (\u0416\u0422\u041d BR24992975) \u0431\u0435\u0441 \u0436\u04b1\u043c\u044b\u0441 \u04b1\u0441\u044b\u043d\u0434\u044b. \u0411\u0430\u044f\u043d\u0434\u0430\u043c\u0430\u043b\u0430\u0440 \u0446\u0438\u0444\u0440\u043b\u044b\u049b \u0435\u0433\u0456\u0437\u0434\u0456\u04a3 \u0442\u043e\u043b\u044b\u049b \u043a\u043e\u043d\u0442\u0443\u0440\u044b\u043d \u2014 \u0436\u0430\u0431\u0434\u044b\u049b\u0442\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u049b\u043e\u0440\u0493\u0430\u043b\u0493\u0430\u043d \u0442\u04af\u0440\u0434\u0435&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_post_transparent":"","_kad_post_title":"hide","_kad_post_layout":"fullwidth","_kad_post_sidebar_id":"","_kad_post_content_style":"unboxed","_kad_post_vertical_padding":"hide","_kad_post_feature":"hide","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-3365","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/pages\/3365","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3365"}],"version-history":[{"count":4,"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/pages\/3365\/revisions"}],"predecessor-version":[{"id":3500,"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=\/wp\/v2\/pages\/3365\/revisions\/3500"}],"wp:attachment":[{"href":"https:\/\/digitalegiz.kz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}