{"id":372,"date":"2026-01-12T12:32:44","date_gmt":"2026-01-12T12:32:44","guid":{"rendered":"https:\/\/greenbeat.tu-sofia.bg\/?post_type=publication&p=372"},"modified":"2026-01-12T12:32:44","modified_gmt":"2026-01-12T12:32:44","slug":"towards-5g-6g-data-harmonization-through-nlp-and-semantic-web-technologies","status":"publish","type":"publication","link":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/publication\/towards-5g-6g-data-harmonization-through-nlp-and-semantic-web-technologies\/","title":{"rendered":"Towards 5G\/6G Data Harmonization through NLP and Semantic Web Technologies"},"content":{"rendered":"

Towards 5G\/6G Data Harmonization through NLP and Semantic Web Technologies<\/span><\/h1><\/div><\/div><\/div>\n\n\n
<\/div>\n\n\n

Abstract<\/span><\/h2><\/div><\/div><\/div>\n\n\n

Telecommunication systems utilize several mechanisms to collect data from 5G\/6G-enabled IoT. In the 5G\/6G community, various AI techniques and tools are applied to 5G\/6G data to monitor, predict, and make decisions. Therefore, 5G\/6G data must be interoperable for monitoring, prediction, and decision support systems. However, 5G\/6G data are typically mapped in local data models for local applications, which poses challenges to using them in different or cross-domain applications due to a lack of interoperability issues. In this paper, we propose an approach to support and enhance the interoperability of 5G\/6G data through NLP and Semantic Web technologies to achieve 5G\/6G data harmonization.<\/p>\n\n\n

Authors<\/span><\/h2><\/div><\/div><\/div>\n\n\n

Mandeep Singh; Moatasim Mahmoud; Rizou Stamatia; Zaharias D. Zaharis; Pavlos I. Lazaridis; Vladimir K. Poulkov<\/p>\n\n\n

Venue<\/span><\/h2><\/div><\/div><\/div>\n\n\n

2024 Advanced Topics on Measurement and Simulation (ATOMS)<\/p>\n\n\n

Links<\/span><\/h2><\/div><\/div><\/div>\n\n\n

https:\/\/ieeexplore.ieee.org\/abstract\/document\/10921618<\/a><\/p>\n\n\n

Keywords<\/span><\/h2><\/div><\/div><\/div>\n\n\n

5G\/6G data; QoE; interoperability; data harmonization; knowledge graph<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Mandeep Singh; Moatasim Mahmoud; Rizou Stamatia; Zaharias D. Zaharis; Pavlos I. Lazaridis; Vladimir K. Poulkov<\/p>\n","protected":false},"template":"","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"class_list":["post-372","publication","type-publication","status-publish","hentry"],"uagb_featured_image_src":[],"uagb_author_info":{"display_name":"greenbeat_admin","author_link":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Mandeep Singh; Moatasim Mahmoud; Rizou Stamatia; Zaharias D. Zaharis; Pavlos I. Lazaridis; Vladimir K. Poulkov","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/wp-json\/wp\/v2\/publication\/372","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/wp-json\/wp\/v2\/types\/publication"}],"wp:attachment":[{"href":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/wp-json\/wp\/v2\/media?parent=372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}