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Miriana Somenzi

Miriana Somenzi is a researcher in Artificial Intelligence and Natural Language Processing at ARIADNE Research Infrastructure. Within the ARTEMIS projects, she works with AI models, such as LLMs, and Knowledge Graphs to develop efficient and intelligent solutions that support not only the understanding and management of unstructured cultural data, but also reasoning and predictive capabilities, contributing to the advancement of Heritage Digital Twins.

Resources

  • Enabling Intelligent Services with Knowledge Graphs and AI

    EN
    This resource explores how Knowledge Graphs and Artificial Intelligence can be combined to make complex cultural heritage information more accessible, searchable, and trustworthy. It introduces graph structures, the limitations of Large Language Models, and the ARTEMIS Artemisia Oracle pipeline for transforming unstructured documentation into ontology-aligned knowledge. It also examines vector embeddings, semantic similarity search, natural-language exploration, and the role of structured knowledge and human validation in developing intelligent services for Heritage Digital Twins.
    Authors
    • Aida Himmiche
    • Miriana Somenzi

  • Designing the Backbone of the RHDT using AI and Network Science

    EN
    This resource discusses how the ARTEMIS project combines artificial intelligence, network science, knowledge graphs, and semantic ontologies to transform unstructured cultural heritage data into structured, machine-readable knowledge supporting Reactive Heritage Digital Twins (RHDTs).
    Authors
    • Miriana Somenzi