Creating Dashboards for Decision-Making using an LLM and Knowledge Graph-Driven Approach
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2025
Type of student thesis
Master
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11 - Student thesis
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Hochschule für Wirtschaft FHNW
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Olten
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Abstract
This master’s thesis addresses the inefficiency of manual dashboard creation for digital twins (DT) of telecommunications network management systems (TNMS). It develops and evaluates an AI-driven pipeline that uses a large language model (LLM) augmented by a domain-specific knowledge graph (KG) and retrieval mechanisms (RAG) to automate the generation of dashboards in a compatible format.
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English
Created during FHNW affiliation
Yes
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Review
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Citation
Sherif, K. (2025). Creating Dashboards for Decision-Making using an LLM and Knowledge Graph-Driven Approach [Hochschule für Wirtschaft FHNW]. https://irf.fhnw.ch/handle/11654/54864