From Quality Reports to Knowledge Graphs: a Case Study on CSV-to-KG Transformation

The construction of Knowledge Graphs (KGs) often demands substantial manual effort and domain expertise, especially when converting structured data formats like CSV files into KGs. Recent advancements in Large Language Models (LLMs) offer promising avenues to simplify this process through prompt engineering.

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Published
2025-05-08
DOI
https://doi.org/10.1145/3701716.3717809
Primary Topic
Business Process Modeling and Analysis
Type
article
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article

From Quality Reports to Knowledge Graphs: a Case Study on CSV-to-KG Transformation

Maria Angela Pellegrino, Gabriele Tuozzo
Business Process Modeling and Analysis
article

From Quality Reports to Knowledge Graphs: a Case Study on CSV-to-KG Transformation

Maria Angela Pellegrino, Gabriele Tuozzo
article en

Abstract

The construction of Knowledge Graphs (KGs) often demands substantial manual effort and domain expertise, especially when converting structured data formats like CSV files into KGs. Recent advancements in Large Language Models (LLMs) offer promising avenues to simplify this process through prompt engineering.

University of Salerno (IT)
Openalex Percentile: Top 81%
Business Process Modeling and Analysis
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From Quality Reports to Knowledge Graphs: a Case Study on CSV-to-KG Transformation — Maria Angela Pellegrino, Gabriele Tuozzo · (2025) | TGRS Research Map | TGRS