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A Semantic Knowledge Graph of European Mountain Value Chains.
Valentina Bartalesi1, Gianpaolo Coro2, Emanuele Lenzi1
1Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" del Consiglio Nazionale delle Ricerche (ISTI-CNR), Pisa, 56124, Italy.
Rural depopulation threatens mountain heritage and economies. This study introduces a novel knowledge graph detailing 454 European mountain value chains to understand and address these challenges.
Area of Science:
- Environmental Science
- Sociology
- Economics
- Geospatial Information Science
Background:
- Global rural populations are declining, with significant impacts on mountain regions.
- Mountain areas are crucial for European goods supply and face threats to cultural heritage, well-being, and economic sustainability.
- Understanding the multifaceted effects of depopulation in these vital regions is essential.
Purpose of the Study:
- To develop a comprehensive, geospatially explicit semantic knowledge graph of European mountain value chains.
- To provide a structured resource for analyzing the economic, environmental, and societal dimensions of mountain areas.
- To facilitate the exploration of territorial complexities and the discovery of new knowledge to mitigate rural depopulation.
Main Methods:
- Construction of a large-scale, structured knowledge graph using ontology-based semantic modeling.
- Semi-automatic data compilation from unstructured information provided by mountain area expert scholars.
- Development of narrative representations for value chains within the graph.
Main Results:
- Creation of the first large-size, structured collection of information on 454 European mountain value chains.
- The knowledge graph enables exploration through interactive Story Maps and a semantic Web service.
- Semantic queries demonstrate the graph's capability to reveal territorial complexities and new insights.
Conclusions:
- The developed knowledge graph offers a powerful tool for understanding European mountain value chains.
- It supports the exploration of environmental, societal, territorial, and economic aspects crucial for addressing depopulation.
- This resource can aid in developing strategies to sustain mountain communities and their heritage.
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