The KnowWhereGraph : A Large‐Scale Geo‐Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo‐Enrichment
University of Bristol · Wright State University · +8 more institutions
Abstract
ABSTRACT Global challenges such as food supply chain disruptions, public health crises, and natural hazard responses require access to and integration of diverse datasets, many of which are geospatial. Over the past few years, a growing number of (geo)portals have been developed to address this need. However, most existing (geo)portals are stacked by separated or sparsely connected data “silos” impeding effective data consolidation. A new way of sharing and reusing geospatial data is therefore urgently needed. In this work, we introduce KnowWhereGraph, a knowledge graph‐based data integration, enrichment, and synthesis framework that not only includes schemas and data related to human and environmental systems…
Citation impact
- FWCI
- 101.91
- Percentile
- 99%
- References
- 37
Authors
28Topics & keywords
- Knowledge graph
- Data science
- Computer science
- Scale (ratio)
- Graph
- Information retrieval
- Geography
- Theoretical computer science