F1-knowledge-base

Developing knowledge graph for Formula One racing

Project structure

• data_extractor - Python module for automated Formula One racing series data extraction. See README.md in this directory for more information.
• knowledge-base-data-importer - Python module for filling existing ontology with data. Also contains filled graph verification using SHACL, VoID generation and some SPARQL requests.
• graph-embeddings - Jupyter notebook for graph embeddings generation and predicting links with them.
• documentation.html - HTML documentation for ontology generated with pyLODE.
• F1_knowledge_base_presentation.pdf - Presentation for this project.
• ontology.owl - OWL ontology for Formula One racing (not populated with individuals).
• ontology-with-individuals.owl - OWL ontology for Formula One racing (populated with individuals).
• shapes.ttl - Turtle file with graph shapes used for SHACL verification.
• VoID.owl - VoID generated for ontology.