https://github.com/fusi3/knowledge_graphs_coursework

Worked on creating triples for an ontology, equivalence mapping 2 ontologies and running OWL2Vec
https://github.com/fusi3/knowledge_graphs_coursework

knowledge-graph owl-ontology sparql triples word-embeddings

Last synced: about 1 month ago
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Worked on creating triples for an ontology, equivalence mapping 2 ontologies and running OWL2Vec

• Host: GitHub
• URL: https://github.com/fusi3/knowledge_graphs_coursework
• Owner: fusi3
• Created: 2024-07-12T16:15:46.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-12T20:07:44.000Z (6 months ago)
• Last Synced: 2024-07-13T19:12:07.650Z (6 months ago)
• Topics: knowledge-graph, owl-ontology, sparql, triples, word-embeddings
• Language: Jupyter Notebook
• Homepage:
• Size: 159 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# knowledge_graphs_coursework

Worked on using the pizza onotology and dataset to create triple structures and build a graph that would be queryable through SPARQL. Manual work was reduced as much as possible by using SPARQL and dataframe manipulations to extract classes and create triples. Two different onotologies were also equivalenced mapped using string similarity and OWL2Vec was used for cosine similarity. 

For the embeddings using OWL2Vec, while the python notebook (Word Embeddings) has been uploaded, it will not run without additional scripts. This is a view only. The other notebook can be run.