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Toolkit for educational knowledge graphs

Rahul Das

Qiong Cheng

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Motivations

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  • The Applications of Knowledge Graphs in the world
    • Google - Search Engine
    • Amazon - Recommendation System
    • Apple - Siri

  • The topic of the project
    • Focuses on data driven education
    • Working with real world data

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  • Interesting Technologies
    • Working with new/niche technologies

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Backgrounds

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  • TypeDB environment
    • understanding how TypeQL works
    • basic syntax of creating a schema
    • writing queries to make inferences
    • Learning how to use TypeDB Studio

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  • Entity Relationship Models and Property Graphs
    • Understand different kinds of graph relationships for schema design reasons

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  • Knowledge Graphs
    • Understanding the basics and use cases of a knowledge graph

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  • Java, Python and JSON files
    • Needed for data migration

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Current Progress

  • Made the Schema for the TypeDB database
  • Successfully migrated data from the Neo4j

database into the TypeDB database

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Data in Database

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Future Plans

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  • Focus on the scalability of the database

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  • Start the inferring process

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Thank You

Q & A