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Copyright © 2019, Oracle and/or its affiliates. All rights reserved. | Building and Visualising Enterprise-Ready Knowledge Graphs in the Cloud Emma Thomas Principal Solutions Engineer Oracle A-team Collaboration between Semantic Web Company and Oracle

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Page 1: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Building and Visualising Enterprise-Ready Knowledge Graphs in the Cloud Emma Thomas Principal Solutions Engineer Oracle A-team

Collaboration between Semantic Web Company and Oracle

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Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Safe Harbor Statement

The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, timing, and pricing of any features or functionality described for Oracle’s products may change and remains at the sole discretion of Oracle Corporation.

Confidential – Oracle Internal/Restricted/Highly Restricted

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Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Confidential – Oracle Internal/Restricted/Highly Restricted 3

Page 4: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

• Parallel load, inference, query

• Compression & partitioning

• Triple-level Label security

• W3C standards compliance

• Semantic Indexing of text

• Enterprise Manager, Data Guard Support, High Availability

• Support for Open Source (Development framework, ontology editing, visualization)

• On-premise, Oracle Database Cloud Service (DBCS), Exadata Cloud Service, Exadata Cloud at Customer

Oracle Database RDF Semantic Graph Database

• SPARQL-Jena/Joseki

• SQL/graph query, B-tree indexing

• Ontology assisted SQL query

• RDFS, OWL2 RL, EL, SKOS • User-defined rules • Incremental, parallel reasoning • User-defined inferencing • Plug-in architecture

Load / Storage

Query

Reasoning

• Semantic indexing framework • Integration with

• OBIEE, Oracle R Enterprise • Oracle Data Mining

Analytics

• Native RDF graph data store

• Manages billions of triples

• Optimized storage architecture

• RDF Views on Relational Data

Page 5: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

• World’s fastest data loading performance

• World’s fastest query performance

• Worlds fastest inference performance

• Massive scalability: 1.08 trillion edges

• Platform: Oracle Exadata X4-2 Database Machine

• Source: w3.org/wiki/LargeTripleStores

Oracle Database can load, query and inference millions of RDF graph edges

per second

0.00

0.50

1.00

1.50

2.00

Query Load Inference

1.13

1.42 1.52

Millions of triples per second

Big Data Graph Benchmark 1 Trillion Triple RDF Benchmark with Oracle Spatial and Graph

5

Page 6: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

• Relational2RDF (R2RML)

• Support for Protégé

• Support for Apache Jena, Fuseki

• Natural Language Processing Extraction (partners)

Transform & Modeling Tools

• RDF/OWL Data Management

• SQL & SPARQL Query

• OWL Inferencing

• Semantic Rules, Semantic Indexing

• Scalability & Security

• Java, HTTP access, JSON, XML output, SPARKL Graph visualization (Cytoscape)

• Oracle Advanced Analytics (R, Mining), Oracle Business Intelligence (OBIEE)

• Map (GIS) Visualization

Load, Query

& Inference

Applications & Analysis Tools

Other Data Formats

RSS, email

Transaction Systems

Data Sources

Unstructured Content

Oracle Database Spatial and Graph Tooling

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Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

RDF Graph on Oracle Cloud

GraphViews Thesaurus Server

Demo Semantic Graph Visualisation with Oracle RDF and PoolParty Thesaurus Server and Graphviews

Page 8: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Semantic Middleware Configurator – Thesaurus Editor

Confidential – Oracle Internal/Restricted/Highly Restricted 8

Page 9: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Semantic GraphViews with Oracle RDF and PoolParty

Confidential – Oracle Internal/Restricted/Highly Restricted 9

Page 10: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

• Parallel load, inference, query

• Compression & partitioning

• Triple-level Label security

• W3C standards compliance

• Semantic Indexing of text

• Enterprise Manager, Data Guard Support, High Availability

• Support for Open Source (Development framework, ontology editing, visualization)

• On-premise, Oracle Database Cloud Service (DBCS), Exadata Cloud Service, Exadata Cloud at Customer

Oracle Database RDF Semantic Graph Database

Page 11: Building and Visualising Enterprise-Ready Knowledge Graphs ... › sites › 2019.semantics.cc › files › Oracle_… · Building and Visualising Enterprise-Ready Knowledge Graphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |

Confidential – Oracle Internal/Restricted/Highly Restricted 11