Graphs are Fundamental to Modern AI Systems

Artificial Intelligence (AI) is poised to drive the next wave of technological disruption across nearly every industry. Just like previous technology revolutions in web and mobile, however, there will be winners and losers based on who can harness this technology for a true competitive advantage.

Neo4j customers are demonstrating that graph databases bring tremendous value to AI and machine learning projects, especially in the area of knowledge graphs. Because of their structure, knowledge graphs add essential context for AI applications by capturing facts related to people, processes, applications, data and things, and the relationships among them. They also capture evidence that can be used to attribute the strengths of these relationships.

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Fast Track

  • eBay’s ShopBot Delivers Recommendations with Artificial Intelligence and Neo4j

    eBay’s Chief Product Officer explains how he turned to graph software because existing product searches and recommendation engines were unable to provide contextual information within a shopping request.

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  • Ernst & Young: Knowledge Graphs, the Path to Enterprise AI

    Knowledge graphs are a foundation of artificial intelligence. This presentation includes a range of how-to information for building an enterprise knowledge graph, including how to recognize graph problems.

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  • Neo4j & Expero: Lower Risk and Stop Fraud Using Graph-Enhanced Machine Learning and AI

    Understand how successful financial services, banks and retailers are using graph technology and embedding intelligence to quickly identify risk and fraud patterns as they evolve.

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Popular Use Cases that Combine AI and Graphs

Knowledge Graphs

Provide Rich Context for AI

AI Visibility

Human-Friendly Graph Visualization

Graph System of Record

Maintain a Source of Connected AI Truth

Graph-Enhanced AI Models—Learning

Faster, More Accurate Development

Graph-Enhanced AI Models—Execution

Operationalize Real-Time OLAP and Monitoring

Graph Analytics

Enrich AI Inputs with Graph Algorithms


Datanami: Why Graph as Foundational to AI
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Computer Business Review: Creating The Most Sophisticated Recommendations Using Native Graphs
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Neo4j & Expero, Inc.: Thwart Fraud Using Graph-Enhanced Machine Learning and AI
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Neo4j Machine Learning Extensions
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David Mack on Medium: Review Prediction with Neo4j and Tensorflow
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Neo4j Community, Machine Learning, Graphs, and Fake News Epidemic
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