Knowledge Graphs

  1. Applications and Use Cases
    1. Search and Discovery
      1. Query Expansion
        1. Knowledge Panels
        2. Question Answering
          1. Factoid Questions
            1. Complex Questions
              1. Natural Language Processing
                1. Answer Generation
                  1. Conversational Systems
                  2. Recommendation Systems
                    1. Content-Based Filtering
                      1. Collaborative Filtering
                        1. Hybrid Approaches
                          1. Explanation Generation
                          2. Data Integration
                            1. Enterprise Integration
                              1. Cross-Domain Linking
                                1. Data Silos
                                  1. Unified Views
                                  2. Domain-Specific Applications
                                    1. Life Sciences
                                      1. Drug Discovery
                                        1. Biomedical Research
                                          1. Clinical Decision Support
                                          2. Finance
                                            1. Risk Assessment
                                              1. Fraud Detection
                                                1. Regulatory Compliance
                                                2. E-commerce
                                                  1. Product Catalogs
                                                    1. Customer Analytics
                                                      1. Supply Chain
                                                      2. Media and Publishing
                                                        1. Content Management
                                                          1. Metadata Enhancement
                                                            1. Rights Management

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                                                        6. Querying and Reasoning

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                                                        8. Advanced Topics