Knowledge graphs : fundamentals, techniques, and applications
Mayank Kejriwal
Bok · Engelsk · 2021
| Originaltittel | [ Knowledge graphs .] Engelsk
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|---|---|
| Medvirkende | |
| Omfang | xxvii, 530 sider : illustrasjoner
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| Opplysninger | Knowledge Graph Fundamentals ; Introduction to Knowldege Graphs ; Modeling and Representing Knowledge Graphs -- Knowledge Graph Construction ; Domain Discovery ; Named Entity Recognition ; Web Information Extraction ; Relation Extraction ; Nontraditional Information Extraction -- Knowledge Graph Completion ; Instance Matching ; Statistical Relational Learning ; Representation Learning for Knowledge Graphs -- Accessing Knowledge Graphs ; Reasoning and Retrieval ; Structured Querying ; Question Answering -- Knowledge Graph Ecosystems ; Linked Data ; Enterprise and Government ; Knowledge Graphs and Ontologies in Science ; Knowledge Graphs for Domain-Specific Social Impact.. - "Fundamental techniques and state-of-the-art methods in constructing, adding knowledge to, and deriving insights from large-scale and medium-scale knowledge graphs derived from noisy, real-world data"--
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| Emner | |
| Dewey | |
| ISBN | 9780262045094
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