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Tidsskrift
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Bog, 2021
Knowledge graphs : fundamentals, techniques, and applications (engelsk)
Details
Description
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.
Content
Latest edition, bogIntroduction to knowledge graphs
Modeling and representing knowledge graphs
Domain discovery
Named entity recognition
Web information extraction
Relation extraction
Nontraditional information extraction
Instance matching
Statistical relational learning
Representation learning for knowledge graphs
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