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Understanding Knowledge Graphs

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Related lectures (57)

Semantic Web: Ontologies and RDF Modeling Log in to Mediaspace to watch this video

Covers the creation and encoding of ontologies, modeling RDF statements, syntax, and classification.

Knowledge Representation: Semantics and Data Structures Log in to Mediaspace to watch this video

Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.

Semantic Web: Knowledge Graphs Log in to Mediaspace to watch this video

Explores knowledge representation, information extraction, and the Semantic Web vision, emphasizing standardization, mapping, and ontologies in structuring data.

Semantic Web Resources Log in to Mediaspace to watch this video

Explores popular ontologies and knowledge bases like WordNet, WikiData, Google Knowledge Graph, and Schema.org, as well as Linked Open Data sets.

Connecting the Dots in Circular Lifecycle Management Log in to Mediaspace to watch this video

Explores Circular Lifecycle Management, Zero Defect Manufacturing, Big Data Analytics, and Predictive Maintenance in industrial processes.

Knowledge Inference Log in to Mediaspace to watch this video

Explores knowledge inference, embedding techniques, and schema matching in data integration.

Neuroscience Data Analysis Log in to Mediaspace to watch this video

Explores neuroscience data analysis, emphasizing structured data, computational tools, and the trend of computational neuroscience as a service.

Foundations of Information Systems: Course Overview and Key Concepts Log in to Mediaspace to watch this video

Introduces the course on information systems, covering its structure, objectives, and foundational concepts essential for understanding data management and decision-making.

Multiagent Systems: Planning and Coordination Log in to Mediaspace to watch this video

Explores the use of multi-agent systems for planning, coordination, and task assignment among heterogeneous agents.

Closed-Loop Lifecycle Management Log in to Mediaspace to watch this video

Explores Closed-Loop Lifecycle Management, Circular Economy, and Zero Defect Manufacturing strategies for sustainable development.

Total scattering and PDF analysis Log in to Mediaspace to watch this video

Explores total scattering and PDF analysis in materials science, covering in-situ synthesis, data analysis techniques, and applications in host-guest systems.

Distributed Information Systems: Overview and Course Information Log in to Mediaspace to watch this video

Covers key concepts of Distributed Information Systems and course logistics.

Fracture Mechanics: Crack Growth and Weakest Link Log in to Mediaspace to watch this video

Explores fracture mechanics, crack growth, and the weakest link theory, emphasizing the statistical distribution of crack sizes and the significance of the largest crack in material failure.

Untitled Log in to Mediaspace to watch this video

Quantum Chemistry Log in to Mediaspace to watch this video

Covers eigenvalues, eigenfunctions, Hermitian operators, and the measurement of observables in quantum chemistry.

Homogenization Theory: Isotropic Phases and Laminated Plates Log in to Mediaspace to watch this video

Explores the rigorous bounds on effective properties of isotropic phases and laminated plates.

Clustering Evaluation Log in to Mediaspace to watch this video

Explores clustering evaluation using the RAND index and ontologies, followed by classic clustering algorithms.

Data Warehouses and Decision Support Systems Log in to Mediaspace to watch this video

Explores data warehouses, decision support systems, OLAP, data lakes, multidimensional data models, and query optimizations.

Common Source Amplifier: LTSPICE Log in to Mediaspace to watch this video

Covers the analysis of a common source amplifier using LTSPICE, focusing on the maximum amplitude of the AC signal.

Fracture Analysis: Energy and Mechanics Log in to Mediaspace to watch this video

Explores macroscopic energy analysis of fracture, focusing on unstable crack growth and energy mechanics.

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