Semantic Web: Knowledge Graphs

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Related lectures (33)

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.

Information Extraction & Knowledge Inference Log in to Mediaspace to watch this video

Explores information extraction, knowledge inference, taxonomy induction, and entity disambiguation.

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.

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

Covers Distributed Information Systems, key tasks, methods, projects, evaluation, and exam support.

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.

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.

Clustering Evaluation Log in to Mediaspace to watch this video

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

Information Extraction: Bootstrapping Log in to Mediaspace to watch this video

Explores Information Extraction approaches like hand-written patterns and distant supervision, with examples of entity pairs matching patterns.

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.

Introduction to Data Science Log in to Mediaspace to watch this video

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

Entity-Relationship Model Log in to Mediaspace to watch this video

Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.

Untitled Log in to Mediaspace to watch this video

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