Lectures related to Understanding Knowledge Graphs

Distributed Information Systems: Overview and Challenges

Covers Distributed Information Systems challenges, including autonomy, heterogeneity, trust evaluation, and privacy protection.

Nexus Forge: Building and Using Knowledge Graphs Made Easy MOOC: Simulation Neurocience

Explores Nexus Forge, a tool for creating and utilizing knowledge graphs effortlessly.

Semantic Web: Knowledge Representation

Explores Semantic Web concepts, RDF syntax, and knowledge representation using RDF statements and Schema.org.

Neuroinformatics, Text Mining MOOC: Simulation Neurocience

Explores text mining in neuroinformatics to extract brain connectivity data and annotate model parameters from scientific literature.

Semantic Modelling: Tabular Data and RDF

Introduces semantic modelling through tabular data and RDF, covering relational databases, schema migration, future-proof schemata, SPARQL querying, and metaknowledge limitations.

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Understanding Big Data in Neuroscience MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Delves into Big Data in neuroscience, analyzing large datasets and addressing challenges in data organization, standardization, integration, and visualization.

In Silico Neuroscience: Data Reproducibility and Reusability

Emphasizes data reproducibility and reusability in in silico neuroscience, focusing on neuroinformatics tools and methods.

Neuroinformatics: Ontologies MOOC: Simulation Neurocience

Explores the role of ontologies in neuroscience, focusing on organizing data and defining entity properties.

Ontology Engineering: Concepts and Applications

Covers ontology as a knowledge repository with agreed-upon meanings, evolution, continuous updating, and smart ontology design.

Theory and Ontology: Understanding Physical Theories and Ontological Frameworks

Explores the connection between physical theories and empirical data, contrasting standard quantum mechanics with Newtonian Mechanics' explicit ontology of particles in space.

Allen Human Brain Atlas: Basic Search and Visualization Functions

Offers a tutorial on the Allen Human Brain Atlas for searching and visualizing gene expression data.

Causal Inference: Estimands and Ontologies

Explores causal inference, emphasizing the importance of committing to an ontology for drawing causal inferences and selecting appropriate estimands.

Temporal Entities: Modeling Time and Space

Explores universal ontologies, Wikidata, time modeling, clocks, calendars, and CIDOC-CRM.

Nexus Delta: Managing Data and Knowledge Graph Lifecycle MOOC: Simulation Neurocience

Covers the management of data and knowledge graph lifecycle using Nexus Delta.

City, Territory, Landscape

Delves into the relationship between architecture, landscape, and territory, exploring critical reviews of architectural projects and the concept of ruins.

Philosophy of Space and Time: Ontology and Dynamics

Examines philosophical perspectives on space, time, laws of nature, and dynamics.

Automated Reasoning in Practice

Explores practical automated reasoning systems like TPTP, TSTP, and CASC, emphasizing the importance of consistency and future developments.

Semantic Web & Information Extraction Log in to Mediaspace to watch this video

Explores Semantic Web, ontologies, information extraction, key phrases, named entities, and knowledge bases.

Semantic Web: Overview and Tools Log in to Mediaspace to watch this video

Explores the Semantic Web, ontologies, schema mapping, RDF, and knowledge graphs.