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Related lectures (30)

Matrix Factorization: Information Extraction Log in to Mediaspace to watch this video

Explores matrix factorization for information extraction, Bayesian ranking, and relation embeddings.

Knowledge Inference Log in to Mediaspace to watch this video

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

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.

Information Systems: Overview Log in to Mediaspace to watch this video

Covers the overview of information systems, data modeling, managing data, and the distinction between data and information.

Knowledge Inference: Entity Disambiguation and Graph Embeddings Log in to Mediaspace to watch this video

Explores entity disambiguation, graph embeddings, scoring functions, and learning methods.

Entity Disambiguation Log in to Mediaspace to watch this video

Explores Entity Disambiguation, linking text mentions to a knowledge base, coherence in entity graphs, and Personalized PageRank.

Data-Driven Sustainability: Representing Knowledge & Decision-Making Log in to Mediaspace to watch this video

Explores data-driven sustainability, emphasizing the importance of data representation in design and manufacturing processes.

Information Extraction: Algorithms and Techniques Log in to Mediaspace to watch this video

Explores algorithms and techniques for information extraction, including Viterbi algorithm, named entities recognition, and distant supervision.

Sustainability Assessment of Urban Systems Log in to Mediaspace to watch this video

Covers sustainability assessment in urban systems, exploring origins, key events, eco-efficiency, ethical relationships, and sustainability principles.

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