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Hybride KI mit Machine Learning und Knowledge Graphs

Seit den 2010er Jahren hat die Künstliche Intelligenz (KI) durch Erfolge im Machine Learning (ML) einen enormen Schub erfahren. Einerseits durch die stark angewachsene Menge verfügbarer digitaler Daten un…

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Buch

Tassilo Weller
Die Macht der Ambivalenz

Beim Umgang mit persönlichem Wissen stellt sich die Frage, wie Gedanken und persönliche Zusammenhänge mit Hilfe von Medien langfristig abgelegt, wiederverwendet, kommuniziert und maschinell weiterverarbei…

lieferbar ab 14.8.2025.

Buch

Yizhou Sun, Kewei Cheng
Knowledge Graph Reasoning

This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds. To…

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Buch

Dieter Fensel, Umutcan Serles
An Introduction to Knowledge Graphs

This textbook introduces the theoretical foundations of technologies essential for knowledge graphs. It also covers practical examples, applications and tools. Knowledge graphs are the most recent answer …

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Buch

Heiko Paulheim, Jan Portisch, Petar Ristoski
Embedding Knowledge Graphs with RDF2vec

This book explains the ideas behind one of the most well-known methods for knowledge graph embedding of transformations to compute vector representations from a graph, known as RDF2vec. The authors descri…

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Knowledge Graphs and Semantic Web

This book constitutes the refereed proceedings of the 6th International Conference on Knowledge Graphs and Semantic Web, KGSWC 2024, held in Paris, France, during December 11-13, 2024.The 22 full papers a…

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Knowledge Graph-Based Methods for Automated Driving

The global race to develop and deploy automated vehicles is still hindered by significant challenges, with the related complexities requiring multidisciplinary research approaches. Knowledge Graph-Based M…

lieferbar innerhalb 1-2 Wochen

Buch

Alessandro Negro, Vlastimil Kus, Giuseppe Futia, Fabio Montagna
Knowledge Graphs and Llms in Action

Knowledge graphs help understand relationships between the objects, events, situations, and concepts in your data so you can readily identify important patterns and make better decisions. This book provid…

lieferbar ab 26.8.2025.

Buch

Natural Scientific Language Processing and Research Knowledge Graphs

This Open Access book constitutes the refereed proceedings of the First International Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, NSLP 2024, held in Hersonissos, Cret…

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Buch

János Abonyi, Tamás Ruppert, László Nagy
Ontology-Based Development of Industry 4.0 and 5.0 Solutions for Smart Manufacturing and Production

This book presents a comprehensive framework for developing Industry 4.0 and 5.0 solutions through the use of ontology modeling and graph-based optimization techniques. With effective information manageme…

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Buch

The Semantic Web - ISWC 2024

This three-volume set constitutes the proceedings of the 23rd International Semantic Web Conference, ISWC 2023, held in Hanover, MD, USA, during November 11-15, 2024.The 44 full papers presented in these …

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Buch

The Semantic Web - ISWC 2024

This three-volume set constitutes the proceedings of the 23rd International Semantic Web Conference, ISWC 2023, held in Hanover, MD, USA, during November 11-15, 2024.The 44 full papers presented in these …

lieferbar innerhalb 2-3 Wochen

Buch

The Semantic Web - ISWC 2024

This three-volume set constitutes the proceedings of the 23rd International Semantic Web Conference, ISWC 2023, held in Hanover, MD, USA, during November 11-15, 2024.The 44 full papers presented in these …

lieferbar innerhalb 2-3 Wochen

Buch

Philipp Scharpf
Mathematical Entity Linking Methods and Applications

This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (MathEL) for STEM disciplines, addressing the limitations of current Information Retrieva…

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Buch

The Semantic Web

The two-volume set LNCS 14664 and 14665 constitutes the refereed proceedings of the 21st International Conference on The Semantic Web, ESWC 2024, held in Hersonissos, Crete, Greece, during May 26-30, 2024…

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Buch

The Semantic Web

The two-volume set LNCS 14664 and 14665 constitutes the refereed proceedings of the 21st International Conference on The Semantic Web, ESWC 2024, held in Hersonissos, Crete, Greece, during May 26-30, 2024…

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Buch

Tek Raj Chhetri
Improving Decision Making Using Semantic Web Technologies

As technology becomes integral to our lives, its influence on decision making in smart cities, healthcare, and manufacturing is undeniable. However, challenges such as limited contextual awareness, domain…

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Buch

Michael Flor
Automatic Question Generation

This book provides an overview of the fundamentals of Automatic Question Generation (AQG) for computational linguistics researchers, test developers, and educators. The author presents a variety of AQG sy…

lieferbar ab 1.6.2025.

Buch

Advances on Graph-Based Approaches in Information Retrieval

This book constitutes the refereed proceedings of the First International Workshop on Graph-Based Approaches in Information Retrieval, IRonGraphs 2024, held in Glasgow, UK, on March 24, 2024.The 6 full pa…

lieferbar innerhalb 2-3 Wochen

Buch

Alexander Paulus
Semi-Automated Refinement of Semantic Models

Berichte aus der Informatik

Semantic models provide a formalized understanding of the contexts of datasets, facilitating a unified interpretation of data by both humans and machines. These models are an essential component of knowle…

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