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ORCIDKnowledge Graphs and Big Data Processing 2020
- Valentina Janev
, Damien Graux, Hajira Jabeen, Emanuel Sallinger:
Knowledge Graphs and Big Data Processing. Lecture Notes in Computer Science 12072, Springer 2020, ISBN 978-3-030-53198-0
Foundations
- Valentina Janev:
Ecosystem of Big Data. 3-19 - Luigi Bellomarini, Emanuel Sallinger, Sahar Vahdati:
Knowledge Graphs: The Layered Perspective. 20-34 - Hajira Jabeen:
Big Data Outlook, Tools, and Architectures. 35-55
Architecture
- Anastasia Dimou:
Creation of Knowledge Graphs. 59-72 - Kemele M. Endris, Maria-Esther Vidal, Damien Graux:
Federated Query Processing. 73-86 - Luigi Bellomarini, Emanuel Sallinger, Sahar Vahdati:
Reasoning in Knowledge Graphs: An Embeddings Spotlight. 87-101
Methods and Solutions
- Hajira Jabeen, Damien Graux, Gezim Sejdiu:
Scalable Knowledge Graph Processing Using SANSA. 105-121 - Mayesha Tasnim, Diego Collarana, Damien Graux, Maria-Esther Vidal:
Context-Based Entity Matching for Big Data. 122-146
Applications
- Valentina Janev, Dea Pujic, Marko Jelic, Maria-Esther Vidal:
Survey on Big Data Applications. 149-164 - Dea Pujic, Marko Jelic, Nikola Tomasevic, Marko C. Batic:
Case Study from the Energy Domain. 165-180
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