MindLab

Last updated on Mar 14, 2020
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Umutcan Serles
Umutcan Serles
Postdoctoral Researcher

I’m a researcher at STI Innsbruck research group at the Department of Computer Science of University of Innsbruck. My research interests include Semantic Web and Services, schema.org, Linked Open Data, Knowledge Graphs, Dialog Systems.

Publications

Domain-Specific Customization of Schema.Org Based on SHACL
Schema.org is a widely adopted vocabulary for semantic annotation of web resources. However, its generic nature makes it complicated …
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Semantic Web Empowered E-Tourism
Smart speakers such as Alexa and later Google Home have introduced Artificial Intelligence (AI) into millions, soon to be billions of …
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Knowledge Graphs: Methodology, Tools and Selected Use Cases
This book describes methods and tools that empower information providers to build and maintain knowledge graphs, including those for …
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Towards a Knowledge Graph Lifecycle: A pipeline for the population of a commercial Knowledge Graph
This paper is a use case report for the population architecture of a commercial Knowledge Graph. We introduce our pilots and their …
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RocketRML - A NodeJS Implementation of a Use-Case Specific RML Mapper
The creation of Linked Data from raw data sources is, in theory, no rocket science (pun intended). Depending on the nature of the input …
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Verification and validation of semantic annotations
In this paper, we propose a framework to perform verification and validation of semantically annotated data. The annotations, extracted …
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Events

How to build large knowledge graphs efficiently (LKGT)
Nov 2, 2020 2:00 PM — 6:00 PM Athen, online
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Building a Knowledge Graph from schema.org Annotations
May 4, 2020 3:00 PM — Apr 5, 2020 7:00 PM New York, NY, USA (virtual)
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