Carsten Draschner

PhD Student
Computer Science Institute
University of Bonn

Profiles: LinkedIn, Xing

Room 1.068
Endenicher Allee 19a, 53115 Bonn
University of Bonn, Computer Science

carsten.draschner@uni-bonn.de

Short CV


Carsten Felix Draschner is a PhD Research Fellow at the University of Bonn in Smart Data Analytics. He is working in the group ‘Distributed Semantics Analytics’ that deals with distributed analytics, machine learning, and big data. He did his Bachelors and Masters in Computer Science with the focus on Intelligent Systems. He worked for the Research Institute for Discrete Mathematics Bonn, Federal Financial Supervisory Authority of Germany and as Data Scientist in a Cologne AI Startup.

Research Interests


  • Machine Learning
  • Knowledge Graphs
  • Data Science for Social Good
  • Artificial Intelligence Creativity
  • Distributed Computing
  • Big Data
  • Data Mining and Data Analysis

Projects


Publications


2021

Draschner, Carsten Felix; Stadler, Claus; Moghaddam, Farshad Bakhshandegan; Lehmann, Jens; Jabeen, Hajira

DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs Inproceedings

In: CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pp. 4465–4474, ACM, 2021.

Links | BibTeX

Moghaddam, Farshad Bakhshandegan; Draschner, Carsten; Lehmann, Jens; Jabeen, Hajira

Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor Inproceedings

In: Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 6-9, 2021, pp. 74–88, IOS Press, 2021.

Links | BibTeX

Draschner, Carsten Felix; Lehmann, Jens; Jabeen, Hajira

DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs Inproceedings

In: 15th IEEE International Conference on Semantic Computing, ICSC 2021, Laguna Hills, CA, USA, January 27-29, 2021, pp. 333–336, IEEE, 2021.

Links | BibTeX