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Dr. rer. nat. Michael Röder

Senior Researchers

Office
F1.221

Speaking Hours

Monday, 14:00 - 16:00

Always write an e-mail to make an appointment before coming to the office. Otherwise, it is possible that I either won't have time for you or that I am not in the office (even throughout the speaking hours).

Thesis Supervision

I supervised/supported several bachelor and master theses (sorted by the year of submission).

2018

  • FactCheck – An automatic approach to validate facts in a knowledge base
  • Extraction of Linked Data from HTML webpages

2019

  • Grammar-based Compression of RDF Graphs

2020

  • Benchmarking of Dataset Linkage Recommendation Systems based on real-world Linked Data Application Scenarios
  • A Recommender System for Basket Items
  • Generation of Explainable Recommendations for Song Playlists
  • Recommendation System using Embedding Models for Knowledge Graphs

2021

  • Benchmarking of Dataset Linkage Recommendation Systems based on real-world Linked Data Application Scenarios
  • A Recommender System for Basket Items
  • Generation of Explainable Recommendations for Song Playlists
  • Recommendation System using Embedding Models for Knowledge Graphs

2022

  • Evaluation of Search Algorithms in Word and Knowledge Graph Embedding Models
  • Knowledge Graph Embedding Model Ensemble
  • Sedenion-valued Embeddings in Knowledge Graph Fact Validation

2023

  • Algorithm Selection Applied to Fact Validation Ensemble Learning

2024

  • Simulate RDF Graphs: A Simplex Approach
  • Approximate Nearest Neighbour Search in Knowledge Graph Embedding Spaces

Research Interest

I am mainly interested in:

  • Benchmarking Big Linked Data Systems and automatically analyze the results
  • Analyzing Linked Data—especially with respect to its veracity
  • Crawling the Data Web

Reviewing

My little free time seems to be partly consumed by reviewing, e.g.,

Projects

Publications

No papers found