Heiko Paulheim
Scholar

Heiko Paulheim

Google Scholar ID: SkSl3NkAAAAJ
Professor for Data Science at University of Mannheim, Germany
Knowledge GraphsSemantic WebData MiningMachine Learningdws@uma
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
7,593
 
H-index
39
 
i10-index
130
 
Publications
20
 
Co-authors
194
list available
Contact
Emailheiko.paulheim@uni-mannheim.deTwitterOpen ↗LinkedInOpen ↗
Publications
12 items
Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning
2026
Cited
0
Improving Knowledge Graph Embeddings through Contrastive Learning with Negative Statements
2025
Cited
0
Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings
2025
Cited
0
Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
2025
Cited
0
gpuRDF2vec -- Scalable GPU-based RDF2vec
2025
Cited
0
ExeKGLib: A Platform for Machine Learning Analytics based on Knowledge Graphs
2025
Cited
0
Analysing semantic data storage in Distributed Ledger Technologies for Data Spaces
2025
Cited
0
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
2025
Cited
0
Resume (English only)
Research Experience
  • Serves as a professor at the University of Mannheim, leading research in Web Data Mining.
Background
  • Research interests include Web Data Mining.
Co-authors
194 total
Co-author 1
Co-author 1
Sven Hertling
Sven Hertling
Researcher at University of Mannheim
Co-author 3
Co-author 3
Christian Bizer
Christian Bizer
Professor of Information Systems, University of Mannheim, Germany
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Andreea Iana
Andreea Iana
University of Mannheim
Co-author 8
Co-author 8