Dirk Neumann
Scholar

Dirk Neumann

Google Scholar ID: LpLshWAAAAAJ
Albert-Ludwigs-Universität Freiburg
Information SystemsBusiness AnalyticsMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,860
 
H-index
39
 
i10-index
100
 
Publications
20
 
Co-authors
0
 
Publications
3 items
Persuasive or Neutral? A Field Experiment on Generative AI in Online Travel Planning
2025
Cited
0
Integrating Human Knowledge Through Action Masking in Reinforcement Learning for Operations Research
2025
Cited
0
Solving the Paint Shop Problem with Flexible Management of Multi-Lane Buffers Using Reinforcement Learning and Action Masking
2025
Cited
0
Resume
Academic Achievements
  • The team is involved in multiple research projects and collaborations, and there are several open PhD positions, such as Machine Learning in Operations Research and AI in Portfolio Management.
Research Experience
  • Research areas include Information Systems Research, Business Analytics, and Climate Action Research Lab (CARL).
Miscellany
  • Provides a variety of resources and services, including publicly accessible content on Advanced Statistical Computing, Business Analytics, Business Intelligence, etc.; also maintains several R packages, such as SentimentAnalysis.