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Researcher · University of Duisburg-Essen · Germany

Tim Donkers

Tim Donkers publishes mostly in Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics, on topics such as Recommender Systems and Techniques, Explainable Artificial Intelligence (XAI) and Opinion Dynamics and Social Influence.

ORCID 0000-0002-9230-1243 OpenAlex
World rank
#1,598,539
of 7,710,434 ranked researchers
Rank in Germany
#78,823
of 364,343
Works
22
Citations
795
Citations per work
36.1
h-index
10
i10-index 11Top 42% in Artificial Intelligence
Tim Donkers

What does Tim Donkers research?

Tim Donkers's work is mostly in Computer Science (58%), Physics and Astronomy (13%), Decision Sciences (4%).

Physical Sciences: 16 works · 70.9% of their workComputer Science: 13 works · 57.9% of their workArtificial Intelligence: 7 works · 33.3% of their workInformation Systems: 5 works · 24.6% of their workPhysics and Astronomy: 3 works · 13.0% of their workStatistical and Nonlinear Physics: 3 works · 13.0% of their workEverything else: 4 works · 17.6% of their workSocial Sciences: 3 works · 11.5% of their workDecision Sciences: 1 works · 4.3% of their workInformation Systems and Management: 1 works · 4.3% of their workSocial Sciences: 1 works · 4.3% of their workCommunication: 1 works · 4.3% of their workBusiness, Management and Accounting: 1 works · 2.9% of their workMarketing: 1 works · 2.9% of their workTHEIR WORKTim Donkers22works
Physical Sciences71%Social Sciences11%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science1357.9%
    2. Physics and Astronomy313.0%
  2. Everything else417.6%
    1. Decision Sciences14.3%
    2. Social Sciences14.3%
    3. Business, Management and Accounting12.9%
  1. 1Artificial Intelligence33% of their works
  2. 2Information Systems25% of their works
  3. 3Statistical and Nonlinear Physics13% of their works
  4. 4Information Systems and Management4% of their works
  5. 5Communication4% of their works
  6. 6Marketing3% of their works

Research topics

Which keywords describe Tim Donkers's research?

The keywords of their largest research topics: Neural Networks, Deep Learning, Collaborative Filtering, Matrix Factorization, Network Dynamics, Social Influence, Bounded Confidence and Interpretable Models.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 20 words, with their numbers
  1. Neural Networks223 topics
  2. Deep Learning162 topics
  3. Collaborative Filtering141 topic
  4. Matrix Factorization141 topic
  5. Network Dynamics92 topics
  6. Social Influence92 topics
  7. Bounded Confidence51 topic
  8. Interpretable Models51 topic
  9. Machine Learning Interpretability51 topic
  10. Opinion Dynamics51 topic
  11. Automatic41 topic
  12. Community Structure41 topic
  13. Extraction41 topic
  14. Machine Translation41 topic
  15. Scale-Free Networks41 topic
  16. Word Representation41 topic
  17. Artificial Intelligence21 topic
  18. Graph Neural Networks21 topic
  19. Knowledge Graph Embedding21 topic
  20. Service Robots21 topic

Where does Tim Donkers work?

Tim Donkers's main affiliation in the publication record is University of Duisburg-Essen, Germany.

How many publications and citations does Tim Donkers have?

OpenAlex counts 22 works and 795 citations for Tim Donkers, an h-index of 10, ranking #1,598,539 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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