Science Explorer Interactive view Map
Company · Munich · Germany

Softing (Germany)

company.softing.com/de.htmlROR OpenAlex
Research works
105
▲ 4% vs 2013–17
Citations
267
2.5 per fractional work
Top-10% rate
0.0%
record average 16.5%
Open access
4%
world 28%

Not ranked overall: Softing (Germany) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Neuroscience: 1.88× its world share, 0 worksNeuroscienceComputer Science: 3.72× its world share, 3 worksComputer ScienceEngineering: 1.77× its world share, 3 worksEngineeringMaterials Science: 0.35× its world share, 0 worksMaterials SciencePhysics and Astronomy: 0.34× its world share, 0 worksPhysics and AstronomyHealth Professions: 5.78× its world share, 2 worksHealth ProfessionsMedicine: 0.47× its world share, 1 worksMedicineArts and Humanities: 3.16× its world share, 1 worksArts and HumanitiesDecision Sciences: 3.15× its world share, 0 worksDecision SciencesPsychology: 1.00× its world share, 0 worksPsychology1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Health Professions, 5.8×. Every wedge is a field page.

Which keywords describe research at Softing (Germany)?

By fractional works in all years, weighted toward what it does more of than the world: Big Data, Artificial Intelligence, Software Engineering, Industrial Automation, Customer Experience, E-commerce, Business Process Management and Workflow Mining.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Big Data10▲ 17×8 topics
  2. Artificial Intelligence9▲ 11×6 topics
  3. Software Engineering7▲ 87×2 topics
  4. Industrial Automation7▲ 93×2 topics
  5. Business Process Management6▲ 152×1 topic
  6. Customer Experience6▲ 69×2 topics
  7. E-commerce6▲ 21×2 topics
  8. Flexible Automation6▲ 196×1 topic
  9. Reconfigurable Manufacturing Systems6▲ 196×1 topic
  10. Workflow Mining6▲ 152×1 topic
  11. Business Models6▲ 74×1 topic
  12. Digital Transformation6▲ 21×1 topic
  13. Machine Learning6▲ 2.6×14 topics
  14. Software Development5▲ 84×2 topics
  15. Domain-Specific Languages5▲ 212×1 topic
  16. Model-Driven Engineering5▲ 212×1 topic
  17. Model-Based Development4▲ 99×2 topics
  18. Requirements Engineering4▲ 54×2 topics
  19. Distributed Systems4▲ 14×4 topics
  20. Semantic Web Services4▲ 36×2 topics
  21. Information Technology3▲ 11×3 topics
  22. Investment Decisions3▲ 38×2 topics
  23. Digital Capital3▲ 100×1 topic
  24. Value Chains3▲ 100×1 topic
  25. Embedded Systems3▲ 32×2 topics
  26. QoS-Aware Middleware3▲ 48×1 topic
  27. Service-Oriented Computing3▲ 48×1 topic
  28. Anomaly Detection3▲ 16×2 topics
  29. Model Checking3▲ 23×3 topics
  30. Data Integration2▲ 9.8×3 topics
  31. Log Analysis2▲ 68×1 topic
  32. Performance Prediction2▲ 42×1 topic
  33. Autonomic Computing2▲ 72×1 topic
  34. Cybersecurity2▲ 17×3 topics
  35. Self-Adaptive Systems2▲ 72×1 topic
  36. Qualitative Inhaltsanalyse2▲ 47×2 topics
  37. Digitalization2▲ 15×2 topics
  38. Fibrosis2▲ 8.7×2 topics
  39. Healthcare Utilization2▲ 23×2 topics
  40. Knowledge Sharing2▲ 11×3 topics

Which research topics does Softing (Germany) publish most on?

By volume in 2022–2025: Model-Driven Software Engineering Techniques, Software System Performance and Reliability, Simulation-Based Education in Healthcare and Advanced Manufacturing and Logistics Optimization.

Model-Driven Software En…1Model-Driven Software Engineering Techniques: 1 fractional worksSoftware System Performa…1Software System Performance and Reliability: 1 fractional worksSimulation-Based Educati…1Simulation-Based Education in Healthcare: 1 fractional worksAdvanced Manufacturing a…1Advanced Manufacturing and Logistics Optimization: 1 fractional worksLinguistic research and …1Linguistic research and analysis: 1 fractional worksHealth and Medical Studies1Health and Medical Studies: 1 fractional worksSafety Systems Engineering in Autonomy: 1 fractional worksQuality and Safety in Healthcare: 0 fractional worksSoftware Testing and Debugging Techniques: 0 fractional worksScheduling and Optimization Algorithms: 0 fractional works
SoftwareComputer Networks and CommunicationsPhysiologyIndustrial and Manufacturing Engineering4 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Model-Driven Software Engineering Techniques Software 1 works
  2. 2 Software System Performance and Reliability Computer Networks and Communications 1 works
  3. 3 Simulation-Based Education in Healthcare Physiology 1 works
  4. 4 Advanced Manufacturing and Logistics Optimization Industrial and Manufacturing Engineering 1 works
  5. 5 Linguistic research and analysis Language and Linguistics 1 works
  6. 6 Health and Medical Studies General Health Professions 1 works
  7. 7 Safety Systems Engineering in Autonomy Safety, Risk, Reliability and Quality 1 works
  8. 8 Quality and Safety in Healthcare Medical Laboratory Technology 0 works
  9. 9 Software Testing and Debugging Techniques Software 0 works
  10. 10 Scheduling and Optimization Algorithms Industrial and Manufacturing Engineering 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available4.0%not open96.0%

World: 28% of research is openly available.

with international co-authors9.7%domestic only90.3%

World: 19% is written across borders.

How has Softing (Germany)'s research output changed?

Output in 2018–2022 was 4% higher than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Munich

All research institutions in Munich

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.