Science Explorer Interactive view Map
Research works
47
▼ 70% vs 2013–17
Citations
646
13.7 per fractional work
Top-10% rate
34.6%
record average 16.5%
Open access
26%
world 28%

Not ranked overall: Software AG (Italy) 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.

Computer Science: 2.04× its world share, 1 worksComputer ScienceEarth and Planetary Sciences: 2.19× its world share, 0 worksEarth and Planetary …Energy: 4.81× its world share, 0 worksEnergyEngineering: 1.05× its world share, 1 worksEngineeringEnvironmental Science: 0.92× its world share, 0 worksEnvironmental ScienceMathematics: 2.92× its world share, 0 worksMathematicsPhysics and Astronomy: 1.39× its world share, 0 worksPhysics and AstronomyMedicine: 0.24× its world share, 0 worksMedicineArts and Humanities: 3.57× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 5.33× its world share, 1 worksBusiness, Management…Decision Sciences: 5.93× its world share, 0 worksDecision SciencesPsychology: 0.41× its world share, 0 worksPsychologySocial Sciences: 0.81× its world share, 0 worksSocial Sciencesworld share
more than its size predictsabout as predictedless

Rings at 0.5×, and 2×. Widest outward: Decision Sciences, 5.9×. Every wedge is a field page.

Which keywords describe research at Software AG (Italy)?

By fractional works in all years, weighted toward what it does more of than the world: Big Data, Deep Learning, Semantic Web, Knowledge Representation, Data Integration, Investment Decisions, Digital Transformation and Continuous Queries.

▲ 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 Data3▲ 12×9 topics
  2. Deep Learning3▲ 3.1×18 topics
  3. Machine Learning2▲ 2.5×12 topics
  4. Sustainable Development2▲ 3.6×4 topics
  5. Knowledge Representation2▲ 28×2 topics
  6. Semantic Web2▲ 28×2 topics
  7. Data Integration2▲ 16×3 topics
  8. Investment Decisions2▲ 43×2 topics
  9. Digital Transformation2▲ 13×3 topics
  10. Continuous Queries2▲ 85×1 topic
  11. Data Stream Management2▲ 85×1 topic
  12. Artificial Intelligence2▲ 3.7×3 topics
  13. Distributed Systems2▲ 13×5 topics
  14. Ontology2▲ 18×2 topics
  15. Renewable Energy2▲ 3.3×6 topics
  16. Supply Chain Management2▲ 6.2×7 topics
  17. Data Mining1▲ 6.4×5 topics
  18. Linked Data1▲ 39×1 topic
  19. RDF1▲ 44×1 topic
  20. Business Process Management1▲ 71×1 topic
  21. Neural Networks1▲ 2.5×8 topics
  22. Semantic Web Services1▲ 29×2 topics
  23. Workflow Mining1▲ 71×1 topic
  24. Battery Management Systems1▲ 31×1 topic
  25. Business Models1▲ 33×1 topic
  26. Customer Experience1▲ 29×1 topic
  27. Lithium-ion Batteries1▲ 9.7×1 topic
  28. QoS-Aware Middleware1▲ 42×1 topic
  29. Service-Oriented Computing1▲ 42×1 topic
  30. Teacher Training1▲ 6.1×3 topics
  31. Agile Manufacturing1▲ 93×1 topic
  32. Assembly Planning1▲ 28×1 topic
  33. Collaborative Networks1▲ 93×1 topic
  34. Design for Manufacture1▲ 28×1 topic
  35. Security1▲ 5.4×5 topics
  36. Urban Planning1▲ 31×4 topics
  37. Crowdfunding1▲ 76×1 topic
  38. Fintech1▲ 71×1 topic
  39. Requirements Engineering1▲ 33×2 topics
  40. Virtual Reality1▲ 6.0×3 topics

Which research topics does Software AG (Italy) publish most on?

By volume in 2022–2025: Evolutionary Game Theory and Cooperation, Ancient Mediterranean Archaeology and History, Historical and Architectural Studies and 3D Surveying and Cultural Heritage.

  1. 1 Evolutionary Game Theory and Cooperation Sociology and Political Science 0 works
  2. 2 Ancient Mediterranean Archaeology and History Archeology 0 works
  3. 3 Historical and Architectural Studies Archeology 0 works
  4. 4 3D Surveying and Cultural Heritage Geology 0 works
  5. 5 Supply Chain Resilience and Risk Management Strategy and Management 0 works
  6. 6 Digital Platforms and Economics Strategy and Management 0 works
  7. 7 Sustainable Supply Chain Management Strategy and Management 0 works
  8. 8 Augmented Reality Applications Computer Vision and Pattern Recognition 0 works
  9. 9 Quantum Computing Algorithms and Architecture Artificial Intelligence 0 works
  10. 10 Business Process Modeling and Analysis Management Information Systems 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 available26.3%not open73.7%

World: 28% of research is openly available.

with international co-authors58.2%domestic only41.8%

World: 19% is written across borders.

How has Software AG (Italy)'s research output changed?

Output in 2018–2022 was 70% lower 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 Rome

All research institutions in Rome

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.