Software AG (Italy)
- 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.
Rings at 0.5×, 1× 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.
- Virtual Reality
- Fintech
- Urban Planning
- Design for Manufacture
- Assembly Planning
- Teacher Training
- QoS-Aware Middleware
- Customer Experience
- Battery Management Systems
- Semantic Web Services
- Business Process Management
- Linked Data
- Supply Chain Management
- Ontology
- Artificial Intelligence
- Continuous Queries
- Investment Decisions
- Semantic Web
- Sustainable Development
- Deep Learning
- Big Data
- Machine Learning
- Knowledge Representation
- Data Integration
- Digital Transformation
- Data Stream Management
- Distributed Systems
- Renewable Energy
- Data Mining
- RDF
- Neural Networks
- Workflow Mining
- Business Models
- Lithium-ion Batteries
- Service-Oriented Computing
- Agile Manufacturing
- Collaborative Networks
- Security
- Crowdfunding
- Requirements Engineering
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
- Big Data3▲ 12×9 topics
- Deep Learning3▲ 3.1×18 topics
- Machine Learning2▲ 2.5×12 topics
- Sustainable Development2▲ 3.6×4 topics
- Knowledge Representation2▲ 28×2 topics
- Semantic Web2▲ 28×2 topics
- Data Integration2▲ 16×3 topics
- Investment Decisions2▲ 43×2 topics
- Digital Transformation2▲ 13×3 topics
- Continuous Queries2▲ 85×1 topic
- Data Stream Management2▲ 85×1 topic
- Artificial Intelligence2▲ 3.7×3 topics
- Distributed Systems2▲ 13×5 topics
- Ontology2▲ 18×2 topics
- Renewable Energy2▲ 3.3×6 topics
- Supply Chain Management2▲ 6.2×7 topics
- Data Mining1▲ 6.4×5 topics
- Linked Data1▲ 39×1 topic
- RDF1▲ 44×1 topic
- Business Process Management1▲ 71×1 topic
- Neural Networks1▲ 2.5×8 topics
- Semantic Web Services1▲ 29×2 topics
- Workflow Mining1▲ 71×1 topic
- Battery Management Systems1▲ 31×1 topic
- Business Models1▲ 33×1 topic
- Customer Experience1▲ 29×1 topic
- Lithium-ion Batteries1▲ 9.7×1 topic
- QoS-Aware Middleware1▲ 42×1 topic
- Service-Oriented Computing1▲ 42×1 topic
- Teacher Training1▲ 6.1×3 topics
- Agile Manufacturing1▲ 93×1 topic
- Assembly Planning1▲ 28×1 topic
- Collaborative Networks1▲ 93×1 topic
- Design for Manufacture1▲ 28×1 topic
- Security1▲ 5.4×5 topics
- Urban Planning1▲ 31×4 topics
- Crowdfunding1▲ 76×1 topic
- Fintech1▲ 71×1 topic
- Requirements Engineering1▲ 33×2 topics
- 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.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Evolutionary Game Theory and Cooperation Sociology and Political Science 0 works
- 2 Ancient Mediterranean Archaeology and History Archeology 0 works
- 3 Historical and Architectural Studies Archeology 0 works
- 4 3D Surveying and Cultural Heritage Geology 0 works
- 5 Supply Chain Resilience and Risk Management Strategy and Management 0 works
- 6 Digital Platforms and Economics Strategy and Management 0 works
- 7 Sustainable Supply Chain Management Strategy and Management 0 works
- 8 Augmented Reality Applications Computer Vision and Pattern Recognition 0 works
- 9 Quantum Computing Algorithms and Architecture Artificial Intelligence 0 works
- 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.
World: 28% of research is openly available.
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.
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
- Sapienza University of Rome
- University of Rome Tor Vergata
- Istituti di Ricovero e Cura a Carattere Scientifico
- National Research Council
- Roma Tre University
- Istituto Superiore di Sanità
- National Agency for New Technologies, Energy and Sustainable Economic Development
- Agostino Gemelli University Polyclinic
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.