Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang
- Research works
- 49 fractional, all time
- Citations
- 15 0.3 per fractional work
- Top-10% rate
- 2.0% record average 16.5%
- Open access
- 99% world 28%
Not ranked overall: Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang 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: Business, Management and Accounting, 5.1×. Every wedge is a field page.
- Business, Management and Accounting 5.1×
- Economics, Econometrics and Finance 3.7×
- Computer Science 2.9×
- Decision Sciences 2.0×
- Social Sciences 2.0×
- Agricultural and Biological Sciences 2.0×
- Health Professions 1.9×
- Chemistry 1.1×
- Pharmacology, Toxicology and Pharmaceutics 1.1×
- Mathematics 0.7×
- Neuroscience 0.4×
- Environmental Science 0.4×
- Dentistry 0.3×
- Psychology 0.2×
- Engineering 0.1×
- Medicine 0.1×
- Arts and Humanities 0.1×
Which keywords describe research at Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Data Mining, Artificial Intelligence, Neural Networks, Predictive Modeling, Classification Algorithms, Clustering Methods, E-commerce and Supply Chain Management.
- Motivation
- Employee Engagement
- Character Education
- Biodiversity
- Qualitative Research
- Operations Research
- SMEs
- Performance Measurement
- Lean Manufacturing
- Indonesia
- Financial Performance
- Agriculture
- Sustainability
- Consumer Behavior
- Social Media
- Community Empowerment
- E-commerce
- Classification Algorithms
- Machine Learning
- Artificial Intelligence
- Data Mining
- Neural Networks
- Predictive Modeling
- Clustering Methods
- Supply Chain Management
- Information Technology
- Economic Growth
- Customer Satisfaction
- Regional Development
- Curriculum Development
- Econometrics
- Public Economics
- Organizational Culture
- Pandemic
- Service Quality
- Production Management
- Job Satisfaction
- Rural Development
- Islamic Education
- Fuzzy Logic
Size is fractional works in 2022–2025 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
- Data Mining6▲ 19×5 topics
- Artificial Intelligence6▲ 9.2×5 topics
- Neural Networks5▲ 7.5×6 topics
- Machine Learning5▲ 3.2×13 topics
- Predictive Modeling4▲ 37×4 topics
- Classification Algorithms4▲ 161×1 topic
- Clustering Methods4▲ 161×1 topic
- E-commerce4▲ 15×5 topics
- Supply Chain Management4▲ 9.1×7 topics
- Community Empowerment4▲ 11×8 topics
- Information Technology3▲ 16×3 topics
- Social Media3▲ 5.2×5 topics
- Economic Growth3▲ 8.1×5 topics
- Consumer Behavior3▲ 9.9×4 topics
- Customer Satisfaction3▲ 19×5 topics
- Sustainability3▲ 2.6×4 topics
- Regional Development3▲ 16×2 topics
- Agriculture2▲ 14×2 topics
- Curriculum Development2▲ 8.0×8 topics
- Financial Performance2▲ 9.4×3 topics
- Econometrics2▲ 58×1 topic
- Indonesia2▲ 11×2 topics
- Public Economics2▲ 58×1 topic
- Lean Manufacturing2▲ 24×2 topics
- Organizational Culture2▲ 12×2 topics
- Performance Measurement2▲ 17×2 topics
- Pandemic2▲ 4.2×1 topic
- SMEs2▲ 13×1 topic
- Service Quality2▲ 17×4 topics
- Operations Research2▲ 25×1 topic
- Production Management2▲ 29×1 topic
- Qualitative Research2▲ 5.0×4 topics
- Job Satisfaction2▲ 9.5×3 topics
- Biodiversity2▲ 5.2×3 topics
- Rural Development2▲ 11×3 topics
- Character Education2▲ 7.3×3 topics
- Islamic Education2▲ 9.6×3 topics
- Employee Engagement1▲ 19×2 topics
- Fuzzy Logic1▲ 13×3 topics
- Motivation1▲ 7.9×2 topics
Which research topics does Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang publish most on?
By volume in 2022–2025: Data Mining and Machine Learning Applications, Economic Growth and Fiscal Policies, SMEs Development and Digital Marketing and Management and Optimization Techniques.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Data Mining and Machine Learning Applications Information Systems 4 works
- 2 Economic Growth and Fiscal Policies Economics and Econometrics 2 works
- 3 SMEs Development and Digital Marketing Demography 2 works
- 4 Management and Optimization Techniques Strategy and Management 2 works
- 5 Food Security and Socioeconomic Dynamics General Agricultural and Biological Sciences 1 works
- 6 Employee Performance and Management Human Factors and Ergonomics 1 works
- 7 Agriculture and Agroindustry Studies General Agricultural and Biological Sciences 1 works
- 8 Artificial Intelligence in Healthcare Health Information Management 1 works
- 9 Multimedia Learning Systems Information Systems 1 works
- 10 Education and Character Development Education 1 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 Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang's research output changed?
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 Semarang
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.