Each strip is that field's whole ranked pool, with the notch where University of Constantine 3 sits in it, in the colour
of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average
differs by field (from about 6% in Dentistry to 21% in Economics).
Which fields of science does University of Constantine 3 work in?
In 2022-now, 63% of research at University of Constantine 3 is in Physical Sciences, 15% in Social Sciences. Its largest fields are Engineering (24%), Computer Science (17%), Medicine (9%). It does 1.6× the world's share of Physical Sciences.
Life Sciences11%Physical Sciences63%Health Sciences11%Social Sciences15%
Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.
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.
more than its size predictsabout as predictedless
Rings at 0.5×, 1× and 2×. Widest outward: Energy, 2.2×. Every wedge is a field page.
All 26 fields, with their numbers
Energy2.18×4 works
Computer Science2.13×38 works
Chemistry1.73×6 works
Veterinary1.66×0 works
Engineering1.58×54 works
Materials Science1.53×12 works
Agricultural and Biological Sciences1.47×16 works
Environmental Science1.47×17 works
Physics and Astronomy1.36×7 works
Mathematics1.20×3 works
Arts and Humanities1.02×7 works
Business, Management and Accounting0.92×7 works
Decision Sciences0.91×2 works
Earth and Planetary Sciences0.75×3 works
Pharmacology, Toxicology and Pharmaceutics0.66×0 works
Biochemistry, Genetics and Molecular Biology0.57×7 works
What are the most cited papers from University of Constantine 3?
The most cited paper from University of Constantine 3 is "Photocatalytic degradation of 2-phenylphenol on TiO2 and ZnO in aqueous suspensions" (Amina Amine Khodja, Tahar Sehili, Jean‐François Pilichowski et al., 2001), with 584 citations. Next come "Revisiting the conversion of muscle into meat and the underlying mechanisms" (409) and "Indirect adaptive fuzzy fault-tolerant tracking control for MIMO nonlinear systems with actuator and sensor failures" (387).
Which keywords describe research at University of Constantine 3?
By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Sustainability, Deep Learning, Energy Efficiency, Nanostructures, Thermal Comfort, Flavonoids and Renewable Energy.
▲ more of its work than of the world's◆ about the world's share▼ less than the world's
Size is fractional works in 2022-now 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
Machine Learning13▲ 1.72×43 topics
Deep Learning12▲ 1.55×38 topics
Sustainability11▲ 1.93×28 topics
Climate Change8▲ 1.36×27 topics
Energy Efficiency7▲ 3.5×15 topics
Neural Networks7▲ 2.1×18 topics
Renewable Energy7▲ 2.2×20 topics
Oxidative Stress6▲ 1.72×22 topics
Sustainable Development6▲ 1.71×13 topics
Internet of Things6▲ 3.0×9 topics
Remote Sensing6▲ 2.1×17 topics
Nanostructures5▲ 5.9×7 topics
Artificial Neural Networks5▲ 4.6×7 topics
Security4▲ 3.0×9 topics
Heat Transfer4▲ 3.9×8 topics
Thermal Comfort4▲ 15×2 topics
Antioxidant4▲ 2.7×14 topics
Flavonoids4▲ 7.1×6 topics
Medicinal Plants4▲ 4.4×8 topics
Anomaly Detection4▲ 5.6×4 topics
IoT Security4▲ 5.2×3 topics
Semiconductors4▲ 5.5×4 topics
Smart Cities4▲ 6.1×4 topics
Nanocrystals4▲ 6.0×4 topics
Synthesis4▲ 4.3×18 topics
Model Predictive Control4▲ 6.1×4 topics
Phenolic Compounds4▲ 8.5×6 topics
Urban Development4▲ 4.4×5 topics
Urbanization4▲ 3.8×5 topics
Experimental Investigation3▲ 14×3 topics
Time Series Analysis3▲ 7.4×3 topics
Building Energy Consumption3▲ 16×1 topic
Distributed Systems3▲ 7.3×3 topics
Energy Simulation3▲ 14×1 topic
Free Radicals3▲ 13×2 topics
Citizen Participation3▲ 10×2 topics
Nanowires3▲ 8.4×4 topics
Antimicrobial Activity3▲ 7.0×5 topics
Synchronization2▲ 8.8×4 topics
Transparent Conductors2▲ 8.7×2 topics
Which research topics does University of Constantine 3 publish most on?
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.
36%64%
openly available35.7%not open64.3%
World: 40% of research is openly available.
28%72%
with international co-authors28.0%domestic only72.0%
World: 18% is written across borders.
How has University of Constantine 3's research output changed?
Output in 2022-2025 was 0% higher than in 2018-2021.
grewheldshrank
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is University of Constantine 3 as a percentage of every work published that year, 0.0012% in 2024.
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Discussion
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