Université Constantine 2
In research, Université Constantine 2 stands highest in Physical Sciences (#5,087 of 10,670 worldwide), Computer Science (#2,343 of 4,417 worldwide) and Social Sciences (#6,673 of 9,585 worldwide), 2022-now. Relative to its size it is most specialised in Computer Networks and Communications and Artificial Intelligence (Computer Networks and Communications is 3.8× its share of world research).
- World rank, 2022-now
- #5,875 of 22,385 · #10,610 all time
- Rank in Algeria
- #7 of 79
- Research works
- 2.7k ▼ 13% vs 2018-21
- Citations
- 12k 4.5 per fractional work
- Top-10% rate
- 6.3% all institutions 10.0%
- vs its own fields
- 0.82× 1.00× is exactly expected
- Open access
- 40% world 40%
- International
- 19% world 18%
What is Université Constantine 2 known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Physical SciencesDomain | #5,087 of 10,670 | 6.7% | 319 | #12546 | |
| Computer ScienceField | #2,343 of 4,417 | 7.6% | 123 | #3968 | |
| Social SciencesDomain | #6,673 of 9,585 | 6.1% | 161 | #7610 | |
| EngineeringField | #4,566 of 5,901 | 4.7% | 90 | #6114 | |
| Life SciencesDomain | #5,023 of 6,403 | 5.9% | 65 | #7896 | |
| Social SciencesField | #5,454 of 5,988 | 7.0% | 85 | #5668 | |
| MedicineField | #7,846 of 8,541 | 2.7% | 71 | #12510 | |
| Health SciencesDomain | #9,114 of 9,902 | 2.6% | 83 | #14465 |
Each strip is that field's whole ranked pool, with the notch where Université Constantine 2 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 of those standings moved
The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.
- Physical Sciences#12,546 #5,087
- Computer Science#3,968 #2,343
- Social Sciences#7,610 #6,673
- Engineering#6,114 #4,566
- Life Sciences#7,896 #5,023
- Social Sciences#5,668 #5,454
- Medicine#12,510 #7,846
- Health Sciences#14,465 #9,114
A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.
Which fields of science does Université Constantine 2 work in?
In 2022-now, 49% of research at Université Constantine 2 is in Physical Sciences, 27% in Social Sciences. Its largest fields are Computer Science (18%), Social Sciences (14%), Engineering (13%).
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.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences37148.7%
- Computer Science13818.1%
- Engineering10313.5%
- Environmental Science455.8%
- Materials Science243.1%
- Physics and Astronomy182.4%
- Chemistry162.1%
- Mathematics91.2%
- Energy91.1%
- Earth and Planetary Sciences81.1%
- Chemical Engineering20.3%
- Social Sciences20927.4%
- Social Sciences10814.2%
- Arts and Humanities283.7%
- Psychology212.8%
- Economics, Econometrics and Finance212.7%
- Business, Management and Accounting212.7%
- Decision Sciences101.3%
- Health Sciences10413.7%
- Medicine9011.8%
- Health Professions111.5%
- Nursing30.4%
- Dentistry00.0%
- Veterinary00.0%
- Life Sciences7810.2%
What does Université Constantine 2 specialise in?
Where its research is concentrated relative to its size: Computer Networks and Communications takes 3.8× the share of its output that it takes of world research.
- Computer Networks and CommunicationsSubfield · 26.0 works3.8×
- Artificial IntelligenceSubfield · 53.3 works2.9×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
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: Computer Science, 2.3×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science2.33×138 works
- Chemistry1.35×16 works
- Decision Sciences1.33×10 works
- Economics, Econometrics and Finance1.28×21 works
- Arts and Humanities1.27×28 works
- Energy1.23×9 works
- Environmental Science1.18×44 works
- Social Sciences1.12×108 works
- Agricultural and Biological Sciences1.06×38 works
- Physics and Astronomy1.06×18 works
- Mathematics1.03×9 works
- Psychology0.93×22 works
- Engineering0.90×103 works
- Materials Science0.89×24 works
- Business, Management and Accounting0.85×21 works
- Neuroscience0.81×10 works
- Chemical Engineering0.78×2 works
- Nursing0.73×3 works
- Pharmacology, Toxicology and Pharmaceutics0.68×2 works
- Earth and Planetary Sciences0.68×8 works
- Biochemistry, Genetics and Molecular Biology0.63×26 works
- Medicine0.61×90 works
- Health Professions0.56×11 works
- Immunology and Microbiology0.27×2 works
- Veterinary0.11×0 works
- Dentistry0.06×0 works
- Computer Science 2.3×
- Chemistry 1.4×
- Decision Sciences 1.3×
- Economics, Econometrics and Finance 1.3×
- Arts and Humanities 1.3×
- Energy 1.2×
- Environmental Science 1.2×
- Social Sciences 1.1×
- Agricultural and Biological Sciences 1.1×
- Physics and Astronomy 1.1×
- Mathematics 1.0×
- Psychology 0.9×
- Engineering 0.9×
- Materials Science 0.9×
- Business, Management and Accounting 0.8×
- Neuroscience 0.8×
- Chemical Engineering 0.8×
- Nursing 0.7×
- Pharmacology, Toxicology and Pharmaceutics 0.7×
- Earth and Planetary Sciences 0.7×
- Biochemistry, Genetics and Molecular Biology 0.6×
- Medicine 0.6×
- Health Professions 0.6×
- Immunology and Microbiology 0.3×
- Veterinary 0.1×
- Dentistry 0.1×
Who are the top researchers at Université Constantine 2?
Ranked on the quality score, Fatiha Bourbia, Salima Ouadfel and Abdelhafid Zitouni lead among researchers whose main affiliation is Université Constantine 2.
- 1
Fatiha Bourbia
Algeria · #3,446,797 worldwide 752 citations · 20 works
- 2
Salima Ouadfel
Algeria · #3,452,615 worldwide 752 citations · 40 works
- 3
Abdelhafid Zitouni
Algeria · #3,671,307 worldwide 253 citations · 38 works
- 4
Afifa Ghenai
Algeria · #3,737,292 worldwide 122 citations · 21 works
- 5
Djamel Benmerzoug
Algeria · #3,800,560 worldwide 460 citations · 52 works
- 6
Houda Hafi
Algeria · #3,810,469 worldwide 119 citations · 17 works
- 7
Karim Zarour
Algeria · #3,940,142 worldwide 225 citations · 31 works
- 8
Souad Sassi Boudemagh
Algeria · #4,253,274 worldwide 114 citations · 22 works
- 9
Nassim Nouri
Algeria · #4,273,893 worldwide 1.4k citations · 34 works
- 10
Mohamed Gharzouli
Algeria · #4,774,550 worldwide 122 citations · 23 works
Which keywords describe research at Université Constantine 2?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Pedagogy, Tourism Development, Language Teaching, Digital Education, Student Competencies and Teaching Methods.
- Citizen Participation
- Water Efficiency
- Territorial Governance
- Evolutionary Algorithms
- Water Treatment
- Energy Consumption
- Innovation Economics
- Classification
- Climate Change Impact
- Digital Economy
- Data Mining
- Internet of Things
- Economic Development
- Healthcare
- Student Competencies
- Renewable Energy
- Language Teaching
- Neural Networks
- Sustainable Development
- Machine Learning
- Deep Learning
- Sustainability
- Pedagogy
- Globalization
- Tourism Development
- Digital Education
- Teaching Methods
- Energy Efficiency
- IoT Security
- Entrepreneurship
- Security
- Anomaly Detection
- Investment
- Industrial Enterprises
- Migration
- Feature Selection
- Islam
- Local Development
- Irrigation
- Thermal Comfort
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
- Deep Learning59▲ 2.2×60 topics
- Machine Learning55▲ 2.2×62 topics
- Sustainability31▲ 1.67×47 topics
- Sustainable Development27▲ 2.2×32 topics
- Pedagogy25▲ 6.6×9 topics
- Neural Networks23▲ 1.92×26 topics
- Globalization22▲ 1.51×34 topics
- Language Teaching22▲ 11×4 topics
- Tourism Development22▲ 21×2 topics
- Renewable Energy21▲ 1.94×30 topics
- Digital Education21▲ 19×2 topics
- Student Competencies21▲ 42×1 topic
- Teaching Methods21▲ 17×1 topic
- Healthcare19▲ 2.2×14 topics
- Energy Efficiency16▲ 2.3×28 topics
- Economic Development15▲ 2.4×9 topics
- IoT Security14▲ 6.0×3 topics
- Internet of Things14▲ 2.1×13 topics
- Entrepreneurship13▲ 4.4×8 topics
- Data Mining13▲ 2.3×10 topics
- Security13▲ 2.5×13 topics
- Digital Economy12▲ 7.9×6 topics
- Anomaly Detection12▲ 5.5×4 topics
- Climate Change Impact12▲ 6.8×2 topics
- Investment12▲ 13×3 topics
- Classification11▲ 3.2×9 topics
- Industrial Enterprises11▲ 42×1 topic
- Innovation Economics11▲ 42×1 topic
- Migration11▲ 4.1×8 topics
- Energy Consumption10▲ 6.1×3 topics
- Feature Selection9▲ 5.4×5 topics
- Water Treatment8▲ 8.7×5 topics
- Islam8▲ 5.3×4 topics
- Evolutionary Algorithms8▲ 10×5 topics
- Local Development8▲ 9.7×2 topics
- Territorial Governance8▲ 8.7×2 topics
- Irrigation8▲ 51×1 topic
- Water Efficiency8▲ 51×1 topic
- Thermal Comfort7▲ 7.4×2 topics
- Citizen Participation7▲ 8.1×2 topics
Which research topics does Université Constantine 2 publish most on?
By volume in 2022-now: Education, Innovation and Language Studies, Economic and Industrial Development, Engineering and Agricultural Innovations and French Urban and Social Studies.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Education, Innovation and Language Studies Education 21 works
- 2 Economic and Industrial Development Economics and Econometrics 11 works
- 3 Engineering and Agricultural Innovations Aquatic Science 8 works
- 4 French Urban and Social Studies Sociology and Political Science 6 works
- 5 IoT and Edge/Fog Computing Computer Networks and Communications 6 works
- 6 Network Security and Intrusion Detection Computer Networks and Communications 6 works
- 7 Urban and Rural Development Challenges Urban Studies 5 works
- 8 Building Energy and Comfort Optimization Building and Construction 4 works
- 9 Advanced oxidation water treatment Water Science and Technology 4 works
- 10 Medical, Sociocultural, and Biopolitical Studies Political Science and International Relations 4 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: 40% of research is openly available.
World: 18% is written across borders.
How has Université Constantine 2's research output changed?
Output in 2022-2025 was 13% lower than in 2018-2021.
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 Université Constantine 2 as a percentage of every work published that year, 0.0025% in 2024.
Fractional works of Université Constantine 2 over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 9.5% in 2006.
Other research institutions in Constantine
- University Frères Mentouri Constantine 1
- Centre Hospitalo-Universitaire Dr Benbadis Constantine
- École Normale Supérieure de Constantine
- Emir Abdelkader University of Islamic Sciences
- Agence de Bassin Hydrographique Constantinois-Seybousse-Mellegue
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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