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University · Rabat · Morocco

École des Sciences de I'information

esi.ac.maROR OpenAlex
Research works
115
▲ 150% vs 2018-21
Citations
959
8.4 per fractional work
Top-10% rate
6.3%
all institutions 10.0%
Open access
35%
world 40%
International
12%
world 18%
École des Sciences de I'information

Not ranked overall: École des Sciences de I'information is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Which fields of science does École des Sciences de I'information work in?

In 2022-now, 60% of research at École des Sciences de I'information is in Physical Sciences, 27% in Social Sciences. Its largest fields are Computer Science (45%), Engineering (12%), Social Sciences (9%). It does 1.5× the world's share of Physical Sciences.

Physical Sciences: 44 fractional works · 60.4% of its workComputer Science: 32 fractional works · 44.6% of its workArtificial Intelligence: 19 fractional works · 25.7% of its workInformation Systems: 5 fractional works · 6.3% of its workComputer Science Applications: 3 fractional works · 4.0% of its workComputer Networks and Communications: 3 fractional works · 3.6% of its workComputer Vision and Pattern Recognition: 2 fractional works · 3.1% of its workSignal Processing: 0 fractional works · 0.7% of its workHuman-Computer Interaction: 0 fractional works · 0.5% of its workSoftware: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEngineering: 8 fractional works · 11.6% of its workElectrical and Electronic Engineering: 2 fractional works · 3.0% of its workBuilding and Construction: 1 fractional works · 1.5% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 1.2% of its workAerospace Engineering: 1 fractional works · 1.1% of its workControl and Systems Engineering: 1 fractional works · 1.1% of its workMedia Technology: 1 fractional works · 1.1% of its workBiomedical Engineering: 0 fractional works · 0.6% of its workAutomotive Engineering: 0 fractional works · 0.5% of its workComputational Mechanics: 0 fractional works · 0.5% of its workOcean Engineering: 0 fractional works · 0.5% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.3% of its workCivil and Structural Engineering: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnvironmental Science: 1 fractional works · 1.8% of its workEnvironmental Engineering: 1 fractional works · 0.9% of its workGlobal and Planetary Change: 1 fractional works · 0.7% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysics and Astronomy: 1 fractional works · 0.7% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.3% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnergy: 0 fractional works · 0.5% of its workEnergy Engineering and Power Technology: 0 fractional works · 0.3% of its workGeneral Energy: 0 fractional works · 0.2% of its workEarth and Planetary Sciences: 0 fractional works · 0.5% of its workSpace and Planetary Science: 0 fractional works · 0.5% of its workMaterials Science: 0 fractional works · 0.4% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 0 fractional works · 0.2% of its workAnalytical Chemistry: 0 fractional works · 0.2% of its workMathematics: 0 fractional works · 0.1% of its workSocial Sciences: 19 fractional works · 26.7% of its workSocial Sciences: 7 fractional works · 9.2% of its workPolitical Science and International Relations: 1 fractional works · 1.9% of its workUrban Studies: 1 fractional works · 1.4% of its workEducation: 1 fractional works · 1.2% of its workSociology and Political Science: 1 fractional works · 1.1% of its workAnthropology: 1 fractional works · 0.8% of its workTransportation: 0 fractional works · 0.5% of its workDemography: 0 fractional works · 0.5% of its workGeneral Social Sciences: 0 fractional works · 0.5% of its workSafety Research: 0 fractional works · 0.5% of its workCommunication: 0 fractional works · 0.4% of its workGeography, Planning and Development: 0 fractional works · 0.3% of its workHuman Factors and Ergonomics: 0 fractional works · 0.2% of its workBusiness, Management and Accounting: 5 fractional works · 7.0% of its workManagement Information Systems: 3 fractional works · 3.7% of its workStrategy and Management: 2 fractional works · 2.1% of its workManagement of Technology and Innovation: 0 fractional works · 0.5% of its workMarketing: 0 fractional works · 0.5% of its workOrganizational Behavior and Human Resource Management: 0 fractional works · 0.2% of its workArts and Humanities: 3 fractional works · 4.1% of its workLiterature and Literary Theory: 1 fractional works · 1.1% of its workHistory: 0 fractional works · 0.7% of its workConservation: 0 fractional works · 0.5% of its workArcheology: 0 fractional works · 0.5% of its workMuseology: 0 fractional works · 0.5% of its workPhilosophy: 0 fractional works · 0.5% of its workVisual Arts and Performing Arts: 0 fractional works · 0.5% of its workPsychology: 3 fractional works · 3.6% of its workSocial Psychology: 1 fractional works · 1.5% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.8% of its workApplied Psychology: 0 fractional works · 0.7% of its workDevelopmental and Educational Psychology: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 1 fractional works · 1.6% of its workEconomics and Econometrics: 1 fractional works · 0.8% of its workFinance: 0 fractional works · 0.6% of its workGeneral Economics, Econometrics and Finance: 0 fractional works · 0.2% of its workDecision Sciences: 1 fractional works · 1.2% of its workManagement Science and Operations Research: 1 fractional works · 0.9% of its workInformation Systems and Management: 0 fractional works · 0.3% of its workLife Sciences: 6 fractional works · 8.5% of its workAgricultural and Biological Sciences: 2 fractional works · 3.3% of its workPlant Science: 2 fractional works · 2.4% of its workSoil Science: 0 fractional works · 0.6% of its workEcology, Evolution, Behavior and Systematics: 0 fractional works · 0.2% of its workNeuroscience: 2 fractional works · 2.8% of its workCognitive Neuroscience: 2 fractional works · 2.7% of its workSmaller subfields together: 0 fractional works · 0.1% of its workBiochemistry, Genetics and Molecular Biology: 2 fractional works · 2.4% of its workMolecular Biology: 1 fractional works · 1.9% of its workGenetics: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workHealth Sciences: 3 fractional works · 4.3% of its workMedicine: 3 fractional works · 3.7% of its workHealth Informatics: 1 fractional works · 1.6% of its workEndocrinology, Diabetes and Metabolism: 0 fractional works · 0.6% of its workRadiology, Nuclear Medicine and Imaging: 0 fractional works · 0.5% of its workPulmonary and Respiratory Medicine: 0 fractional works · 0.5% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workHealth Professions: 0 fractional works · 0.7% of its workHealth Information Management: 0 fractional works · 0.5% of its workGeneral Health Professions: 0 fractional works · 0.2% of its workALL ITS WORKÉcole desSciences de…73fractional works, 2022-now
Life Sciences9%Physical Sciences60%Health Sciences4%Social Sciences27%

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 20 fields, with their numbers
    1. Computer Science3244.6%
    2. Engineering811.6%
    3. Environmental Science11.8%
    4. Physics and Astronomy10.7%
    5. Energy00.5%
    6. Earth and Planetary Sciences00.5%
    7. Materials Science00.4%
    8. Chemistry00.2%
    9. Mathematics00.1%
    1. Social Sciences79.2%
    2. Business, Management and Accounting57.0%
    3. Arts and Humanities34.1%
    4. Psychology33.6%
    5. Economics, Econometrics and Finance11.6%
    6. Decision Sciences11.2%
    1. Agricultural and Biological Sciences23.3%
    2. Neuroscience22.8%
    3. Biochemistry, Genetics and Molecular Biology22.4%
    1. Medicine33.7%
    2. Health Professions00.7%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does École des Sciences de I'information specialise in?

Where its research is concentrated relative to its size: Computer Science takes 5.7× the share of its output that it takes of world research.

  1. Computer ScienceField · 32.5 works5.7×
← less than its size predicts1×more →

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.

Agricultural and Biological Sciences: 0.70× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.45× its world share, 2 worksBiochemistry, Geneti…Neuroscience: 1.74× its world share, 2 worksNeuroscienceChemistry: 0.15× its world share, 0 worksChemistryComputer Science: 5.73× its world share, 32 worksComputer ScienceEarth and Planetary Sciences: 0.29× its world share, 0 worksEarth and Planetary …Energy: 0.58× its world share, 0 worksEnergyEngineering: 0.77× its world share, 8 worksEngineeringEnvironmental Science: 0.36× its world share, 1 worksEnvironmental ScienceMaterials Science: 0.11× its world share, 0 worksMaterials ScienceMathematics: 0.08× its world share, 0 worksMathematicsPhysics and Astronomy: 0.32× its world share, 0 worksPhysics and AstronomyHealth Professions: 0.26× its world share, 0 worksHealth ProfessionsMedicine: 0.19× its world share, 3 worksMedicineArts and Humanities: 1.43× its world share, 3 worksArts and HumanitiesBusiness, Management and Accounting: 2.18× its world share, 5 worksBusiness, Management…Decision Sciences: 1.26× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.73× its world share, 1 worksEconomics, Econometr…Psychology: 1.18× its world share, 3 worksPsychologySocial Sciences: 0.73× its world share, 7 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.7×. Every wedge is a field page.

All 20 fields, with their numbers
  1. Computer Science5.73×32 works
  2. Business, Management and Accounting2.18×5 works
  3. Neuroscience1.74×2 works
  4. Arts and Humanities1.43×3 works
  5. Decision Sciences1.26×1 works
  6. Psychology1.18×3 works
  7. Engineering0.77×8 works
  8. Economics, Econometrics and Finance0.73×1 works
  9. Social Sciences0.73×7 works
  10. Agricultural and Biological Sciences0.70×2 works
  11. Energy0.58×0 works
  12. Biochemistry, Genetics and Molecular Biology0.45×2 works
  13. Environmental Science0.36×1 works
  14. Physics and Astronomy0.32×0 works
  15. Earth and Planetary Sciences0.29×0 works
  16. Health Professions0.26×0 works
  17. Medicine0.19×3 works
  18. Chemistry0.15×0 works
  19. Materials Science0.11×0 works
  20. Mathematics0.08×0 works

Who are the top researchers at École des Sciences de I'information?

Ranked on the quality score, Najima Daoudi, M’barek El Haloui and Imane Hilal lead among researchers whose main affiliation is École des Sciences de I'information.

  1. 1 Najima Daoudi Morocco · #3,273,408 worldwide 481 citations · 81 works
  2. 2 M’barek El Haloui Morocco · #3,438,242 worldwide 22 citations · 15 works
  3. 3 Imane Hilal Morocco · #4,008,783 worldwide 155 citations · 54 works
  4. 4 Badia Ettaki Morocco · #4,915,113 worldwide 157 citations · 33 works
  5. 5 Boubker Sbihi Morocco · #5,021,242 worldwide 65 citations · 31 works
All ranked researchers at École des Sciences de I'information

What are the most cited papers from École des Sciences de I'information?

The most cited paper from École des Sciences de I'information is "Augmented Reality and Virtual Reality in Education. Myth or Reality?" (Noureddine Elmqaddem, 2019), with 513 citations. Next come "Greenhouse climate modelling and robust control" (167) and "Identifying learners’ topical interests from social media content to enrich their course preferences in MOOCs using topic modeling and NLP techniques" (64).

Most cited papers
#PaperReleasedCitations
1 Augmented Reality and Virtual Reality in Education. Myth or Reality? Noureddine Elmqaddem · International Journal of Emerging Technologies in Learning (iJET) Open access 14 Feb 2019 513
2 Greenhouse climate modelling and robust control Najib Bennis, Jean Duplaix, Gilles Enea et al. · Computers and Electronics in Agriculture 19 Feb 2008 167
3 Identifying learners’ topical interests from social media content to enrich their course preferences in MOOCs using topic modeling and NLP techniques Hajar Zankadi, Abdellah Idrissi, Najima Daoudi et al. · Education and Information Technologies Open access 4 Nov 2022 64
4 Spatial Prediction of Soil Organic Carbon Stock in the Moroccan High Atlas Using Machine Learning Modeste Meliho, Mohamed Boulmane, Abdellatif Khattabi et al. · Remote Sensing Open access 9 May 2023 32
5 Improving Crop Yield Predictions in Morocco Using Machine Learning Algorithms Rachid Ed-Daoudi, Altaf Alaoui, Badia Ettaki et al. · Journal of Ecological Engineering Open access 26 Apr 2023 29
All 72 most cited papers, with filters and sorting

Which keywords describe research at École des Sciences de I'information?

By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Big Data, Information Retrieval, Text Classification, Topic Modeling and Healthcare.

▲ 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
  1. Machine Learning15▲ 6.4×31 topics
  2. Deep Learning12▲ 4.9×25 topics
  3. Neural Networks9▲ 7.7×10 topics
  4. Big Data6▲ 9.3×9 topics
  5. Information Retrieval5▲ 33×4 topics
  6. Healthcare5▲ 6.0×7 topics
  7. Artificial Intelligence5▲ 4.5×9 topics
  8. Text Classification5▲ 39×2 topics
  9. Sustainability4▲ 2.5×8 topics
  10. Topic Modeling4▲ 40×2 topics
  11. Supply Chain Management4▲ 6.5×3 topics
  12. Emotion Recognition4▲ 28×3 topics
  13. Machine Translation4▲ 34×1 topic
  14. Word Representation4▲ 46×1 topic
  15. Data Mining4▲ 6.9×6 topics
  16. Internet of Things4▲ 6.0×5 topics
  17. Social Media3▲ 3.2×4 topics
  18. Text Mining3▲ 29×3 topics
  19. Anomaly Detection3▲ 14×4 topics
  20. Online Learning3▲ 4.5×5 topics
  21. Urban Development3▲ 10×4 topics
  22. Natural Language Processing3▲ 15×5 topics
  23. Predictive Analytics3▲ 33×2 topics
  24. Precision Medicine2▲ 6.8×3 topics
  25. Analytics2▲ 37×1 topic
  26. Business Intelligence2▲ 37×1 topic
  27. Classification2▲ 6.7×3 topics
  28. Ensemble Methods2▲ 39×2 topics
  29. IoT Security2▲ 9.4×3 topics
  30. Wireless Sensor Networks2▲ 6.5×3 topics
  31. Educational Data Mining2▲ 32×1 topic
  32. Learning Analytics2▲ 22×1 topic
  33. Sentiment Analysis2▲ 25×2 topics
  34. Smart Cities2▲ 9.8×3 topics
  35. Aspect-based Sentiment Analysis2▲ 46×1 topic
  36. Imbalanced Data2▲ 66×1 topic
  37. Opinion Mining2▲ 46×1 topic
  38. SMOTE2▲ 66×1 topic
  39. Semantic Web2▲ 26×4 topics
  40. Neural Machine Translation2▲ 26×1 topic

Which research topics does École des Sciences de I'information publish most on?

By volume in 2022-now: Topic Modeling, Big Data and Business Intelligence, Online Learning and Analytics and Imbalanced Data Classification Techniques.

Topic Modeling4Topic Modeling: 4 fractional worksBig Data and Business Intelligence: 2 fractional worksOnline Learning and Analytics: 2 fractional worksImbalanced Data Classification Techniques: 2 fractional worksSentiment Analysis and Opinion Mining: 2 fractional worksNatural Language Processing Techniques: 2 fractional worksAutism Spectrum Disorder…2Autism Spectrum Disorder Research: 2 fractional worksCompetitive and Knowledge Intelligence: 1 fractional worksSmart Agriculture and AI1Smart Agriculture and AI: 1 fractional worksAI in Service Interactions: 1 fractional works
Artificial IntelligenceManagement Information SystemsComputer Science ApplicationsCognitive Neuroscience2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Topic Modeling Artificial Intelligence 4 works
  2. 2 Big Data and Business Intelligence Management Information Systems 2 works
  3. 3 Online Learning and Analytics Computer Science Applications 2 works
  4. 4 Imbalanced Data Classification Techniques Artificial Intelligence 2 works
  5. 5 Sentiment Analysis and Opinion Mining Artificial Intelligence 2 works
  6. 6 Natural Language Processing Techniques Artificial Intelligence 2 works
  7. 7 Autism Spectrum Disorder Research Cognitive Neuroscience 2 works
  8. 8 Competitive and Knowledge Intelligence Strategy and Management 1 works
  9. 9 Smart Agriculture and AI Plant Science 1 works
  10. 10 AI in Service Interactions Artificial Intelligence 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.

openly available35.4%not open64.6%

World: 40% of research is openly available.

with international co-authors11.7%domestic only88.3%

World: 18% is written across borders.

How has École des Sciences de I'information's research output changed?

Output in 2022-2025 was 150% higher than in 2018-2021.

still counting1990200020102020
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 École des Sciences de I'information as a percentage of every work published that year, 0.00014% in 2024.

still counting0.00020%0.00040%0.00060%École des Sciences de I'information0.00044% in 20251990200020102020

Fractional works of École des Sciences de I'information over all fractional works that year. How the balance of science has shifted.

Other research institutions in Rabat

All research institutions in Rabat

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

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