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Company · Edmonton · Canada

Marriott International (Canada)

marriott.com/default.miROR OpenAlex
Research works
31
▲ 81% vs 2013–17
Citations
335
10.9 per fractional work
Top-10% rate
2.3%
record average 16.5%
Open access
54%
world 28%

Not ranked overall: Marriott International (Canada) 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.

Computer Science: 8.30× its world share, 9 worksComputer ScienceEngineering: 1.46× its world share, 3 worksEngineeringEnvironmental Science: 0.12× its world share, 0 worksEnvironmental ScienceMathematics: 0.67× its world share, 0 worksMathematicsMedicine: 0.12× its world share, 0 worksMedicineBusiness, Management and Accounting: 1.22× its world share, 1 worksBusiness, Management…Decision Sciences: 1.22× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 0.74× its world share, 0 worksEconomics, Econometr…Psychology: 0.77× its world share, 0 worksPsychologySocial Sciences: 0.06× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 8.3×. Every wedge is a field page.

Which keywords describe research at Marriott International (Canada)?

By fractional works in all years, weighted toward what it does more of than the world: Energy Efficiency, Machine Learning, Deep Learning, Big Data, Cloud Computing, Security, Internet of Things 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 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 39 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 39 words, with their numbers
  1. Energy Efficiency6▲ 23×6 topics
  2. Machine Learning5▲ 7.7×16 topics
  3. Deep Learning5▲ 7.2×18 topics
  4. Big Data4▲ 25×7 topics
  5. Cloud Computing4▲ 43×3 topics
  6. Internet of Things4▲ 22×5 topics
  7. Security4▲ 27×6 topics
  8. Healthcare3▲ 15×5 topics
  9. Cybersecurity3▲ 77×4 topics
  10. Distributed Systems3▲ 39×2 topics
  11. Supply Chain Management3▲ 18×6 topics
  12. Anomaly Detection2▲ 50×4 topics
  13. Neural Networks2▲ 6.5×8 topics
  14. Smart Cities2▲ 59×3 topics
  15. Artificial Intelligence2▲ 6.6×3 topics
  16. IoT2▲ 25×3 topics
  17. IoT Security2▲ 33×3 topics
  18. MapReduce2▲ 106×1 topic
  19. Virtualization2▲ 73×1 topic
  20. 5G Networks2▲ 42×3 topics
  21. Social Media2▲ 6.6×6 topics
  22. Sustainability1▲ 2.5×3 topics
  23. Cellular Networks1▲ 82×1 topic
  24. Log Analysis1▲ 118×1 topic
  25. Massive MIMO1▲ 61×1 topic
  26. Performance Prediction1▲ 73×1 topic
  27. Data Mining1▲ 8.3×2 topics
  28. Privacy1▲ 22×2 topics
  29. Blockchain1▲ 41×1 topic
  30. Edge Computing1▲ 57×2 topics
  31. Smart Contracts1▲ 62×1 topic
  32. Big Data Analytics1▲ 41×1 topic
  33. Elastic Optical Networks1▲ 115×1 topic
  34. Information Systems1▲ 23×2 topics
  35. Meta-Analysis1▲ 6.1×3 topics
  36. Optical Networks1▲ 115×1 topic
  37. Privacy Protection1▲ 105×1 topic
  38. Resource Allocation1▲ 14×1 topic
  39. Wireless Sensor Networks1▲ 8.5×1 topic

Which research topics does Marriott International (Canada) publish most on?

By volume in 2022–2025: Cloud Computing and Resource Management, Blockchain Technology Applications and Security, Big Data and Digital Economy and Advanced MIMO Systems Optimization.

Cloud Computing and Resource Management: 2 fractional worksBlockchain Technology Applications and Security: 1 fractional worksBig Data and Digital Eco…1Big Data and Digital Economy: 1 fractional worksAdvanced MIMO Systems Op…1Advanced MIMO Systems Optimization: 1 fractional worksSoftware System Performance and Reliability: 1 fractional worksAdvanced Optical Network Technologies: 1 fractional worksInternet of Things and AI1Internet of Things and AI: 1 fractional worksNetwork Security and Intrusion Detection: 0 fractional worksSoftware-Defined Networks and 5G: 0 fractional worksCognitive Computing and Networks: 0 fractional works
Information SystemsElectrical and Electronic EngineeringComputer Networks and CommunicationsArtificial Intelligence

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

  1. 1 Cloud Computing and Resource Management Information Systems 2 works
  2. 2 Blockchain Technology Applications and Security Information Systems 1 works
  3. 3 Big Data and Digital Economy Information Systems 1 works
  4. 4 Advanced MIMO Systems Optimization Electrical and Electronic Engineering 1 works
  5. 5 Software System Performance and Reliability Computer Networks and Communications 1 works
  6. 6 Advanced Optical Network Technologies Electrical and Electronic Engineering 1 works
  7. 7 Internet of Things and AI Information Systems 1 works
  8. 8 Network Security and Intrusion Detection Computer Networks and Communications 0 works
  9. 9 Software-Defined Networks and 5G Computer Networks and Communications 0 works
  10. 10 Cognitive Computing and Networks Artificial Intelligence 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.

openly available54.0%not open46.0%

World: 28% of research is openly available.

with international co-authors52.9%domestic only47.1%

World: 19% is written across borders.

How has Marriott International (Canada)'s research output changed?

Output in 2018–2022 was 81% higher than in 2013–2017.

20002005201020152020
grewheldshrank

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 Edmonton

All research institutions in Edmonton

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.