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Discover Financial Services (United States)

discover.coROR OpenAlex
Research works
36
▲ 153% vs 2013–17
Citations
493
13.7 per fractional work
Top-10% rate
19.0%
record average 16.5%
Open access
57%
world 28%

Not ranked overall: Discover Financial Services (United States) 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: 5.31× its world share, 7 worksComputer ScienceEarth and Planetary Sciences: 1.26× its world share, 0 worksEarth and Planetary …Energy: 1.51× its world share, 0 worksEnergyEngineering: 0.40× its world share, 1 worksEngineeringEnvironmental Science: 1.04× its world share, 1 worksEnvironmental ScienceBusiness, Management and Accounting: 8.46× its world share, 5 worksBusiness, Management…Decision Sciences: 5.13× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 3.69× its world share, 1 worksEconomics, Econometr…Psychology: 0.22× its world share, 0 worksPsychologySocial Sciences: 0.27× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 8.5×. Every wedge is a field page.

Which keywords describe research at Discover Financial Services (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Big Data, Supply Chain Management, Firm Performance, Sustainability, Analytics, Business Intelligence, Machine Learning and Neural Networks.

▲ 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 37 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 37 words, with their numbers
  1. Big Data5▲ 26×6 topics
  2. Supply Chain Management4▲ 23×5 topics
  3. Sustainability4▲ 6.5×6 topics
  4. Firm Performance4▲ 70×2 topics
  5. Analytics3▲ 174×1 topic
  6. Business Intelligence3▲ 174×1 topic
  7. Machine Learning3▲ 4.1×12 topics
  8. Neural Networks2▲ 5.9×5 topics
  9. Deep Learning2▲ 2.6×6 topics
  10. Artificial Intelligence2▲ 5.6×5 topics
  11. Deep Neural Networks2▲ 73×2 topics
  12. Climate Change2▲ 1.71×9 topics
  13. Risk Management2▲ 13×4 topics
  14. Interpretable Models2▲ 281×1 topic
  15. Machine Learning Interpretability2▲ 281×1 topic
  16. Security2▲ 9.6×7 topics
  17. Demand Forecasting1▲ 81×2 topics
  18. Economic Growth1▲ 5.1×7 topics
  19. Fraud Detection1▲ 51×2 topics
  20. Inventory Management1▲ 47×2 topics
  21. Classification1▲ 9.9×2 topics
  22. Urban Development1▲ 11×2 topics
  23. Cloud Computing1▲ 12×4 topics
  24. Corporate Governance1▲ 6.4×6 topics
  25. Global Warming1▲ 9.1×5 topics
  26. Investment Decisions1▲ 37×2 topics
  27. Healthcare1▲ 4.3×4 topics
  28. Housing Supply1▲ 74×1 topic
  29. Imbalanced Data1▲ 162×1 topic
  30. Mortgage Credit Expansion1▲ 74×1 topic
  31. SMOTE1▲ 162×1 topic
  32. Social Capital1▲ 7.2×2 topics
  33. Agent-Based Modeling1▲ 18×3 topics
  34. Energy Efficiency1▲ 3.6×3 topics
  35. Internet of Things1▲ 5.4×3 topics
  36. Regulation1▲ 4.7×2 topics
  37. Time Series1▲ 31×2 topics

Which research topics does Discover Financial Services (United States) publish most on?

By volume in 2022–2025: Big Data and Business Intelligence, Explainable Artificial Intelligence (XAI), Imbalanced Data Classification Techniques and Cloud Computing and Resource Management.

Big Data and Business In…3Big Data and Business Intelligence: 3 fractional worksExplainable Artificial I…2Explainable Artificial Intelligence (XAI): 2 fractional worksImbalanced Data Classifi…1Imbalanced Data Classification Techniques: 1 fractional worksCloud Computing and Resource Management: 1 fractional worksEthics and Social Impacts of AI: 1 fractional worksForecasting Techniques and Applications: 0 fractional worksInsurance and Financial Risk Management: 0 fractional worksCorporate Finance and Governance: 0 fractional worksBlockchain Technology Applications and Security: 0 fractional worksSupply Chain and Inventory Management: 0 fractional works
Management Information SystemsArtificial IntelligenceInformation SystemsSafety Research3 others

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

  1. 1 Big Data and Business Intelligence Management Information Systems 3 works
  2. 2 Explainable Artificial Intelligence (XAI) Artificial Intelligence 2 works
  3. 3 Imbalanced Data Classification Techniques Artificial Intelligence 1 works
  4. 4 Cloud Computing and Resource Management Information Systems 1 works
  5. 5 Ethics and Social Impacts of AI Safety Research 1 works
  6. 6 Forecasting Techniques and Applications Management Science and Operations Research 0 works
  7. 7 Insurance and Financial Risk Management Economics and Econometrics 0 works
  8. 8 Corporate Finance and Governance Accounting 0 works
  9. 9 Blockchain Technology Applications and Security Information Systems 0 works
  10. 10 Supply Chain and Inventory Management Management Information Systems 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 available56.7%not open43.3%

World: 28% of research is openly available.

with international co-authors17.0%domestic only83.0%

World: 19% is written across borders.

How has Discover Financial Services (United States)'s research output changed?

Output in 2018–2022 was 153% higher than in 2013–2017.

2005201020152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

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.