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Company · Seoul · ??

Samsung SDS (South Korea)

samsungsds.comROR OpenAlex
World rank, all time
#34,617
of 42,892
Rank in ??
#668
of 1,041
Research works
128
▲ 45% vs 2013–17
Citations
3.1k
24.2 per fractional work
Top-10% rate
22.1%
record average 16.5%
Open access
30%
world 28%

What does Samsung SDS (South Korea) specialise in?

Where its research is concentrated relative to its size: Physical Sciences takes 2.1× the share of its output that it takes of world research.

  1. Physical SciencesDomain · 22.1 works2.1×
← 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.

Biochemistry, Genetics and Molecular Biology: 0.15× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 0.82× its world share, 0 worksNeuroscienceComputer Science: 7.97× its world share, 17 worksComputer ScienceEarth and Planetary Sciences: 0.27× its world share, 0 worksEarth and Planetary …Engineering: 0.99× its world share, 4 worksEngineeringEnvironmental Science: 0.12× its world share, 0 worksEnvironmental ScienceMaterials Science: 0.29× its world share, 0 worksMaterials ScienceMathematics: 1.05× its world share, 0 worksMathematicsPhysics and Astronomy: 0.75× its world share, 0 worksPhysics and AstronomyHealth Professions: 0.12× its world share, 0 worksHealth ProfessionsMedicine: 0.18× its world share, 1 worksMedicineNursing: 0.63× its world share, 0 worksNursingBusiness, Management and Accounting: 1.34× its world share, 1 worksBusiness, Management…Decision Sciences: 2.87× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.58× its world share, 0 worksEconomics, Econometr…Social Sciences: 0.28× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 8.0×. Every wedge is a field page.

Which keywords describe research at Samsung SDS (South Korea)?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Representation Learning, Unsupervised Learning, Semi-Supervised Learning, Transfer Learning and Domain Adaptation.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 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 17 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 17 words, with their numbers
  1. Deep Learning6▲ 6.4×28 topics
  2. Machine Learning4▲ 3.9×18 topics
  3. Neural Networks3▲ 7.9×10 topics
  4. Representation Learning2▲ 60×3 topics
  5. Unsupervised Learning2▲ 55×2 topics
  6. Semi-Supervised Learning2▲ 57×3 topics
  7. Transfer Learning2▲ 33×3 topics
  8. Domain Adaptation2▲ 109×1 topic
  9. Few-Shot Learning2▲ 109×1 topic
  10. Convolutional Neural Networks1▲ 6.5×7 topics
  11. Healthcare1▲ 3.8×6 topics
  12. Homomorphic Encryption1▲ 96×1 topic
  13. Identity-Based Encryption1▲ 96×1 topic
  14. Security Analysis1▲ 26×3 topics
  15. Security1▲ 6.0×5 topics
  16. Side-Channel Attacks1▲ 88×3 topics
  17. Text Classification1▲ 25×3 topics

Which research topics does Samsung SDS (South Korea) publish most on?

By volume in 2022–2025: Domain Adaptation and Few-Shot Learning, Cryptography and Data Security, Multimodal Machine Learning Applications and Cryptographic Implementations and Security.

Domain Adaptation and Few-Shot Learning: 2 fractional worksCryptography and Data Security: 1 fractional worksMultimodal Machine Learn…1Multimodal Machine Learning Applications: 1 fractional worksCryptographic Implementa…1Cryptographic Implementations and Security: 1 fractional worksTopic Modeling: 1 fractional worksGenerative Adversarial Networks and Image Synthesis: 1 fractional worksComplexity and Algorithm…1Complexity and Algorithms in Graphs: 1 fractional worksOnline Learning and Analytics: 0 fractional worksTechnology Assessment and Management: 0 fractional worksAdvanced Neural Network Applications: 0 fractional works
Artificial IntelligenceComputer Vision and Pattern RecognitionComputational Theory and MathematicsComputer Science Applications1 others

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

  1. 1 Domain Adaptation and Few-Shot Learning Artificial Intelligence 2 works
  2. 2 Cryptography and Data Security Artificial Intelligence 1 works
  3. 3 Multimodal Machine Learning Applications Computer Vision and Pattern Recognition 1 works
  4. 4 Cryptographic Implementations and Security Artificial Intelligence 1 works
  5. 5 Topic Modeling Artificial Intelligence 1 works
  6. 6 Generative Adversarial Networks and Image Synthesis Computer Vision and Pattern Recognition 1 works
  7. 7 Complexity and Algorithms in Graphs Computational Theory and Mathematics 1 works
  8. 8 Online Learning and Analytics Computer Science Applications 0 works
  9. 9 Technology Assessment and Management Safety, Risk, Reliability and Quality 0 works
  10. 10 Advanced Neural Network Applications Computer Vision and Pattern Recognition 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 available29.7%not open70.3%

World: 28% of research is openly available.

with international co-authors26.4%domestic only73.6%

World: 19% is written across borders.

How has Samsung SDS (South Korea)'s research output changed?

Output in 2018–2022 was 45% higher than in 2013–2017.

200020102020
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 Seoul

All research institutions in Seoul

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.