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University · Changsha · China

Hunan Software Vocational Institute

hnsoftedu.comROR OpenAlex
World rank, 2022–2025
#20,885
of 28,054 · #39,618 all time
Rank in China
#2,913
of 3,058
Research works
163
▲ 39% vs 2013–17
Citations
377
2.3 per fractional work
Top-10% rate
13.5%
record average 16.5%
Open access
30%
world 28%

What does Hunan Software Vocational Institute specialise in?

Where its research is concentrated relative to its size: Computer Science takes 5.1× the share of its output that it takes of world research.

  1. Computer ScienceField · 26.3 works5.1×
← 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.

Agricultural and Biological Sciences: 0.34× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.09× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 0.30× its world share, 0 worksNeuroscienceChemical Engineering: 1.69× its world share, 0 worksChemical EngineeringComputer Science: 5.13× its world share, 26 worksComputer ScienceEarth and Planetary Sciences: 0.52× its world share, 0 worksEarth and Planetary …Energy: 0.28× its world share, 0 worksEnergyEngineering: 1.71× its world share, 17 worksEngineeringEnvironmental Science: 0.46× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.18× its world share, 0 worksMaterials SciencePhysics and Astronomy: 0.10× its world share, 0 worksPhysics and AstronomyDentistry: 0.61× its world share, 0 worksDentistryHealth Professions: 0.61× its world share, 1 worksHealth ProfessionsMedicine: 0.12× its world share, 2 worksMedicineNursing: 0.41× its world share, 0 worksNursingArts and Humanities: 0.13× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 1.87× its world share, 4 worksBusiness, Management…Decision Sciences: 1.98× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.55× its world share, 1 worksEconomics, Econometr…Psychology: 0.44× its world share, 1 worksPsychologySocial Sciences: 0.93× its world share, 8 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.1×. Every wedge is a field page.

Which keywords describe research at Hunan Software Vocational Institute?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Artificial Intelligence, Machine Learning, Internet of Things, Data Mining, Neural Networks, Big Data and Cloud Computing.

▲ 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 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. Deep Learning20▲ 9.1×39 topics
  2. Machine Learning14▲ 6.4×26 topics
  3. Artificial Intelligence13▲ 14×13 topics
  4. Internet of Things11▲ 18×14 topics
  5. Data Mining7▲ 15×9 topics
  6. Neural Networks6▲ 6.2×15 topics
  7. Big Data5▲ 8.9×10 topics
  8. Cloud Computing5▲ 29×7 topics
  9. Wireless Sensor Networks4▲ 15×9 topics
  10. Online Education4▲ 29×2 topics
  11. Risk Assessment3▲ 7.6×3 topics
  12. Support Vector Machines3▲ 16×6 topics
  13. Multimedia Technology3▲ 72×2 topics
  14. Sustainable Development3▲ 2.9×5 topics
  15. Big Data Analytics3▲ 21×3 topics
  16. Image Processing3▲ 9.7×4 topics
  17. Logistics3▲ 26×2 topics
  18. Visual Tracking3▲ 55×2 topics
  19. Multimedia Teaching3▲ 123×1 topic
  20. Teaching Evaluation3▲ 123×1 topic
  21. Convolutional Neural Networks3▲ 5.4×8 topics
  22. Human-Computer Interaction3▲ 23×3 topics
  23. Wireless Sensor Network3▲ 91×2 topics
  24. Regional Planning2▲ 50×2 topics
  25. Economic Growth2▲ 4.4×5 topics
  26. Convolutional Neural Network2▲ 22×2 topics
  27. Virtual Reality2▲ 7.0×3 topics
  28. Image Classification2▲ 20×2 topics
  29. Detection2▲ 11×3 topics
  30. Spatial Statistics2▲ 76×2 topics
  31. Graph Embedding2▲ 97×1 topic
  32. Visual Question Answering2▲ 37×1 topic
  33. High-Speed Imaging2▲ 40×2 topics
  34. Supply Chain2▲ 14×2 topics
  35. Cross-Border E-Commerce2▲ 53×1 topic
  36. Digital Media Technology2▲ 68×1 topic
  37. Digital Technologies2▲ 19×1 topic
  38. Measurement2▲ 33×1 topic
  39. Optoelectronic2▲ 47×1 topic
  40. Visual Communication Design2▲ 68×1 topic

Which research topics does Hunan Software Vocational Institute publish most on?

By volume in 2022–2025: Educational Technology and Pedagogy, Advanced Technologies in Various Fields, E-commerce and Technology Innovations and Advanced Measurement and Detection Methods.

Educational Technology a…3Educational Technology and Pedagogy: 3 fractional worksAdvanced Technologies in…2Advanced Technologies in Various Fields: 2 fractional worksE-commerce and Technology Innovations: 2 fractional worksAdvanced Measurement and…2Advanced Measurement and Detection Methods: 2 fractional worksDigital Media and Visual…2Digital Media and Visual Art: 2 fractional worksRegional Development and Environment: 2 fractional worksAI and Multimedia in Education: 2 fractional worksFinancial Distress and B…2Financial Distress and Bankruptcy Prediction: 2 fractional worksIdeological and Political Education: 1 fractional worksApplied Advanced Technologies: 1 fractional works
Artificial IntelligenceBusiness and International ManagementElectrical and Electronic EngineeringComputer Graphics and Computer-Aided Design4 others

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

  1. 1 Educational Technology and Pedagogy Artificial Intelligence 3 works
  2. 2 Advanced Technologies in Various Fields Artificial Intelligence 2 works
  3. 3 E-commerce and Technology Innovations Business and International Management 2 works
  4. 4 Advanced Measurement and Detection Methods Electrical and Electronic Engineering 2 works
  5. 5 Digital Media and Visual Art Computer Graphics and Computer-Aided Design 2 works
  6. 6 Regional Development and Environment Sociology and Political Science 2 works
  7. 7 AI and Multimedia in Education Artificial Intelligence 2 works
  8. 8 Financial Distress and Bankruptcy Prediction Accounting 2 works
  9. 9 Ideological and Political Education Education 1 works
  10. 10 Applied Advanced Technologies Industrial and Manufacturing Engineering 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 available29.5%not open70.5%

World: 28% of research is openly available.

with international co-authors4.6%domestic only95.4%

World: 19% is written across borders.

How has Hunan Software Vocational Institute's research output changed?

Output in 2018–2022 was 39% 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 Changsha

All research institutions in Changsha

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.