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University · Guangzhou · ??

Guangdong Polytechnic of Industry and Commerce

In research, Guangdong Polytechnic of Industry and Commerce stands highest in Physical Sciences (#11,703 of 12,888 worldwide), 2022–2025.

gdgm.edu.cnROR OpenAlex
World rank, 2022–2025
#22,439
of 28,054 · #40,666 all time
Rank in ??
#479
of 692
Research works
172
▲ 677% vs 2013–17
Citations
584
3.4 per fractional work
Top-10% rate
9.6%
record average 16.5%
Open access
45%
world 28%

What is Guangdong Polytechnic of Industry and Commerce known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #11,703 of 12,888 7.9%82 #21055

Each strip is that field’s whole ranked pool, with the notch where Guangdong Polytechnic of Industry and Commerce sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

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: 0.58× its world share, 3 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.08× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 0.16× its world share, 0 worksNeuroscienceChemical Engineering: 1.93× its world share, 1 worksChemical EngineeringChemistry: 0.06× its world share, 0 worksChemistryComputer Science: 3.19× its world share, 29 worksComputer ScienceEarth and Planetary Sciences: 2.65× its world share, 5 worksEarth and Planetary …Energy: 0.21× its world share, 0 worksEnergyEngineering: 1.87× its world share, 32 worksEngineeringEnvironmental Science: 1.64× its world share, 9 worksEnvironmental ScienceMaterials Science: 0.98× its world share, 4 worksMaterials ScienceMathematics: 0.37× its world share, 0 worksMathematicsPhysics and Astronomy: 0.37× its world share, 1 worksPhysics and AstronomyHealth Professions: 0.15× its world share, 0 worksHealth ProfessionsMedicine: 0.06× its world share, 1 worksMedicineNursing: 0.49× its world share, 0 worksNursingArts and Humanities: 0.40× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 2.25× its world share, 8 worksBusiness, Management…Decision Sciences: 1.14× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.78× its world share, 2 worksEconomics, Econometr…Psychology: 1.13× its world share, 4 worksPsychologySocial Sciences: 0.74× its world share, 11 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.2×. Every wedge is a field page.

Which keywords describe research at Guangdong Polytechnic of Industry and Commerce?

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

▲ 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 Learning21▲ 5.4×43 topics
  2. Artificial Intelligence14▲ 9.0×17 topics
  3. Internet of Things14▲ 14×18 topics
  4. Machine Learning12▲ 3.1×22 topics
  5. Wireless Sensor Networks9▲ 17×12 topics
  6. Big Data9▲ 8.3×10 topics
  7. Data Mining9▲ 10×8 topics
  8. Remote Sensing8▲ 5.7×19 topics
  9. Neural Networks6▲ 3.5×17 topics
  10. Sustainability6▲ 2.1×11 topics
  11. Cloud Computing6▲ 18×6 topics
  12. Sustainable Development5▲ 2.6×10 topics
  13. Information Systems4▲ 21×2 topics
  14. Online Education4▲ 19×2 topics
  15. Ideological Education4▲ 142×1 topic
  16. Political Education4▲ 142×1 topic
  17. Multimedia Teaching4▲ 96×1 topic
  18. Teaching Evaluation4▲ 96×1 topic
  19. Supply Chain Management4▲ 3.3×6 topics
  20. Land Use Change3▲ 9.4×6 topics
  21. Environmental Management3▲ 6.9×5 topics
  22. Supply Chain3▲ 13×3 topics
  23. Neural Network3▲ 13×4 topics
  24. Virtual Reality3▲ 5.0×6 topics
  25. Convolutional Neural Network3▲ 16×3 topics
  26. Fuzzy Logic3▲ 9.7×2 topics
  27. Intelligent Tutoring Systems3▲ 49×2 topics
  28. Robotics3▲ 9.6×4 topics
  29. Image Classification3▲ 13×2 topics
  30. Semantic Reasoning3▲ 28×2 topics
  31. Visual Question Answering3▲ 28×2 topics
  32. Big Data Analytics2▲ 9.7×4 topics
  33. Cyber-Physical Systems2▲ 8.0×3 topics
  34. Digital Twin2▲ 15×3 topics
  35. Support Vector Machines2▲ 6.5×4 topics
  36. Graph Embedding2▲ 61×1 topic
  37. Semantic Representation2▲ 52×1 topic
  38. Virtual Reality Technology2▲ 61×3 topics
  39. Cloud Manufacturing2▲ 20×1 topic
  40. Smart Manufacturing2▲ 20×1 topic

Which research topics does Guangdong Polytechnic of Industry and Commerce publish most on?

By volume in 2022–2025: Ideological and Political Education, Educational Technology and Pedagogy, Advanced Technologies in Various Fields and Digital Transformation in Industry.

Ideological and Political Education: 4 fractional worksEducational Technology and Pedagogy: 4 fractional worksAdvanced Technologies in Various Fields: 2 fractional worksDigital Transformation in Industry: 2 fractional worksEducational Technology and Assessment: 2 fractional worksOnline Learning and Analytics: 2 fractional worksWireless Sensor Networks…2Wireless Sensor Networks and IoT: 2 fractional worksEducational Reforms and Innovations: 2 fractional worksRemote Sensing and Land Use: 2 fractional worksBusiness and Economic De…2Business and Economic Development: 2 fractional works
EducationArtificial IntelligenceIndustrial and Manufacturing EngineeringInformation Systems5 others

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

  1. 1 Ideological and Political Education Education 4 works
  2. 2 Educational Technology and Pedagogy Artificial Intelligence 4 works
  3. 3 Advanced Technologies in Various Fields Artificial Intelligence 2 works
  4. 4 Digital Transformation in Industry Industrial and Manufacturing Engineering 2 works
  5. 5 Educational Technology and Assessment Information Systems 2 works
  6. 6 Online Learning and Analytics Computer Science Applications 2 works
  7. 7 Wireless Sensor Networks and IoT Control and Systems Engineering 2 works
  8. 8 Educational Reforms and Innovations Health, Toxicology and Mutagenesis 2 works
  9. 9 Remote Sensing and Land Use Atmospheric Science 2 works
  10. 10 Business and Economic Development Management, Monitoring, Policy and Law 2 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 available45.1%not open54.9%

World: 28% of research is openly available.

with international co-authors4.0%domestic only96.0%

World: 19% is written across borders.

How has Guangdong Polytechnic of Industry and Commerce's research output changed?

Output in 2018–2022 was 677% higher than in 2013–2017.

201020152020
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 Guangzhou

All research institutions in Guangzhou

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.