AI and Big Data Applications
AI and Big Data Applications is a research topic within Information Systems. Science Explorer counts 3.7k research works in it since 1978. 9.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers covers a wide range of topics related to smart technology and data analytics applications, including artificial intelligence, internet of things, deep learning, wireless sensor networks, big data analytics, computer network security, virtual reality technology, cloud computing, and smart city technology. The papers explore the integration of advanced technologies in various domains such as healthcare monitoring systems, renewable energy generation, disaster response systems, intelligent transportation, education, and environmental monitoring.
- Artificial Intelligence
- Internet of Things
- Data Mining
- Deep Learning
- Wireless Sensor Networks
- Big Data Analytics
- Computer Network Security
- Virtual Reality Technology
- Cloud Computing
- Smart City Technology
- Research works
- 3.7k fractional, since 1978
- In the world top 10%
- 364 per year above
- Top-10% rate
- 9.9% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +1055% the tick is no change
Which countries lead AI and Big Data Applications research?
By volume, China and India publish the most (1.7k and 86 works in 2022–2025).
By volume, 2022–2025
- 1 China 1.7k works
- 2 India 86 works
- 3 ?? 48 works
- 4 United States 39 works
- 5 South Korea 28 works
- 6 Indonesia 19 works
- 7 Malaysia 19 works
- 8 Philippines 18 works
- 9 United Kingdom 14 works
- 10 Iraq 13 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead AI and Big Data Applications research?
By volume in 2022–2025, Shandong Institute of Commerce & Technology publishes the most AI and Big Data Applications research, followed by Wuhan Business University and Chongqing Vocational Institute of Engineering.
By volume, 2022–2025
- 1 Shandong Institute of Commerce & TechnologyChina 17 works
- 2 Wuhan Business UniversityChina 14 works
- 3 Chongqing Vocational Institute of EngineeringChina 12 works
- 4 Guangzhou Vocational College of Science and TechnologyChina 11 works
- 5 Nanning Normal UniversityChina 11 works
- 6 Guangdong Polytechnic of Science and TechnologyChina 11 works
- 7 China Southern Power Grid (China)China 9 works
- 8 State Grid Corporation of China (China)China 9 works
- 9 Henan Forestry Vocational CollegeChina 9 works
- 10 Changchun UniversityChina 9 works
Where is AI and Big Data Applications research done?
The largest centres of AI and Big Data Applications research in 2022–2025 are Beijing (China), Wuhan (China), Guangzhou (China) and Xi'an (China).
Where is the best place to study AI and Big Data Applications?
Among universities, judged by research, Henan Forestry Vocational College, Guangdong Polytechnic of Science and Technology and Guangzhou Vocational College of Science and Technology score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Henan Forestry Vocational CollegeChina | 41.1 | 24.7% | 133.6× | 9 | — |
| 2 | Guangdong Polytechnic of Science and TechnologyChina | 29.4 | 4.1% | 104.6× | 11 | — |
| 3 | Guangzhou Vocational College of Science and TechnologyChina | 27.9 | 4.5% | 95.3× | 11 | — |
| 4 | Wuhan Business UniversityChina | 26.6 | 0.0% | 91.8× | 14 | — |
| 5 | Shandong Institute of Commerce & TechnologyChina | 26.0 | 0.0% | 189.6× | 17 | — |
| 6 | Changchun UniversityChina | 25.2 | 10.4% | 39.9× | 8 | — |
| 7 | Harbin UniversityChina | 24.1 | 9.4% | 72.3× | 8 | — |
| 8 | Chongqing Vocational Institute of EngineeringChina | 23.8 | 2.7% | 106.1× | 12 | — |
| 9 | Nanning Normal UniversityChina | 23.1 | 1.8% | 54.2× | 11 | — |
| 10 | Henan Polytechnic UniversityChina | 18.0 | 6.2% | 13.7× | 8 | — |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is AI and Big Data Applications research growing?
Output in 2018–2022 was 1055% higher than in 2013–2017, peaking in 2022. The fastest-growing topics are AI and Big Data Applications.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.