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Topic · Computer Science Applications

IoT-based Control Systems

IoT-based Control Systems is a research topic within Computer Science Applications. Science Explorer counts 12k research works in it since 1978. 2.8% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on the innovations in educational technology and training, including topics such as Internet of Things, digital literacy, e-learning, quality of service, interactive multimedia learning, smart home applications, virtual classrooms, student engagement, and pedagogical innovations.

  • Internet of Things
  • Educational Challenges
  • Digital Literacy
  • E-Learning
  • Quality of Service
  • Interactive Multimedia Learning
  • Smart Home
  • Virtual Classrooms
  • Student Engagement
  • Pedagogical Innovations
Research works
12k
fractional, since 1978
In the world top 10%
338
per year above
Top-10% rate
2.8%
share of its works in the world top 10%
Growth, 2013–17 → 2018–22
+324%
the tick is no change

Which countries lead IoT-based Control Systems research?

By volume, Indonesia and ?? publish the most (4.7k and 295 works in 2022–2025).

By volume, 2022–2025

  1. 1 Indonesia 4.7k works
  2. 2 ?? 295 works
  3. 3 India 73 works
  4. 4 United States 59 works
  5. 5 Malaysia 46 works
  6. 6 China 21 works
  7. 7 Russia 20 works
  8. 8 Philippines 19 works
  9. 9 Spain 17 works
  10. 10 Canada 16 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.

Indonesia: 89.2%??: 5.6%India: 1.4%United States: 1.1%6 others listed: 2.6%89%largest
Indonesia4,657 · 89.2%??295 · 5.6%India73 · 1.4%United States59 · 1.1%6 others listed138 · 2.6%

Shares of the rows listed above, not of the whole node.

Which institutions lead IoT-based Control Systems research?

By volume in 2022–2025, State University of Malang publishes the most IoT-based Control Systems research, followed by State University of Padang and Universitas Negeri Surabaya.

By volume, 2022–2025

  1. 1 State University of MalangIndonesia 174 works
  2. 2 State University of PadangIndonesia 119 works
  3. 3 Universitas Negeri SurabayaIndonesia 76 works
  4. 4 University of Singaperbangsa KarawangIndonesia 72 works
  5. 5 Universitas PamulangIndonesia 63 works
  6. 6 Telkom UniversityIndonesia 62 works
  7. 7 University of MataramIndonesia 56 works
  8. 8 Jakarta State PolytechnicIndonesia 55 works
  9. 9 State University of MakassarIndonesia 55 works
  10. 10 Udayana UniversityIndonesia 53 works

Where is IoT-based Control Systems research done?

The largest centres of IoT-based Control Systems research in 2022–2025 are Jakarta (Indonesia), Surabaya (Indonesia), Malang (Indonesia) and Bandung (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Semarang, Surabaya and Balikpapan.

Largest cities, 2022–2025

  1. 1 Jakarta Indonesia 439 works
  2. 2 Surabaya Indonesia 311 works
  3. 3 Malang Indonesia 295 works
  4. 4 Bandung Indonesia 292 works
  5. 5 Medan Indonesia 234 works
  6. 6 Padang Indonesia 213 works
  7. 7 Semarang Indonesia 191 works
  8. 8 Yogyakarta Indonesia 170 works
  9. 9 Makassar Indonesia 161 works
  10. 10 Tangerang Indonesia 152 works

Where it is the local speciality

  1. Semarang33.0 works95×
  2. Surabaya48.6 works68×
  3. BalikpapanID · 43.8 works49×
  4. Bandung31.0 works39×
  5. KarawangID · 72.5 works35×
← less than its size predicts1×more →

Location quotient: how much more of its research is in IoT-based Control Systems than the world average.

See IoT-based Control Systems on the map

Where is the best place to study IoT-based Control Systems?

Among universities, judged by research, Sanata Dharma University, Universitas Muhammadiyah Sumatera Utara and State University of Padang 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.

0%5%10%mean 4.17%fractional works in this node (log) →share in the world top 10% →Sanata Dharma University: 10, 10.4%Universitas Muhammadiyah Sumatera Utara: 18, 9.9%State University of Padang: 119, 1.1%Gunadarma University: 36, 3.7%Universitas Negeri Surabaya: 76, 1.4%Universitas Wijaya Putra: 28, 3.0%Mercu Buana University: 34, 2.3%Universitas Yudharta Pasuruan: 13, 7.8%Bandung Institute of Technology: 50, 0.7%Sultan Ageng Tirtayasa University: 46, 1.4%Sanata Dharma Univer…Universitas Muhammad…Gunadarma UniversityState University of …
above the meannear itbelow it

One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.

#UniversityScoreTop 10%SpecialisationWorksGrowth
1 Sanata Dharma UniversityIndonesia 72.310.4%15.4×10 +466.7%
2 Universitas Muhammadiyah Sumatera UtaraIndonesia 65.29.9%15.6×18 —
3 State University of PadangIndonesia 61.21.1%21.7×119 +774.9%
4 Gunadarma UniversityIndonesia 60.73.7%35.0×36 +252.1%
5 Universitas Negeri SurabayaIndonesia 59.51.4%19.9×76 +724.7%
6 Universitas Wijaya PutraIndonesia 57.63.0%36.5×28 +333.3%
7 Mercu Buana UniversityIndonesia 56.82.3%19.6×34 +495.2%
8 Universitas Yudharta PasuruanIndonesia 56.77.8%44.7×13 —
9 Bandung Institute of TechnologyIndonesia 56.00.7%15.1×50 +433.6%
10 Sultan Ageng Tirtayasa UniversityIndonesia 55.81.4%23.1×46 +896.3%

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 IoT-based Control Systems research growing?

Output in 2018–2022 was 324% higher than in 2013–2017, peaking in 2023. The fastest-growing topics are IoT-based Control Systems.

19801990200020102020
grewheldshrank

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.