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Research in Pematangsiantar

Science Explorer records 1 research institutions in Pematangsiantar. The highest-ranked on research quality in 2022–2025 are STIKOM Tunas Bangsa.

Research institutions
1
1 of them ranked worldwide
Research works
522
▲ 1648% vs 2013–17
Top-10% rate, 2022–2025
4.4%
record average 16.5%

A city carries no overall standing here. The composite score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Pematangsiantar?

#InstitutionWorksAgainst the largest hereWorld rank
1STIKOM Tunas BangsaInstitution 522 #26,734

By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.

What is Pematangsiantar strongest at in research?

Relative to its size, research in Pematangsiantar is most concentrated in Information Systems, Computer Science and Artificial Intelligence (24.4× the world share in Information Systems).

  1. Information SystemsSubfield · 75.9 works24×
  2. Computer ScienceField · 109.7 works8.0×
  3. Artificial IntelligenceSubfield · 29.5 works7.0×
← less than its size predicts1×more →

Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.

Which keywords describe research in Pematangsiantar?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Data Mining, Artificial Intelligence, Machine Learning, Neural Networks, E-Learning, Predictive Modeling, Naive Bayes Classifier and Classification Algorithms.

▲ 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 city'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. Data Mining62▲ 47×7 topics
  2. Artificial Intelligence58▲ 24×9 topics
  3. Machine Learning44▲ 7.6×27 topics
  4. Neural Networks38▲ 14×8 topics
  5. E-Learning37▲ 21×7 topics
  6. Predictive Modeling37▲ 77×2 topics
  7. Naive Bayes Classifier36▲ 232×2 topics
  8. Classification Algorithms36▲ 348×1 topic
  9. Clustering Methods36▲ 348×1 topic
  10. Education28▲ 9.2×10 topics
  11. Learning23▲ 44×4 topics
  12. Decision Support System22▲ 68×3 topics
  13. Educational Technology22▲ 10×9 topics
  14. Multimedia22▲ 118×2 topics
  15. Android22▲ 152×1 topic
  16. System22▲ 152×1 topic
  17. Fuzzy Logic21▲ 48×5 topics
  18. Big Data17▲ 11×6 topics
  19. Knowledge Management16▲ 17×3 topics
  20. Natural Language Processing16▲ 39×2 topics
  21. Expert Systems16▲ 75×1 topic
  22. Information System16▲ 89×1 topic
  23. Internet of Things10▲ 6.8×7 topics
  24. Computer Vision10▲ 21×3 topics
  25. Artificial Neural Networks10▲ 12×3 topics
  26. Information Technology10▲ 11×2 topics
  27. Digital Image Processing10▲ 163×1 topic
  28. MATLAB10▲ 163×1 topic
  29. Supply Chain Management8▲ 5.1×7 topics
  30. E-commerce8▲ 7.5×2 topics
  31. Digital Literacy7▲ 6.8×3 topics
  32. Digital Transformation7▲ 7.8×3 topics
  33. Information Retrieval7▲ 18×2 topics
  34. Privacy Protection7▲ 57×2 topics
  35. Knowledge Acceleration7▲ 85×1 topic
  36. Social Network Extraction7▲ 85×1 topic
  37. Media Literacy6▲ 5.6×3 topics
  38. Quality Control5▲ 15×2 topics
  39. Operations Research5▲ 16×1 topic
  40. Production Management5▲ 19×1 topic

What research is done in Pematangsiantar?

Data Mining and Machine …36Data Mining and Machine Learning Applications: 36 fractional worksMultimedia Learning Systems: 22 fractional worksEdcuational Technology S…16Edcuational Technology Systems: 16 fractional worksComputer Science and Eng…10Computer Science and Engineering: 10 fractional worksInformation Retrieval and Data Mining: 7 fractional worksManagement and Optimization Techniques: 5 fractional worksDecision Support System Applications: 5 fractional worksBlockchain Technology in Education and Learning: 4 fractional worksEducational Methods and Media Use: 4 fractional worksIoT-based Control Systems: 3 fractional works
Information SystemsArtificial IntelligenceStrategy and ManagementManagement Information Systems1 others

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

  1. 1 Data Mining and Machine Learning Applications Information Systems 36 works
  2. 2 Multimedia Learning Systems Information Systems 22 works
  3. 3 Edcuational Technology Systems Artificial Intelligence 16 works
  4. 4 Computer Science and Engineering Artificial Intelligence 10 works
  5. 5 Information Retrieval and Data Mining Information Systems 7 works
  6. 6 Management and Optimization Techniques Strategy and Management 5 works
  7. 7 Decision Support System Applications Management Information Systems 5 works
  8. 8 Blockchain Technology in Education and Learning Information Systems 4 works
  9. 9 Educational Methods and Media Use Information Systems 4 works
  10. 10 IoT-based Control Systems Computer Science Applications 3 works

Research output over time

20152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more.