Science Explorer Interactive view Map
Institution · Pematangsiantar · ??

STIKOM Tunas Bangsa

In research, STIKOM Tunas Bangsa stands highest in Information Systems (#1,201 of 1,291 worldwide), Computer Science (#4,422 of 4,667 worldwide) and Physical Sciences (#12,701 of 12,888 worldwide), 2022–2025. Relative to its size it is most specialised in Information Systems, Computer Science and Artificial Intelligence — Information Systems is 24.4× its share of world research.

World rank, 2022–2025
#26,734
of 28,054 · #32,809 all time
Rank in ??
#599
of 692
Research works
522
▲ 1648% vs 2013–17
Citations
3.3k
6.4 per fractional work
Top-10% rate
4.4%
record average 16.5%
Open access
84%
world 28%

What is STIKOM Tunas Bangsa 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
Information SystemsSubfield #1,201 of 1,291 5.7%76 #917
Computer ScienceField #4,422 of 4,667 5.6%110 #3927
Physical SciencesDomain #12,701 of 12,888 5.1%121 #18543

Each strip is that field’s whole ranked pool, with the notch where STIKOM Tunas Bangsa 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).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022–2025. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Information Systems#917 #1,201
  2. Computer Science#3,927 #4,422
  3. Physical Sciences#18,543 #12,701
all time2022–2025, better2022–2025, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

What does STIKOM Tunas Bangsa specialise in?

Where its research is concentrated relative to its size: Information Systems takes 24.4× the share of its output that it takes of world research.

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

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: 0.99× its world share, 8 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.07× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 0.06× its world share, 0 worksNeuroscienceChemistry: 0.15× its world share, 0 worksChemistryComputer Science: 8.04× its world share, 110 worksComputer ScienceEarth and Planetary Sciences: 0.18× its world share, 0 worksEarth and Planetary …Engineering: 0.27× its world share, 7 worksEngineeringEnvironmental Science: 0.20× its world share, 2 worksEnvironmental ScienceMathematics: 0.78× its world share, 2 worksMathematicsHealth Professions: 0.64× its world share, 3 worksHealth ProfessionsMedicine: 0.12× its world share, 4 worksMedicineArts and Humanities: 0.28× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 2.57× its world share, 14 worksBusiness, Management…Decision Sciences: 0.24× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 0.52× its world share, 2 worksEconomics, Econometr…Psychology: 0.24× its world share, 1 worksPsychologySocial Sciences: 0.85× its world share, 19 worksSocial Sciencesworld share
more than its size predictsabout as predictedless

Rings at 0.5×, and 2×. Widest outward: Computer Science, 8.0×. Every wedge is a field page.

Which keywords describe research at STIKOM Tunas Bangsa?

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 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. 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

Which research topics does STIKOM Tunas Bangsa publish most on?

By volume in 2022–2025: Data Mining and Machine Learning Applications, Multimedia Learning Systems, Edcuational Technology Systems and Computer Science and Engineering.

  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

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 available84.0%not open16.0%

World: 28% of research is openly available.

with international co-authors1.1%domestic only98.9%

World: 19% is written across borders.

How has STIKOM Tunas Bangsa's research output changed?

Output in 2018–2022 was 1648% higher than in 2013–2017.

20152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

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.