Question 1

What is Ratio known for?

Accepted Answer

In research, Ratio stands highest in Social Sciences (#6,177 of 14,833 worldwide), over all time.

Question 2

How does Ratio rank in research?

Accepted Answer

Ratio ranks #20,436 of 22,385 institutions worldwide on research quality in 2022-now (#15,918 all time), and #98 of 107 in Sweden.

Question 3

Who are the top researchers at Ratio?

Accepted Answer

Ranked on the quality score, Christian G. Sandström, Daniel Halvarsson and Martin Korpi lead among researchers whose main affiliation is Ratio.

Question 4

What are the most cited papers from Ratio?

Accepted Answer

The most cited paper from Ratio is "The Unified Modeling Language reference manual" (James E. Rumbaugh, Grady Booch, Ivar Jacobson, 1999), with 4,185 citations. Next come "The Unified Software Development Process" (3,395) and "Building Web applications with UML" (608).

Question 5

Which research topics does Ratio publish most on?

Accepted Answer

By volume in 2022-now: Populism, Right-Wing Movements, Political Economy and Marxism, Financial Distress and Bankruptcy Prediction and Smart Agriculture and AI.

Question 6

Which keywords describe research at Ratio?

Accepted Answer

By fractional works in 2022-now, weighted toward what it does more of than the world: Globalization, Neural Networks, Neoliberalism, Machine Learning, Deep Learning, Nationalism, Support Vector Machines and Social Media.

Question 7

Which fields of science does Ratio work in?

Accepted Answer

In 2022-now, 64% of research at Ratio is in Social Sciences, 26% in Physical Sciences. Its largest fields are Social Sciences (33%), Business, Management and Accounting (14%), Computer Science (11%). It does 2.4× the world's share of Social Sciences.

Question 8

Is Ratio's research output growing?

Accepted Answer

Output in 2022-2025 was 3% higher than in 2018-2021.