Intuitionistic Fuzzy Systems Applications
Intuitionistic Fuzzy Systems Applications is a research topic within Artificial Intelligence. Science Explorer counts 2.1k research works in it since 1950. 10.3% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on enhancing e-learning effectiveness through the use of intelligent agent-supported personalized virtual learning environments. It explores the application of advanced analytics such as InterCriteria Analysis, Genetic Algorithms, and Fuzzy Logic in the context of cyber-physical systems and big data. The research also delves into the integration of multi-agent systems and the development of software tools for educational technology.
- Intelligent Agent
- E-Learning
- InterCriteria Analysis
- Fuzzy Logic
- Genetic Algorithm
- Cyber-Physical Systems
- Big Data
- Virtual Learning Environment
- Multi-Agent System
- Educational Technology
- Research works
- 2.1k fractional, since 1950
- In the world top 10%
- 212 per year above
- Top-10% rate
- 10.3% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +14% the tick is no change
- Largest producer
Bulgaria
23% of the 10 largest, 2022-now
Which countries lead Intuitionistic Fuzzy Systems Applications research?
By volume, Bulgaria and India publish the most (108 and 94 works in 2022-now).
By volume, 2022-now
- 1
Bulgaria
108 works
- 2
India
94 works
- 3
Ukraine
59 works
- 4
China
54 works
- 5
United States
36 works
- 6
Russia
33 works
- 7
Uzbekistan
27 works
- 8
Poland
22 works
- 9
Slovakia
20 works
- 10
Türkiye
19 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 Intuitionistic Fuzzy Systems Applications research?
By volume in 2022-now, Bulgarian Academy of Sciences publishes the most Intuitionistic Fuzzy Systems Applications research, followed by Prof. Assen Zlatarov University and Kyrgyz State National University.
By volume, 2022-now
- 1
Bulgarian Academy of SciencesBulgaria
49 works
- 2
Prof. Assen Zlatarov UniversityBulgaria
29 works
- 3
Kyrgyz State National University
Kyrgyzstan
7 works
- 4
Polish Academy of SciencesPoland
5 works
- 5
Bharathidasan UniversityIndia
5 works
- 6
Human Growth FoundationUnited States
5 works
- 7
National Pedagogical University of UzbekistanUzbekistan
4 works
- 8
Shanghai Jiao Tong UniversityChina
4 works
- 9
Borys Grinchenko Kyiv Metropolitan UniversityUkraine
4 works
- 10
Vellore Institute of Technology UniversityIndia
3 works
Who are the leading researchers in Intuitionistic Fuzzy Systems Applications?
The most-cited researchers publishing on Intuitionistic Fuzzy Systems Applications include Witold Pedrycz, Ronald R. Yager and Zeshui Xu.
- 1
Witold Pedrycz
Canada
95k citations
- 2
Ronald R. Yager
United States
82k citations
- 3
Zeshui Xu
China
74k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Intuitionistic Fuzzy Systems Applications research done?
The largest centres of Intuitionistic Fuzzy Systems Applications research in 2022-now are Sofia (Bulgaria), Burgas (Bulgaria), Kyiv (Ukraine) and Tashkent (Uzbekistan). Among places with at least 20 works in it, it is an unusually large share of all research in Burgas and Sofia.
Largest cities, 2022-now
Where it is the local speciality
- BurgasBG · 30.7 works1916×
- SofiaBG · 67.5 works90×
Location quotient: how much more of its research is in Intuitionistic Fuzzy Systems Applications than the world average.
Where is the best place to study Intuitionistic Fuzzy Systems Applications?
Among universities, judged by research, Prof. Assen Zlatarov University 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.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Prof. Assen Zlatarov UniversityBulgaria |
4.0 | 3.4% | 3056.8× | 29 | -3.9% |
Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.
Every institution in Intuitionistic Fuzzy Systems Applications, country by countryIs Intuitionistic Fuzzy Systems Applications research growing?
Output in 2022-2025 was 14% higher than in 2018-2021, peaking in 2026. The fastest-growing topics are Intuitionistic Fuzzy Systems Applications.
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is Intuitionistic Fuzzy Systems Applications as a percentage of every work published that year, 0.0020% in 2024.
Fractional works of Intuitionistic Fuzzy Systems Applications over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year.
Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.
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.
Discussion
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