Topic · Artificial Intelligence
Cognitive Science and Mapping
Cognitive Science and Mapping is a research topic within Artificial Intelligence. Science Explorer counts 17k 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 the application of Fuzzy Cognitive Maps (FCMs) in modeling complex systems, decision support, and knowledge representation. It explores various learning algorithms for FCMs, their use in scenario development for social-ecological systems, prediction in healthcare decision making, and their role in multi-criteria analysis.
- Fuzzy Cognitive Maps
- Modeling
- Decision Support
- Knowledge Representation
- Learning Algorithms
- Scenario Development
- Social-Ecological Systems
- Prediction
- Healthcare Decision Making
- Multi-Criteria Analysis
- Research works
- 17k fractional, since 1950
- In the world top 10%
- 1.8k per year above
- Top-10% rate
- 10.3% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +9% the tick is no change
- Largest producer
China
27% of the 10 largest, 2022-now
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