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Science maps for exploration, navigation, and reflection-A graphic approach to strategic thinking
1Department of Ecoscience, Aarhus University, Aarhus, Denmark.
Plos One
|December 31, 2021
Summary
Science mapping visualizes research landscapes, aiding navigation and strategic planning. This study used co-word analysis on biology papers to reveal community structures and facilitate knowledge exchange.
Area of Science:
- Bibliometrics and scientometrics
- Research evaluation and policy
- Scientific communication
Background:
- The rapid growth of scientific publications necessitates tools for understanding complex research landscapes.
- Existing methods for overviewing science are insufficient for researchers, managers, and the public.
- Science mapping offers a visual approach to navigate and analyze evolving research fields.
Purpose of the Study:
- To demonstrate the practical application of topical scientific reference maps for understanding dynamic research landscapes.
- To utilize science maps for facilitating strategic thinking in research.
- To analyze the research domain of biology at Aarhus University as a case study.
Main Methods:
- Extracted 6,830 scientific papers from permanent biology staff at Aarhus University.
- Created a semantic cognitive map using co-word analysis of keywords and keyword phrases.
- Developed a Python workflow for data retrieval, map generation, and visualization of topics, papers, journals, researchers, and groups.
Main Results:
- Generated intelligible research maps revealing new insights into the research community's structure.
- Enabled comparison of researchers and groups to identify differences, similarities, overlaps, and gaps.
- Visualized the relationships and connections within the research landscape.
Conclusions:
- Science mapping provides valuable alternative views to traditional bibliometric data.
- These maps support both top-down and bottom-up research strategy development.
- The approach can strengthen strategic thinking, boost creativity, and contribute to scientific progress.
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