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Recent advances in methods and techniques enable us to develop an interactiveoverlay to the global map of science based on aggregated citation relationsamong the 9,162 journals contained in the Science Citation Index and SocialScience Citation Index 2009 combined. The resulting mapping is provided byVOSViewer. We first discuss the pros and cons of the various options: citedversus citing, multidimensional scaling versus spring-embedded algorithms,VOSViewer versus Gephi, and the various clustering algorithms and similaritycriteria. Our approach focuses on the positions of journals in themultidimensional space spanned by the aggregated journal-journal citations. Anumber of choices can be left to the user, but we provide default optionsreflecting our preferences. Some examples are also provided; for example, thepotential of using this technique to assess the interdisciplinarity oforganizations and/or document sets.

Interactive Overlays: A New Method for Generating Global Journal Maps from Web-of-Science Data