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7 months ago in Data Visualization , Science Mapping By Anusha

What is the fundamental principle behind creating a co-occurrence network of keywords in VOSviewer, and what does the resulting map signify?

I’ve generated my first keyword map and it looks impressive, but I want to understand the mechanics behind it before I interpret it. What is the core algorithm or rule linking these terms, and what does the spatial layout and grouping of keywords on the map fundamentally represent about my research corpus?

Bibliography Networks VOSviewer KeywordCo-occurrence

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By Pranav Answered 4 months ago

Think of it this way: the fundamental principle is that keywords appearing together frequently in the same documents are likely conceptually related. VOSviewer builds a network where each keyword is a node, and the links between them are weighted by their co-occurrence count. The resulting map uses a clustering algorithm to group tightly interconnected keywords and a layout algorithm to place related clusters near each other. In practice, I interpret this as a landscape of ideas clusters represent distinct research themes, and the distance between items roughly indicates their relatedness within your dataset.

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