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Table 4 The first three columns of the table show EVA results (α=0.8) in the semantic network, where nodes within the same community of star are highlighted according to three different dimensions: the semantic domain of star according to size is quite different from the other two ones. The last column of the table shows LOUVAIN results, where only the topological component is used: a classic approach, contrary to an attribute-aware one, merges in a unique cluster all the meanings of the word

From: Identifying and exploiting homogeneous communities in labeled networks

Star clusters
arousal gender size Louvain  
dawn dawn earth earth sky
diamond gaze galaxy night dark
glitter glow infinity void abyss
glow shine moon dawn sunshine
light sky planet celebrity astronaut
neon sunrise sky sparkle candle
sparkle sunset sun glitter diamond
sunshine world universe light neon