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3.4.5 Refining keyword clusters The number of keywords in each keyword cluster is unequal. In the document clustering phase, a keyword cluster with more keywords clusters more documents.
Therefore, not only do the meanings of the keywords in the
keyword clusters affect the results of document clustering,
but the sizes of the keyword clusters also affect the
accuracy. Hence, a criterion is required for refining the
keyword clusters. The component weight of the keyword clusters is
applied to eliminate loosely intra-connected keywords
from the keyword clusters. The component weight is given
by CW = CD(G)*AS(G), where CD(G) denotes the
connected density and AS(G) represents the average
strength of a keyword cluster. The connected density is
computed as ？, where |E(G)| denotes the number of edges in the keyword cluster, and |V(G)| denotes the number of vertices in the keyword cluster. The average strength of each cluster is estimated to

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