An Improved Louvain Algorithm for Community Detection

<table class="table-group" id="tab10"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left"></td><td class="align_center">Modularity</td><td class="align_center">Number of communities</td><td class="align_center">Time (ms)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Louvain</td><td class="align_center">0.541836</td><td class="align_center">24818</td><td class="align_center">9338877</td></tr><tr><td class="align_left">Fast Louvain</td><td class="align_center">0.542506</td><td class="align_center">17307</td><td class="align_center">1892466</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Result contrast of Wikipedia talk network.</div>

Mathematical Problems in Engineering

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Table 10

Table 10: An Improved Louvain Algorithm for Community Detection 