Application of Improved K-Means Algorithm in Collaborative Recommendation System

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Name</td><td class="align_center">Value</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Colony size</td><td class="align_center">20</td></tr><tr><td class="align_left">Number of clusters in Iris</td><td class="align_center">3</td></tr><tr><td class="align_left">Maximum iterations</td><td class="align_center">100</td></tr><tr><td class="align_left">Number of clusters in Balance-scale</td><td class="align_center">3</td></tr><tr><td class="align_left">Number of clusters in Glass</td><td class="align_center">6</td></tr><tr><td class="align_left">Maximum mining times</td><td class="align_center">10</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Parameter of improved ABC-K-means.</div>

Journal of Applied Mathematics

tab5

Table 5

Table 5: Application of Improved K-Means Algorithm in Collaborative Recommendation System 