Transaction Prediction in Blockchain: A Negative Link Prediction Algorithm Based on the Sentiment Analysis and Balance Theory

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Category</td><td class="align_center">Number</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Number of users</td><td class="align_center">14765</td></tr><tr><td class="align_left">Number of positive links</td><td class="align_center">272513</td></tr><tr><td class="align_left">Number of negative links</td><td class="align_center">52704</td></tr><tr><td class="align_left">Total number of texts</td><td class="align_center">612321</td></tr><tr><td class="align_left">Number of positive comments on the text</td><td class="align_center">6937986</td></tr><tr><td class="align_left">Number of negative comments on the text</td><td class="align_center">163502</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The statistical result of the Epinions dataset.</div>

Wireless Communications and Mobile Computing

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Table 2

Table 2: Transaction Prediction in Blockchain: A Negative Link Prediction Algorithm Based on the Sentiment Analysis and Balance Theory 