Deep Personalized Medical Recommendations Based on the Integration of Rating Features and Review Sentiment Analysis

<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">Algorithm</td><td class="align_center">RMSE</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">LDA</td><td class="align_center">1.784</td></tr><tr><td class="align_left">LFM</td><td class="align_center">1.689</td></tr><tr><td class="align_left">DeepCoNN</td><td class="align_center">1.653</td></tr><tr><td class="align_left">ConvMF</td><td class="align_center">1.647</td></tr><tr><td class="align_left">DeepCoNN+rating</td><td class="align_center">1.618</td></tr><tr><td class="align_left">RR&amp;R-CNN</td><td class="align_center"><i>1.583</i></td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of the experiment results from the Yelp dataset.</div>

Wireless Communications and Mobile Computing

tab2

Table 2

Table 2: Deep Personalized Medical Recommendations Based on the Integration of Rating Features and Review Sentiment Analysis 