The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter type</td><td class="align_center">Feature</td><td class="align_center">Description of data</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Product</td><td class="align_center">Types of agricultural products</td><td class="align_center">Ex: Chinese cabbage, cabbage, and green.</td></tr><tr><td class="align_left">Product</td><td class="align_center">Counties and cities of agricultural products</td><td class="align_center">Ex: Taichung, Taipei, and Kaohsiung.</td></tr><tr><td class="align_left">Product</td><td class="align_center">Special attributes of agricultural products</td><td class="align_center">Ex: organic label, production and sales resume, safe fruits and vegetables, and label of Jiyuan Garden.</td></tr><tr><td class="align_left">Promotion mode</td><td class="align_center">Main promotion mode</td><td class="align_center">Ex: immediate product discount, free shipping, and full discount.</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Characteristics of agricultural products on agricultural product sales websites.</div>

Mathematical Problems in Engineering

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Table 2: The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms 

Table 2 | The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms 