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电商直播平台行为用户群体画像研究——以蘑菇街直播为例

A Study on the Behavioral User Group Portrait of Female E-commerce Live Broadcast Platform——A Case Study of Mogujie Live Broadcast

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【作者】 丁文文; 李征宇; 李贵;

【Author】 DING Wenwen;LI Zhengyu;LI Gui;Shenyang Jianzhu University;

【机构】 沈阳建筑大学;

【摘要】 为电商直播平台更精细运营提供建议。以蘑菇街电商直播间动作用户作为研究对象,通过爬虫程序,获取直播间截图、分享、加购物车、加关注、弹幕、时间等和动作用户个人主页的粉丝数、关注数、种草力数、身高、体重等,提出并使用二次聚类的群体画像方法。结论表明该平台存在9类典型群体,对聚类中心点对比,识别各群体特征,提出精准运营策略和建议。

【Abstract】 Provide suggestions for the finer operation of the e-commerce live broadcast platform. Taking the action users of Mogujie e-commerce broadcast room as the research object, through the crawler program, the screenshot, share, add shopping cart, add attention, bullet screen, time, etc. of the broadcast room and the number of fans, number of attention, number of grass planting, height, weight, etc. of the personal homepage of the action users are obtained. And the group portrait method of secondary clustering is proposed and used. The conclusion shows that there are 9 types of typical groups in the platform. By comparing the clustering center points, the characteristics of each group are identified and precise operation strategies and suggestions are put forward.

  • 【文献出处】 科技资讯 ,Science & Technology Information , 编辑部邮箱 ,2021年14期
  • 【分类号】G206;F724.6
  • 【被引频次】1
  • 【下载频次】508
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