arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1509.00511cs.SIcs.MM
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Pinterest董事会对Twitter用户的建议

Pinterest Board Recommendation for Twitter Users

Xitong Yang, Yuncheng Li, Jiebo Luo

摘要:

Pinterest上的Pinboard是一种吸引在线社交媒体用户的新兴媒体,用户可以在其上发布特定主题的在线图像。不管它的重要性,很少有以前的工作,特别是促进信息发现的基础上插接板。本文提出了一种新的pinboard推荐系统的Twitter用户。为了将两个社交媒体平台的内容相关联,我们建议使用MultiLabel分类将Twitter用户followees映射到pinboard主题和视觉多样化,以推荐用户感兴趣的主题。在一个包含2000个用户的数据集上进行的初步实验验证了我们提出的系统。

英文摘要:

Pinboard on Pinterest is an emerging media to engage online social media users, on which users post online images for specific topics. Regardless of its significance, there is little previous work specifically to facilitate information discovery based on pinboards. This paper proposes a novel pinboard recommendation system for Twitter users. In order to associate contents from the two social media platforms, we propose to use MultiLabel classification to map Twitter user followees to pinboard topics and visual diversification to recommend pinboards given user interested topics. A preliminary experiment on a dataset with 2000 users validated our proposed system.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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