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Reviving Dormant Ties in an Online Social Network Experiment

机译:在在线社交网络实验中复活休眠关系

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Social network users connect and interact with one another to fulfil different kinds of social and information needs. When interaction ceases between two users, we say that their tie becomes dormant. While there are different underlying reasons of dormant ties, it is important to find means to revive such ties so as to maintain vibrancy in the relationships. In this work, we thus focus on designing an online experiment to evaluate the effectiveness of personalized social messages to revive dormant ties. The experiment carefully selects users with dormant ties so that no user gets mixed treatments and be affected by the responses of other users undergoing treatment. Our results show that personalized message content plays an important part in reviving dormant ties. Specifically, we find the message containing friend's recent activity information is more effective than that containing inter-friend activity information. We observe that the quality of engagement of at least 50% of the revived ties can effectively be restored to the level before the ties become dormant. We also observe that it is easier to revive dormant ties that involve users from the same country than those involving users from different countries.
机译:社交网络用户彼此连接和互动以满足不同类型的社交和信息需求。当互动在两个用户之间停止时,我们说他们的领带变得休眠。虽然存在休眠关系的不同原因,但重要的是找到恢复这些关系的手段,以便在关系中保持活力。在这项工作中,我们专注于设计在线实验,以评估个性化社会信息的有效性,以恢复休眠关系。实验仔细选择具有休眠关系的用户,因此没有用户获得混合治疗,并受到其他用户进行治疗的反应的影响。我们的结果表明,个性化的留言内容在复兴休眠关系中起着重要的部分。具体来说,我们发现包含朋友最近的活动信息的消息比包含与朋友间活动信息更有效。我们观察到,至少50%的复活领带的敬意质量可以有效地恢复到关系休眠状态之前的水平。我们还观察到更容易恢复休眠关系,这些关系涉及来自同一个国家的用户而不是涉及来自不同国家的用户的用户。

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