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Modelling User Behaviour in Online QA Communities for Customer Support

机译:在线Q&A社区中的用户行为建模用户支持

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With the increased popularity of Questions and Answers (Q&A) platforms, especially as a means to efficient customer support management, a lot of research has been carried out in order to study the user behaviour on Q&A sites. However, many research questions remain unanswered, as the underlying dynamics of replying in online communication platforms are not yet fully understood. One reason for this is that the interaction patterns in typical datasets with thousands of users and millions of posts are too complex to be broken down to the level of the individual users. In this paper, we present an agent-based model of online Q&A communities that is able to explain how these complex behaviour patterns evolve from the basic interactions of the individual agents. We evaluate our model on the SAP Community Network, and find that it closely reproduces Q&A behaviour of the real data.
机译:随着问题和答案的普及(Q&A)平台增加,特别是作为高效客户支持管理的手段,已经开展了大量研究,以研究问答网站上的用户行为。但是,许多研究问题仍未得到答复,因为在线通信平台的回复潜在动态尚未完全理解。其中一个原因是,具有数千个用户和数百万个帖子的典型数据集中的交互模式太复杂,无法分解到各个用户的级别。在本文中,我们提出了一种基于代理的在线问答模型,能够解释这些复杂的行为模式如何从个体代理的基本交互发展。我们在SAP社区网络上评估我们的模型,并发现它紧密地再现了真实数据的行为。

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