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Question and Answering Made Interactive An Exploration of Interactions in Social QA

机译:问题和回答使互动探索社会问答中的互动探索

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With the advancement of Web 2.0 techniques, social question and answering has become a new venue for individuals to seek for information online. Although it has been investigated by a number of works lately, so far still little has been known about how people interact with each other in order to satisfy their information needs in social Q&A. With the aim to understand the patterns of user interactions in the social Q&A context, as well as factors that may affect such kind of back-and-forth communications, in this work we collect over 1,000 question and answering dialogues from Sina Weibo. Statistical analyses including ANOVA, Pearson's correlation, linear regression and independent t-test are performed in order to answer our proposed research questions. Our results demonstrate the importance of studying the interactions in social Q&A given that about half of our collected question-answer pairs are of interactive nature. From the quantity perspective, we observe that questions within more complicated topics, such as "Healthcare" and "Education" generate more interactions. Significantly positive correlation is also noticed between social tie strength and the number of interactions. By manually annotating all interactive answers, we also indicate the importance of weak ties in providing high quality answers and interactions. Based on our results, we proposed potential implications for future design and implementations.
机译:随着Web 2.0技术的进步,社会问题和回答已成为个人在线寻求信息的新场所。虽然最近的作品已经被调查了,但到目前为止仍然很少有人着眼于人们如何相互互动,以便满足他们在社会问答中的信息需求。旨在了解社会问答中的用户交互模式,以及可能影响这种基于这项工作的因素,在这项工作中,我们收集了来自新浪微博的1,000多个问题和回答对话。统计分析包括Anova,Pearson的相关性,线性回归和独立的T检验,以便回答我们提出的研究问题。我们的结果展示了在鉴于我们收集的问题答案对的一半是互动性质的情况下,研究了社会问题问题的互动的重要性。从数量的角度来看,我们观察到更复杂的主题中的问题,例如“医疗保健”和“教育”产生更多的互动。社会领带实力与交互次数之间也有显着呈正相关。通过手动注释所有互动答案,我们还表明弱联系提供高质量答案和互动的重要性。根据我们的结果,我们提出了对未来设计和实施的潜在影响。

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