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Great Question! Question Quality in Community QA

机译:伟大的问题! 问题质量在社区问答

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Asking the right question in the right way is an art (and a science). In a community question-answering setting, a good question is not just one that is found to be useful by other people: a question is good if it is also presented clearly and shows prior research. Using a community question-answering site that allows voting over the questions, we show that there is a notion of question quality that goes beyond mere popularity. We present techniques using latent topic models to automatically predict the quality of questions based on their content. Our best system achieves a prediction accuracy of 72%, beating out strong baselines by a significant amount. We also examine the effect of question quality on the dynamics of user behavior and the longevity of questions.
机译:以正确的方式询问正确的问题是艺术(以及科学)。 在一个社区质疑答案的环境中,一个好问题不仅仅是一个被其他人有用的问题:如果它也被清楚地呈现并显示先前的研究,这是一个问题。 使用允许投票的社区质询答录网站,我们表明存在问题质量的概念,超越受欢迎。 我们使用潜在主题模型的技术基于其内容自动预测问题质量。 我们最好的系统实现了72%的预测精度,以大量跳出强的基线。 我们还研究了问题质量对用户行为动态的影响和问题的寿命。

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