超越可交换性:中国的投票过程
Beyond Exchangeability: The Chinese Voting Process
摘要:
许多在线社区提供用户贡献的回复,如产品评论和问题答案。用户提供的有用性投票可以突出最有用的响应,但投票是一个社会过程,可以根据响应的受欢迎程度和现有投票的极性获得动力。我们提出了中国投票过程(CVP)模型的演变有益的选票作为一个自我强化的过程依赖于立场和演示偏见。我们在亚马逊产品评论和80多个StackExchange论坛上评估了这个模型,测量了不同社区的个人响应和行为系数的内在质量。
英文摘要:
Many online communities present user-contributed responses such as reviews of products and answers to questions. User-provided helpfulness votes can highlight the most useful responses, but voting is a social process that can gain momentum based on the popularity of responses and the polarity of existing votes. We propose the Chinese Voting Process (CVP) which models the evolution of helpfulness votes as a self-reinforcing process dependent on position and presentation biases. We evaluate this model on Amazon product reviews and more than 80 StackExchange forums, measuring the intrinsic quality of individual responses and behavioral coefficients of different communities.
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。