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Computational Social Choice: Strategic and Combinatorial Aspects

机译:计算社会选择:战略和组合方面

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摘要

When agents have conflicting preferences over a set of alternatives and they want to make a joint decision, a natural way to do so is by voting. How to design and analyze desirable voting rules has been studied by economists for centuries. In recent decades, technological advances, especially those in internet economy, have introduced many new applications for voting theory. For example, we can rate movies based on people's preferences, as done on many movie recommendation sites. However, in such new applications, we always encounter a large number of alternatives or an overwhelming amount of information, which makes computation in voting process a big challenge. Such challenges have led to a burgeoning area-computational social choice, aiming to address problems in computational aspects of preference representation and aggregation in a multi-agent scenario.
机译:当代理人对一组备选方案的偏好有冲突,并且他们希望做出联合决策时,自然的方式是通过投票。几个世纪以来,经济学家一直在研究如何设计和分析理想的投票规则。近几十年来,技术进步,尤其是互联网经济中的技术进步,为投票理论引入了许多新的应用。例如,我们可以根据人们的喜好对电影进行评分,就像在许多电影推荐网站上所做的那样。但是,在这样的新应用中,我们总是会遇到大量的选择或大量的信息,这使得投票过程中的计算成为一个巨大的挑战。这些挑战导致了区域计算社会选择的迅速发展,旨在解决多主体场景中偏好表示和聚合的计算方面的问题。

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