A game theory-based analysis of search engine non-neutral behavior

L. Guijarro, V. Pla, B. Tuffin, P. Maillé, Pierre Coucheney
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Abstract

In recent years, there has been a rising concern about the policy of major search engines, and more specifically about their ranking in so-called organic results corresponding to keywords searches. The associated proposition is that their behavior should be regulated. The concern comes from search bias, which refers to search rankings based on some principle different from the expected automated relevance. In this paper, we analyze one behavior that results in search bias: the payment by content providers to the search engine in order to improve the chances to be located and accessed by a search engine user. A simple game theory-based model is presented where both a search engine and a content provider interact strategically, and the aggregated behavior of users is modeled by a demand function. The utility of each stakeholder when the search engine is engaged in such a non-neutral behavior is compared with the neutral case when no such side payment is present.
基于博弈论的搜索引擎非中立行为分析
近年来,人们越来越关注主要搜索引擎的政策,更具体地说,是他们在与关键词搜索相对应的所谓自然结果中的排名。相关的主张是,他们的行为应该受到规范。这种担忧来自于搜索偏差,它指的是基于与预期的自动相关性不同的某些原则的搜索排名。在本文中,我们分析了一种导致搜索偏差的行为:内容提供商向搜索引擎付费,以提高搜索引擎用户定位和访问的机会。提出了一个简单的基于博弈论的模型,其中搜索引擎和内容提供商进行了策略交互,用户的聚合行为由需求函数建模。当搜索引擎从事这种非中立行为时,每个利益相关者的效用与不存在这种侧支付时的中立情况进行比较。
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