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Google Scholar's Ranking Algorithm: The Impact of Articles' Age (An Empirical Study)

机译:Google Scholar的排名算法:文章年龄的影响(一项实证研究)

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Google Scholar is one of the major academic search engines but its ranking algorithm for academic articles is unknown. In recent studies we partly reverse-engineered the algorithm. This paper presents the results of our third study. While the first study provided a broad overview and the second study focused on researching the impact of citation counts, the current study focused on analyzing the correlation of an articlepsilas age and its ranking in Google Scholar. In other words, it was analyzed if older/recent published articles are more/less likely to appear in a top position in Google Scholarpsilas result lists. For our study, age and rankings of 1,099,749 articles retrieved via 2,100 search queries were analyzed. The analysis revealed that an articlepsilas age seems to play no significant role in Google Scholarpsilas ranking algorithm. It is also discussed why this might lead to a suboptimal ranking.
机译:Google学术搜索是主要的学术搜索引擎之一,但其学术文章的排名算法尚不清楚。在最近的研究中,我们对算法进行了部分反向工程。本文介绍了我们第三次研究的结果。虽然第一项研究提供了广泛的概述,而第二项研究着重于研究引文计数的影响,但当前的研究着重于分析文章年龄与Google学术搜索中其排名的相关性。换句话说,分析了较旧/最近发表的文章是否更多/不太可能出现在Google Scholarpsilas结果列表的顶部。在我们的研究中,分析了通过2,100个搜索查询检索到的1,099,749篇文章的年龄和排名。该分析表明,条款小标题年龄在Google Scholarpsilas排名算法中似乎没有重要作用。还讨论了为什么这可能导致次优排名。

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