吴俊,张洋,吕欣.基于聚合的世界大学综合排名方法研究[J].军事高等教育研究,2019,42(1):83-90 |
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基于聚合的世界大学综合排名方法研究 |
On Comprehensive World University Ranking Based on Ranking Aggregation |
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DOI: |
中文关键词: 大学排名 排名聚合 高等教育评价 竞争图 |
Key Words:university ranking ranking aggregation higher education evaluation competition graph |
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中文摘要: |
随着社会对高等教育的需求日益提升,形形色色的世界大学排行榜应运而生。然而,各种榜单之间的显著差异使得决策者在运用榜单时困惑不已。在总结当前世界大学排名存在的问题基础上,提出基于聚合的世界大学排名思想进而提出基于竞争图的世界大学综合排名方法。实证分析结果表明本方法提升了大学排名的准确性和客观性,可以平滑大学排名中的误差,而且对各地区的排名更加公正。 |
Abstract: |
With the increasing demand for high education,many university rankings have been proposed in recent decades. However,the remarkable divergence among various rankings leads to confusion for decision- makers. In this paper,we propose a comprehensive world university ranking by aggregating existing individual university rankings. We present a new graph-based rank aggregation method by defining a competition graph of universities. The results show that the aggregated ranking increases the accuracy and objectiveness of ranking and can efficiently eliminate the outliers and regional partiality as a“smoother”. |
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