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Ranking resilience: assessing the impact of scientific performance and the expansion of the Times Higher Education Word University Rankings on the position of Czech, Hungarian, Polish, and Slovak universities
University rankings are gaining importance worldwide. While the top-ranked universities are the subject of numerous academic publications, very...
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The model of maximum productivity for research universities SciVal author ranks, productivity, university rankings, and their implications
Aware of the growing importance of global rankings, universities aim to enhance their positions. However, the exact relation between research...
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A menagerie of rankings: a look in RePEc’s factory
This paper provides an overview of RePEc a digital platform for the dissemination of research in economics. Specifically, the focus is on RePEc’s...
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A heuristic approach based on Leiden rankings to identify outliers: evidence from Italian universities in the European landscape
We propose an innovative use of the Leiden Rankings (LR) in institutional management. Although LR only consider research output of major universities...
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A study of entrepreneur and innovative university index by entropy-based grey relational analysis and PROMETHEE
In recent years, the concept of entrepreneurial and innovative universities has gained widespread prominence. Many universities have been paying more...
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Education journal rankings: a diversity-based Author Affiliation Index assessment methodology
Determining the reputation of academic journals is an crucial issue. The Author Affiliation Index (AAI) was proposed as a novel indicator for judging...
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Visualization of rank-citation curves for fast detection of h-index anomalies in university metrics
University rankings, despite facing criticism, continue to maintain their popularity. In the 2023 Scopus Ranking of Ukrainian Universities, certain...
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Internationalization of the University
These days, universities acquire a reputation appearing on international rankings such as THE and QS. Innopolis is in the process of entering such...
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Fine-grained academic rankings: map** affiliation of the influential researchers with the top ranked HEIs
The academic ranking process has considerably evolved in the past fifteen years and the evolution has gained the momentum in last few years. Starting...
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Fairness in rankings and recommendations: an overview
We increasingly depend on a variety of data-driven algorithmic systems to assist us in many aspects of life. Search engines and recommender systems...
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Skyline-Based University Rankings
University rankings comprise a significant tool in making decisions in our modern educational process. In this paper, we propose a novel university...
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Metalearning Approaches for Algorithm Selection I (Exploiting Rankings)
This chapter discusses an approach to the problem of algorithm selection, which exploits the performance metadata of algorithms (workflows) on prior...
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Self-defined information indices: application to the case of university rankings
University rankings are now relevant decision-making tools for both institutional and private purposes in the management of higher education and...
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The moderating effect of altmetrics on the correlations between single and multi-faceted university ranking systems: the case of THE and QS vs. Nature Index and Leiden
University ranking systems use various single and multi-faceted methodologies. Despite being efficient and less biased, the former fails to cover all...
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Different measures of international faculty and their impacts on global rankings
This study analyzed how the ranking status has changed at various higher education system levels by applying different definitions of international...
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Movie Keyword Search Using Large-Scale Language Model with User-Generated Rankings and Reviews
The paper proposes a novel method for conducting keyword-based movie searches using user-generated rankings and reviews, by utilizing the BERT...
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A Novel Method for University Ranking: Bounded Skyline
University rankings are not only used as tools in academia and funding agencies, but they are popular readings in newspapers and magazines as well,...
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Analyzing the impact of reputational bias on global university rankings based on objective research performance data: the case of the Shanghai Ranking (ARWU)
This paper analyzes the potential impact of reputational bias on academic classifications based upon current research performance measures. Empirical...
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Complex networks for benchmarking in global universities rankings
Finding a set of units that can serve as a reference for growth or improvement in positions within a ranking is not a simple task, since each ranking...
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Joint regression and learning from pairwise rankings for personalized image aesthetic assessment
Recent image aesthetic assessment methods have achieved remarkable progress due to the emergence of deep convolutional neural networks (CNNs)....