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This book critically analyses the value of citation data, altmetrics, and artificial intelligence to support the research evaluation of articles, scholars, departments, universities, countries, and funders. It introduces and discusses…

数字图书馆 · 计算机科学 2025-04-14 Mike Thelwall

Evaluative bibliometrics compares the citation impact of researchers, research groups and institutions with each other across time scales and disciplines. Both factors - discipline and period - have an influence on the citation count which…

数字图书馆 · 计算机科学 2014-12-10 Lutz Bornmann , Werner Marx

The objective of this research is to determine if the reference to a country in the title, keywords or abstract of a publication can influence its visibility (measured by the impact factor of the publishing journal) and citability (measured…

数字图书馆 · 计算机科学 2018-10-31 Giovanni Abramo , Ciriaco Andrea D'Angelo , Flavia Di Costa

The two most used citation impact indicators in the assessment of scientific journals are, nowadays, the impact factor and the h-index. However, both indicators are not field normalized (vary heavily depending on the scientific category)…

数字图书馆 · 计算机科学 2015-10-14 Sara M. Gonzalez-Betancor , Pablo Dorta-Gonzalez

This is a report about the use and misuse of citation data in the assessment of scientific research. The idea that research assessment must be done using ``simple and objective'' methods is increasingly prevalent today. The ``simple and…

统计方法学 · 统计学 2009-10-20 Robert Adler , John Ewing , Peter Taylor

Many factors could affect the number of citations to a paper. Citations have an important role in research policy and in measuring the excellence of research and researchers. This work is the first study in software engineering (SE) to…

数字图书馆 · 计算机科学 2019-08-14 Mika Mäntylä , Vahid Garousi

Citation analysis is used extensively in the bibliometrics literature to assess the impact of individual works, researchers, institutions, and even entire fields of study. In this paper, we analyze citations in one large and influential…

数字图书馆 · 计算机科学 2023-01-31 Eitan Frachtenberg

Citations are used for research evaluation, and it is therefore important to know which factors influence or associate with citation impact of articles. Several citation factors have been studied in the literature. In this study we propose…

数字图书馆 · 计算机科学 2022-04-01 Peter Sjögårde , Fereshteh Didegah

This literature review identifies indicators that associate with higher impact or higher quality research from article text (e.g., titles, abstracts, lengths, cited references and readability) or metadata (e.g., the number of authors,…

数字图书馆 · 计算机科学 2022-12-14 Kayvan Kousha , Mike Thelwall

Questionable publications have been accused of "greedy" practices; however, their influence on academia has not been gauged. Here, we probe the impact of questionable publications through a systematic and comprehensive analysis with various…

数字图书馆 · 计算机科学 2022-05-10 Taekho You , Jinseo Park , June Young Lee , Jinhyuk Yun , Woo-Sung Jung

The number of publications has been a fundamental merit in the competition for academic positions since the late 18th century. Today, the simple counting of publications has been supplemented with a whole range of bibliometric measures,…

数字图书馆 · 计算机科学 2016-10-13 Bjorn Hammarfelt , Alexander D. Rushforth

As academic research becomes increasingly diverse, traditional literature evaluation methods face significant limitations,particularly in capturing the complexity of academic dissemination and the multidimensional impacts of literature. To…

信息检索 · 计算机科学 2025-09-16 Mingyue Kong , Yinglong Zhang , Likun Sheng , Kaifeng Hong

Citation metrics serve as the cornerstone of scholarly impact evaluation despite their well-documented vulnerability to inflation through self-citation practices. This paper introduces the Self-Citation Adjusted Index (SCAI), a…

数字图书馆 · 计算机科学 2025-05-13 Rahul Vishwakarma , Sinchan Banerjee

Citation numbers and other quantities derived from bibliographic databases are becoming standard tools for the assessment of productivity and impact of research activities. Though widely used, still their statistical properties have not…

物理与社会 · 物理学 2013-12-17 Filippo Radicchi , Claudio Castellano

Research funding and reputation in the UK have, for over two decades, been increasingly dependent on a regular peer-review of all UK departments. This is to move to a system more based on bibliometrics. Assessment exercises of this kind…

统计方法学 · 统计学 2009-10-20 Bernard W. Silverman

Evaluating and comparing the academic performance of a journal, a researcher or a single paper has long remained a critical, necessary but also controversial issue. Most of existing metrics invalidate comparison across different fields of…

数字图书馆 · 计算机科学 2014-12-30 Tiancheng Li

Scientific journals are an important choice of publication venue for most authors. Publishing in prestigious journal plays a decisive role for authors in hiring and promotions. In last decade, citation pressure has become intact for all…

数字图书馆 · 计算机科学 2018-07-31 Joyita Chakraborty , Dinesh Pradhan , Hridoy Sankar Dutta , Subrata Nandi , Tanmoy Chakraborty

Nowadays impact factor is the significant indicator for journal evaluation. In impact factor calculation is used number of all citations to journal, regardless of the prestige of cited journals, however, scientific units (paper, researcher,…

数字图书馆 · 计算机科学 2015-06-10 Rasim Alguliyev , Ramiz Aliguliyev , Nigar Ismayilova

Researchers cite works for a variety of reasons, including some having nothing to do with acknowledging influence. The distribution of different citation types in the literature, and which papers attract which types, is poorly understood.…

社会与信息网络 · 计算机科学 2020-09-02 Misha Teplitskiy , Eamon Duede , Michael Menietti , Karim R. Lakhani

Is more always better? We address this question in the context of bibliometric indices that aim to assess the scientific impact of individual researchers by counting their number of highly cited publications. We propose a simple model in…

数字图书馆 · 计算机科学 2013-04-03 Ludo Waltman , Nees Jan van Eck , Paul Wouters