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Recent years have seen a surge in online collaboration between experts and amateurs on scientific research. In this article, we analyse the epistemological implications of these crowdsourced projects, with a focus on Zooniverse, the world's…

应用统计 · 统计学 2016-11-01 David Watson , Luciano Floridi

Automatically extracting key information from scientific documents has the potential to help scientists work more efficiently and accelerate the pace of scientific progress. Prior work has considered extracting document-level entity…

数字图书馆 · 计算机科学 2021-06-04 Vijay Viswanathan , Graham Neubig , Pengfei Liu

Citation recommendation describes the task of recommending citations for a given text. Due to the overload of published scientific works in recent years on the one hand, and the need to cite the most appropriate publications when writing…

信息检索 · 计算机科学 2020-09-09 Michael Färber , Adam Jatowt

The impact and originality are two critical dimensions for evaluating scientific publications, measured by citation and disruption metrics respectively. Despite the extensive effort made to understand the statistical properties and…

数字图书馆 · 计算机科学 2023-05-08 An Zeng , Ying Fan , Zengru Di , Yougui Wang , Shlomo Havlin

This report describes the feature introduced by Google to provide standardized access to institutional affiliations within Google Scholar Citations. First, this new tool is described, pointing out its main characteristics and functioning.…

Citation networks have fed numerous works in scientific evaluation, science mapping (and more recently large-scale network studies) for decades. The variety of citation behavior across scientific fields is both a research topic in sociology…

数字图书馆 · 计算机科学 2013-02-20 Michel Zitt , Jean-Philippe Cointet

Research grants have played an important role in seeding and promoting fundamental research projects worldwide. There is a growing demand for developing and delivering scientific influence analysis as a service on research grant…

社会与信息网络 · 计算机科学 2019-08-26 Yuming Wang , Yanbo Long , Lai Tu , Ling Liu

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

This paper explores an interesting new dimension to the challenging problem of predicting long-term scientific impact (LTSI) usually measured by the number of citations accumulated by a paper in the long-term. It is well known that early…

数字图书馆 · 计算机科学 2017-05-10 Mayank Singh , Ajay Jaiswal , Priya Shree , Arindam Pal , Animesh Mukherjee , Pawan Goyal

Proper citation is of great importance in academic writing for it enables knowledge accumulation and maintains academic integrity. However, citing properly is not an easy task. For published scientific entities, the ever-growing academic…

数字图书馆 · 计算机科学 2022-10-20 Jialiang Lin , Yao Yu , Jiaxin Song , Xiaodong Shi

Reputation is an important social construct in science, which enables informed quality assessments of both publications and careers of scientists in the absence of complete systemic information. However, the relation between reputation and…

Scientometrics studies have extended from direct citations to high-order citations, as simple citation count is found to tell only part of the story regarding scientific impact. This extension is deemed to be beneficial in scenarios like…

数字图书馆 · 计算机科学 2021-04-02 Chao Min , Jiawei Xu , Tao Han , Yi Bu

Researchers may describe different aspects of past scientific publications in their publications and the descriptions may keep changing in the evolution of science. The diverse and changing descriptions (i.e., citation context) on a…

数字图书馆 · 计算机科学 2017-11-17 Jiangen He , Chaomei Chen

Science of science has become a popular topic that attracts great attentions from the research community. The development of data analytics technologies and the readily available scholarly data enable the exploration of data-driven…

社会与信息网络 · 计算机科学 2020-08-11 Jie Hou , Hanxiao Pan , Teng Guo , Ivan Lee , Xiangjie Kong , Feng Xia

We show that the greater the scientific wealth of a nation, the more likely that it will tend to concentrate this excellence in a few premier institutions. That is, great wealth implies great inequality of distribution. The scientific…

数字图书馆 · 计算机科学 2017-03-07 Gangan Prathap

A crucial goal of funding research and development has always been to advance economic development. On this basis, a consider-able body of research undertaken with the purpose of determining what exactly constitutes economic impact and how…

数字图书馆 · 计算机科学 2019-06-20 Abdul Rahman Shaikh , Hamed Alhoori

Applying graph-based approaches in deep learning receives more attention over time. This study presents statistical analysis on the use of graph-based approaches in deep learning and examines the scientific impact of the related articles.…

数字图书馆 · 计算机科学 2022-12-06 Ilker Turker , Serhat Orkun Tan

This paper explores methods for building a comprehensive citation graph using big data techniques to evaluate scientific impact more accurately. Traditional citation metrics have limitations, and this work investigates merging large…

数字图书馆 · 计算机科学 2025-05-08 Inci Yueksel-Erguen , Ida Litzel , Hanqiu Peng

In recent decades, the rapid growth of Internet adoption is offering opportunities for convenient and inexpensive access to scientific information. Wikipedia, one of the largest encyclopedias worldwide, has become a reference in this…

数字图书馆 · 计算机科学 2022-01-31 Puyu Yang , Giovanni Colavizza

Many journals post accepted articles online before they are formally published in an issue. Early citation impact evidence for these articles could be helpful for timely research evaluation and to identify potentially important articles…

数字图书馆 · 计算机科学 2018-02-22 Kayvan Kousha , Mike Thelwall , Mahshid Abdoli
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