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New sources of citation data have recently become available, such as Microsoft Academic, Dimensions, and the OpenCitations Index of CrossRef open DOI-to-DOI citations (COCI). Although these have been compared to the Web of Science (WoS),…

Digital Libraries · Computer Science 2021-02-02 Alberto Martín-Martín , Mike Thelwall , Enrique Orduna-Malea , Emilio Delgado López-Cózar

OpenCitations Meta is a new database for open bibliographic metadata of scholarly publications involved in the citations indexed by the OpenCitations infrastructure, adhering to Open Science principles and published under a CC0 license to…

Digital Libraries · Computer Science 2026-04-24 Arcangelo Massari , Fabio Mariani , Ivan Heibi , Silvio Peroni , David Shotton

We present a large-scale comparison of five multidisciplinary bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic. The comparison considers scientific documents from the period 2008-2017 covered…

Digital Libraries · Computer Science 2021-01-19 Martijn Visser , Nees Jan van Eck , Ludo Waltman

Dimensions is a partly free scholarly database launched by Digital Science in January 2018. Dimensions includes journal articles and citation counts, making it a potential new source of impact data. This article explores the value of…

Digital Libraries · Computer Science 2018-04-20 Mike Thelwall

The overarching aim of this work is to provide a detailed description of the free version of Dimensions (new bibliographic database produced by Digital Science and launched in January 2018). To do this, the work is divided into two…

Digital Libraries · Computer Science 2018-04-17 Enrique Orduna-Malea , Emilio Delgado Lopez-Cozar

This article presents the OpenCitations Index, a collection of open citation data maintained by OpenCitations, an independent, not-for-profit infrastructure organisation for open scholarship dedicated to publishing open bibliographic and…

Digital Libraries · Computer Science 2024-10-01 Ivan Heibi , Arianna Moretti , Silvio Peroni , Marta Soricetti

Traditionally, Web of Science and Scopus have been the two most widely used databases for bibliometric analyses. However, during the last few years some new scholarly databases, such as Dimensions, have come up. Several previous studies…

Digital Libraries · Computer Science 2021-03-30 Vivek Kumar Singh , Prashasti Singh , Mousumi Karmakar , Jacqueline Leta , Philipp Mayr

PubMed-OCR is an OCR-centric corpus of scientific articles derived from PubMed Central Open Access PDFs. Each page image is annotated with Google Cloud Vision and released in a compact JSON schema with word-, line-, and paragraph-level…

Computer Vision and Pattern Recognition · Computer Science 2026-01-19 Hunter Heidenreich , Yosheb Getachew , Olivia Dinica , Ben Elliott

Despite the growing scale of medical Vision-Language datasets, the impact of dataset quality on model performance remains under-explored. We introduce Open-PMC, a high-quality medical dataset from PubMed Central, containing 2.2 million…

Dimensions was introduced as an alternative bibliometric database to the well-established Web of Science (WoS) and Scopus, however all three databases have fundamental differences in coverage and content, resultant from their owners'…

Digital Libraries · Computer Science 2021-06-04 Stephan Stahlschmidt , Dimity Stephen

Wikipedia's contents are based on reliable and published sources. To this date, relatively little is known about what sources Wikipedia relies on, in part because extracting citations and identifying cited sources is challenging. To close…

Digital Libraries · Computer Science 2020-11-24 Harshdeep Singh , Robert West , Giovanni Colavizza

This study explores the extent to which bibliometric indicators based on counts of highly-cited documents could be affected by the choice of data source. The initial hypothesis is that databases that rely on journal selection criteria for…

Digital Libraries · Computer Science 2018-11-20 Alberto Martín-Martín , Enrique Orduna-Malea , Emilio Delgado López-Cózar

While Crossref makes available more than 1.8 billion bibliographic references from publications for which it provides a DOI, more than 698 million of these references do not specify a DOI, making the creation of a formal citation link from…

Digital Libraries · Computer Science 2025-11-25 Matteo Guenci , Ivan Heibi , Chiara Parravicini , Silvio Peroni , Marta Soricetti

In today's data-driven research landscape, dataset visibility and accessibility play a crucial role in advancing scientific knowledge. At the same time, data citation is essential for maintaining academic integrity, acknowledging…

Digital Libraries · Computer Science 2025-06-23 Fakhri Momeni , Janete Saldanha Bach , Brigitte Mathiak , Peter Mutschke

Recent initiatives advocating responsible, transparent research assessment have intensified the call to use open research information rather than proprietary databases. This study evaluates the coverage and citation representation of…

Digital Libraries · Computer Science 2026-04-16 Erica Andreose , Ivan Heibi , Silvio Peroni , Leonardo Zilli

The increasing availability of biological data is improving our understanding of diseases and providing new insight into their underlying relationships. Thanks to the improvements on both text mining techniques and computational capacity,…

The increasing rate at which scientific knowledge is discovered and health claims shared online has highlighted the importance of developing efficient fact-checking systems for scientific claims. The usual setting for this task in the…

Computation and Language · Computer Science 2024-02-06 Juraj Vladika , Florian Matthes

The OpenCitations organization is working on ingesting citation data and bibliographic metadata directly provided by the community (e.g., scholars and publishers). The aim is to improve the general coverage of open citations, which is still…

Digital Libraries · Computer Science 2022-09-26 Arcangelo Massari , Ivan Heibi

Purpose. The increasing emphasis on data quantity in research infrastructures has highlighted the need for equally robust mechanisms ensuring data quality, particularly in bibliographic and citation datasets. This paper addresses the…

Digital Libraries · Computer Science 2025-04-17 Ivan Heibi , Silvio Peroni , Elia Rizzetto

Digital Science's Dimensions is envisaged as a next-generation research and discovery platform for a better and more efficient access to cross-referenced scholarly publications, grants, patents, and clinical trials. As a new addition to the…

Digital Libraries · Computer Science 2020-12-24 Chaomei Chen
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