Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations' COCI: a multidisciplinary comparison of coverage via citations

A Martín-Martín, M Thelwall, E Orduna-Malea… - Scientometrics, 2021 - Springer
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) …

A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification

W Cunha, F Viegas, C França, T Rosa, L Rocha… - ACM Computing …, 2023 - dl.acm.org
Progress in natural language processing has been dictated by the rule of more: more data,
more computing power, more complexity, best exemplified by deep learning Transformers …

Academic Search Engine Optimization (ASEO) Optimizing Scholarly Literature for Google Scholar & Co.

J Beel, B Gipp, E Wilde - Journal of scholarly publishing, 2010 - utpjournals.press
This article introduces and discusses the concept of academic search engine optimization
(ASEO). Based on three recently conducted studies, guidelines are provided on how to …

[PDF][PDF] Google Scholar's ranking algorithm: an introductory overview

J Beel, B Gipp - Proceedings of the 12th international conference …, 2009 - issi-society.org
Google Scholar is one of the major academic search engines but its ranking algorithm for
academic articles is unknown. We performed the first steps to reverse-engineering Google …

Academic paper recommender system using multilevel simultaneous citation networks

J Son, SB Kim - Decision Support Systems, 2018 - Elsevier
Researchers typically need to filter several academic papers to find those relevant to their
research. This filtering is cumbersome and time-consuming because the number of …

The semantic reader project: Augmenting scholarly documents through ai-powered interactive reading interfaces

K Lo, JC Chang, A Head, J Bragg, AX Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Scholarly publications are key to the transfer of knowledge from scholars to others. However,
research papers are information-dense, and as the volume of the scientific literature grows …

Semantic and explainable research-related recommendation system based on semi-supervised methodology using BERT and LDA models

N Yang, J Jo, M Jeon, W Kim, J Kang - Expert Systems with Applications, 2022 - Elsevier
With the launch of academic search engines such as Google Scholar, Microsoft Academic,
and Scopus, researchers are using them to access scholarly materials on a large scale …

Ranking by relevance and citation counts, a comparative study: Google Scholar, Microsoft Academic, WoS and Scopus

C Rovira, L Codina, F Guerrero-Solé, C Lopezosa - Future internet, 2019 - mdpi.com
Search engine optimization (SEO) constitutes the set of methods designed to increase the
visibility of, and the number of visits to, a web page by means of its ranking on the search …

Language bias in the Google Scholar ranking algorithm

C Rovira, L Codina, C Lopezosa - Future internet, 2021 - mdpi.com
The visibility of academic articles or conference papers depends on their being easily found
in academic search engines, above all in Google Scholar. To enhance this visibility, search …

[HTML][HTML] Citizen science participation in research in the environmental sciences: key factors related to projects' success and longevity

DGF Cunha, JF Marques, JC Resende… - Anais da Academia …, 2017 - SciELO Brasil
The potential impacts of citizen science initiatives are increasing across the globe, albeit in
an imbalanced manner. In general, there is a strong element of trial and error in most …