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Scientific workflows for bibliometrics

Arzu Tugce Guler, Cathelijn J. F. Waaijer, Magnus Palmblad
2016 Scientometrics  
We here illustrate how scientific workflows and the Taverna workbench in particular can be used in bibliometrics.  ...  Scientific workflows organize the assembly of specialized software into an overall data flow and are particularly well suited for multi-step analyses using different types of software tools.  ...  Yassene Mohammed (LUMC) for technical assistance with Taverna workbench.  ... 
doi:10.1007/s11192-016-1885-6 pmid:27122644 pmcid:PMC4833826 fatcat:u6dfuik24zapln7h4hvm57ldma

Automating bibliometric analyses using Taverna scientific workflows: A tutorial on integrating Web Services

Arzu Tugce Guler, Cathelijn J.F. Waaijer, Yassene Mohammed, Magnus Palmblad
2016 Journal of Informetrics  
Nees Jan van Eck at CWTS for advice on the VOSviewer and Professor Jonas Bergquist, Uppsala University for allowing us to use his publication record to demonstrate the workflows.  ...  The authors also wish to thank Michele Ide-Smith and Vid Vartak at the European Bioinformatics Institute for answering our questions regarding Europe PMC data.  ...  We have previously presented how scientific workflows can be used to solve simple bibliometrics problems, using Taverna Workbench (Guler, Waaijer, & Palmblad, 2016) .  ... 
doi:10.1016/j.joi.2016.05.002 fatcat:v5fzcmpmczetjfu7326ksbn33a

Spatiotemporal analysis of tropical disease research combining Europe PMC and affiliation mapping web services

Magnus Palmblad, Vetle I. Torvik
2017 Tropical Medicine and Health  
Conclusions: Literature search and geoparsing web services can be combined in scientific workflows performing a complete spatiotemporal bibliometric analyses of research in tropical medicine.  ...  Results: Our workflows automatically matched 253,277 affiliations to geographical coordinates for the first authors of 379,728 papers on tropical diseases in a single execution.  ...  Deelder for many helpful suggestions and careful reading of the manuscript and Dr. Cathelijn J. F. Waaijer for additional recommendations. Funding VIT was funded by the US NIH P01AG039347.  ... 
doi:10.1186/s41182-017-0073-6 pmid:29093641 pmcid:PMC5658975 fatcat:d27otr4gw5at3enco2iznx5qgq

Revealing the research landscape of Master's degrees via bibliometric analyses [article]

Nathalia Chaparro, Sergio Rojas-Galeano
2021 arXiv   pre-print
Thus, we propose a bibliometric workflow aimed at discovering the production dynamics, as well as the conceptual, social and intellectual structures developed by the Master's degree, in the interest of  ...  In addition, we report two case studies to illustrate the realisation of the proposed workflow.  ...  They also would like to thank Carolina Suárez from the same school, for her careful review and suggestions that helped clarify some aspects of the text.  ... 
arXiv:2103.09431v1 fatcat:xt74ihszh5efvk76tpofrrtvay

Provenance documentation to enable explainable and trustworthy AI: A literature review

Amruta Kale, Tin Nguyen, Frederick C. Harris, Chenhao Li, Jiyin Zhang, Xiaogang Ma
2022 Data Intelligence  
Moreover, we also discuss the patterns of recent developments in this area and offer a vision for research in the near future.  ...  We hope this literature review will serve as a starting point for scholars and practitioners interested in learning about essential components of provenance, XAI, and TAI.  ...  We thank three anonymous reviewers for their constructive comments and suggestions on an earlier version of this paper.  ... 
doi:10.1162/dint_a_00119 fatcat:da2c4tqeanfqbemozpsa3kcksa

A systematic metadata harvesting workflow for analysing scientific networks

Bilal H. Butt, Muhammad Rafi, Muhammad Sabih
2021 PeerJ Computer Science  
With an increase in the popularity of open access and open metadata, we hypothesise that this workflow shall provide an avenue for understanding scientific scholarship in multiple dimensions.  ...  Using this data a workflow is developed to create scientific networks. Analysis of these networks gives insights into academic research and scholarship.  ...  With a scripted workflow, we hypothesise that it would be easier for masses to adopt OpenCitatons data for bibliometric analysis.  ... 
doi:10.7717/peerj-cs.421 pmid:33817056 pmcid:PMC7959659 fatcat:s27z2jycx5fqnlu4dj2tnoyp4i

Bibliometric Methods in Management and Organization

Ivan Zupic, Tomaž Čater
2014 Organizational Research Methods  
We introduce the bibliometric methods of citation analysis, co-citation analysis, bibliographical coupling, coauthor analysis, and co-word analysis and present a workflow for conducting bibliometric studies  ...  We envision that bibliometric methods will complement meta-analysis and qualitative structured literature reviews as a method for reviewing and evaluating scientific literature.  ...  Acknowledgements The authors wish to thank Matej Černe, Saša Batistič, Darija Aleksič and Robert Kaše for valuable comments on previous versions of this manuscript. The editorial guidance of James M.  ... 
doi:10.1177/1094428114562629 fatcat:m3le26makrefzmq3k6l5htghdm


Zhaozhao Chen, Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, MI, USA, Junying Li, Cho-Ying Lin, Hom-Lay Wang, Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, MI, USA, Department of Periodontics, Chang Gung Memorial Hospital, Taipei, Taiwan, Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, MI, USA
2020 Stomatology Edu Journal  
In this context, bibliometrics is a useful and objective tool [14] . Bibliometrics is a method of analyzing data from citation indexes.  ...  The United States and Germany were the most productive countries in this field, which is in agreement with a similar bibliometric study for the whole of implantology [14] .  ...  Which of the following is a bibliometric indicator? qa. Number of publications; qb. Number of citations; qc. H-index; qd. All above.  ... 
doi:10.25241/stomaeduj.2020.7(2).art.6 fatcat:m36zikqhw5aljhtfgqqhqnmtnm

Software tools for conducting bibliometric analysis in science: An up-to-date review

José A. Moral-Muñoz, Enrique Herrera-Viedma, Antonio Santisteban-Espejo, Manuel J. Cobo
2020 El Profesional de la Informacion  
for conducting science mapping bibliometric analysis The bibliometrics analysis could be enhanced with scientific maps representing the relationship among the different actors (authors, institutions,  ...  The MA search website does not allow data retrieval for bibliometric purpose.  ...  Generally, the pre-processing stage is the unfinished business of the bibliometric/scientometric tools.  ... 
doi:10.3145/epi.2020.ene.03 fatcat:ruvyyr2iize43beesa75xd4bmq

A Relational Database Model for Science Mapping Analysis

2015 Acta Polytechnica Hungarica  
It has been specially conceived for use in almost all of the stages of a science mapping workflow (excluding the data acquisition and pre-processing stages).  ...  Finally, several SQL queries are presented for validation purposes.  ...  conducted with the support of Project TIN2010-17876, the Andalusian Excellence Projects TIC5299 and TIC05991, and the Genil Start-up Projects Genil-PYR-2012-6 and Genil-PYR-2014-15 (CEI BioTIC Granada Campus for  ... 
doi:10.12700/aph.12.6.2015.6.3 fatcat:qy6d4jnvtbbg7dsdqjmagjl5re

A developed systematic literature review procedure with application in the field of digital transformation

2021 Estudios de Economía Aplicada  
A notable contribution of this study is the inclusion of the developed PRISMA guidelines in the bibliometric standard workflow and the expansion in the use and application of analysis software.  ...  In this article, we reviewed the systematic reviews found in the literature on bibliometric analysis and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines in several  ...  Acknowledgement The authors are grateful for access to data tools provided by Azman Hashim International Business School (AHIBS), UTM and MOHE, Malaysia in conducting this research.  ... 
doi:10.25115/eea.v39i4.4559 fatcat:aruxgz2qcrgj3fru6h3r2xvfma

An Integration-Based Conceptual Framework for Scientific Information Analysis

Wei Chen, Rui Yang, Tao He, Shuo Wang, Jiangping Chen
2017 Knowledge Discovery and Data Design Innovation  
Requirements: An investigation of global status of energy storage technologies, and recommendations for domestic development.  ...   Problems and Limitations 11/1/2017 ICKM 2017 7 13th International Conference on Knowledge Management 11/1/2017 ICKM 2017 8 2.1 Traditional SIA Workflow Planning Results Documentation  ... 
doi:10.1142/9789813234482_0015 fatcat:mmdc32ih6vfuhhw5jaozefpbjq

The Evolution of Business Process Management: A Bibliometric Analysis

Henry Lizano-Mora, Pedro R. Palos-Sanchez, Mariano Aguayo-Camacho
2021 IEEE Access  
The bibliometric analysis was then performed using the Scientific Workflow procedure, shown in Fig. 2 .  ...  The scientific methodology used in this research was a type of bibliometric analysis known as Scientific Mapping Workflow, which attempts to show the structural and dynamic aspects of scientific research  ... 
doi:10.1109/access.2021.3066340 fatcat:bzg2yv44tjb2bpyxqjiv4hqmra

The Impacts of Bibliometrics Measurement in the Scientific Community A Statistical Analysis of Multiple Case Studies

Vincenzo Basile, Massimiliano Giacalone, Paolo Carmelo Cozzucoli
2022 Review of European Studies  
The main purpose of this article is to offer scholars a general framework for the comparison between positive and negative aspects of bibliometrics, on the methods and tools used.  ...  In recent years, statistical methods such as bibliometrics have increasingly intensified to analyse books, articles, and other publications.  ...  Bibliometrix supports a recommended workflow to perform bibliometric analyses.  ... 
doi:10.5539/res.v14n3p10 fatcat:mljyaffcqrh2vjrovwehwoplgy

SciMAT: A new science mapping analysis software tool

M.J. Cobo, A.G. López-Herrera, E. Herrera-Viedma, F. Herrera
2012 Journal of the American Society for Information Science and Technology  
It provides different modules that help the analyst to carry out all the steps of the science mapping workflow.  ...  addition, SciMAT presents three key features that are remarkable in respect to other science mapping software tools: (a) a powerful preprocessing module to clean the raw bibliographical data, (b) the use of bibliometric  ...  The general workflow of a science mapping analysis is described, and some representative software tools developed for this kind of analysis are briefly shown.  ... 
doi:10.1002/asi.22688 fatcat:q3emjnku4nemnd4jgcmlxyffo4
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