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Achieving human and machine accessibility of cited data in scholarly publications

Joan Starr, Eleni Castro, Mercè Crosas, Michel Dumontier, Robert R. Downs, Ruth Duerr, Laurel L. Haak, Melissa Haendel, Ivan Herman, Simon Hodson, Joe Hourclé, John Ernest Kratz (+9 others)
2015 PeerJ Computer Science  
accessibility of cited data in scholarly publications.  ...  The guidance provided here is intended to help achieve widespread, uniform human and machine accessibility of deposited data, in support of significantly improved verification, validation, reproducibility  ...  their careful, very helpful, and exceptionally timely comments on the first version of this article.  ... 
doi:10.7717/peerj-cs.1 pmid:26167542 pmcid:PMC4498574 fatcat:gjccychf7vfvrn5usawmiusm6q

The Five Stars of Online Journal Articles – an article evaluation framework

David Shotton
2011 Nature Precedings  
that I specify evaluation scales for all five stars, and whose wise proposals concerning peer review and open access I have incorporated.  ...  Acknowledgements I am most grateful to Bob DuCharme 25 who, inspired by Berners-Lee's five stars of linked data, challenged me to come up with five stars of online journal articles, following a talk I  ...  downloadable summaries and numerical datasets in which the data are both accessible and actionable; and supplying machine-readable metadata describing both the article itself and its cited references  ... 
doi:10.1038/npre.2011.6542.1 fatcat:ruj7f4pnsjcdhnodcrwhk2n4pm

Microsoft Academic Graph: When experts are not enough

Kuansan Wang, Zhihong Shen, Chi-Yuan Huang, Chieh-Han Wu, Yuxiao Dong, Anshul Kanakia
2020 Quantitative Science Studies  
How AI plays an important role in avoiding various biases and human induced errors in other data sets and how the technologies can be further improved in the future are also discussed.  ...  of science by deploying software agents equipped with natural language understanding capabilities to read scholarly publications on the web.  ...  Hao Ma led the efforts in creating many advanced features in MAG, and Drs. Bojune "Paul" Hsu and Rong Xiao participated in the design and implementation of the saliency framework. Dr.  ... 
doi:10.1162/qss_a_00021 fatcat:h5zlrnuhvrehfltjm3ipns6o4e

The FAIR Guiding Principles for scientific data management and stewardship

Mark D. Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E. Bourne, Jildau Bouwman, Anthony J. Brookes (+41 others)
2016 Scientific Data  
Acknowledgements The original Lorentz Workshop 'Jointly Designing a Data FAIRport' was organized by Barend Mons in collaboration with and co-sponsored by the Lorentz center, The Dutch Techcenter for the  ...  The principles and themes described in this manuscript represent the significant voluntary contributions and participation of the authors at, and/or subsequent to, this workshop and from the wider Force11  ...  the publication-is a function of its ability to be accurately and appropriately found, reused, and cited over time, by all stakeholders, both human and mechanical.  ... 
doi:10.1038/sdata.2016.18 pmid:26978244 pmcid:PMC4792175 fatcat:6ia3reuizbhrfihmoqxm4ns4p4

New directions in scholarly publishing: journal articles beyond the present

Jadranka Stojanovski
2014 Septentrio Conference Series  
The primary goal of scholarly communication is improving human knowledge and sharing is the key to achieve this goal: sharing ideas, sharing methodologies, sharing of results, sharing data, information  ...  some for machine reading that can be used by computers without human intervention.  ...  and cited."  ... 
doi:10.7557/5.3228 fatcat:exbh2bd5oneplkoblfkzwhkyta

Digital Science Publisher Day Vocabulary List [article]

Digital Science
2017 Figshare  
Vocabulary list of common terms used at Digital Science Publisher Day 2017.  ...  And what is a machine-readable cataloging record? Machinereadable: "Machine-readable" means that one particular type of machine, a computer, can read and interpret the data in the cataloging record.  ...  The index is based on the set of the scientist's most cited papers and the number of citations that they have received in other publications.  ... 
doi:10.6084/m9.figshare.5002274.v1 fatcat:tch752gelzc63ciquqgmgw5wdm

Software in science and engineering research: the case for open source and proper citation [article]

Kyle Niemeyer
2017 Figshare  
Motivated both by credit for research software and reproducibility in computational research, this talk will discuss principles of software citation, venues for sharing and publication of research software  ...  of it—sufficient scholarly output requires software to be released openly alongside traditional articles.  ...  PeerJ Computer Science 2:e86 https://doi.org/10.7717/peerj-cs.86 Starr J, et al. (2015) Achieving human and machine accessibility of cited data in scholarly publications.  ... 
doi:10.6084/m9.figshare.4985570.v1 fatcat:ptg537k26bfwlhdcsfnkf62fxa

Referencing Data In Publications: Principles, Policy And Practice: Presentations

Simon Hodson, Rob Harcourt, Simon Easteal, Steve McEachern, Julia Colleen Miller, Simon Banks, Dan Rosauer, Roxanne Missingham
2016 Zenodo  
Presentations from the workshop on 'Referencing Data in Publications: Principles, Policy and Practice' held on 28 October 2015 at the Australian Academy of Sciences, Canberra.  ...  This workshop was convened by ANDS and CODATA as part of an international series of workshops organised by the CODATA Task Group on Data Citation.  ...  Data cita'ons should facilitate access to the data themselves and to such associated metadata, documenta'on, code, and other materials, as are necessary for both humans and machines to make informed use  ... 
doi:10.5281/zenodo.44940 fatcat:tso4hstyajf3jn2j4gycszzdom

The Five Stars of Online Journal Articles - a Framework for Article Evaluation

David Shotton
2012 D-Lib Magazine  
The fundamental Open Access declarations that relate to scholarly publishing the 2002 Budapest Open Access Initiative, the 2003 Berlin Declaration on Open Access to Knowledge in the Sciences and Humanities  ...  of a citation between the citing and the cited papers (i.e.  ... 
doi:10.1045/january2012-shotton fatcat:naamadazojfhtcozxc7ix7z47m

Open Citations 101: Historical Background and Current Developments

Silvio Peroni
2019 Zenodo  
A presentation about open citations, the Initiative for Open Citations (I4OC), and OpenCitations, prepared for the symposium "Current Developments of Open Citations and Institutional Repository" held in  ...  compliant with the following principles • the establishment of a global public web of linked scholarly citation data to enhance the discoverability of published content, both non-OA and OA • the ability  ...  the creation of a public citation graph to explore connections between knowledge fields, and to follow the evolution of ideas and scholarly disciplines The last three are scholarly societies… "dedicated  ... 
doi:10.5281/zenodo.3058122 fatcat:jijdeqsa3vhg3eu4c7mkej2jfq

Boosting Research Citation and Visibility through Online Profile [article]

Nader Ale Ebrahim
2017 Figshare  
They can also help you to track and measure the impact of your scholarly research publications.  ...  A curriculum vitae (CV) allows you to showcase yourself and your academic and professional achievements in a concise and effective way.  ...  of and report on their work with funders, publishers and institutions • Repurposing data for use in CV generation, citation repositories, BU Profiles, annual reports, faculty web-sites, and other systems  ... 
doi:10.6084/m9.figshare.4833779 fatcat:eyfjh46tmjgx7n2shqegbmkiym

Boosting Research Citation and Visibility through Online Profile [article]

Nader Ale Ebrahim
2017 Figshare  
They can also help you to track and measure the impact of your scholarly research publications.  ...  A curriculum vitae (CV) allows you to showcase yourself and your academic and professional achievements in a concise and effective way.  ...  of and report on their work with funders, publishers and institutions • Repurposing data for use in CV generation, citation repositories, BU Profiles, annual reports, faculty web-sites, and other systems  ... 
doi:10.6084/m9.figshare.4833779.v1 fatcat:tblv4p5yxnemfcbfmp75scgy3u

SmartReviews: Towards Human- and Machine-actionable Reviews [article]

Allard Oelen, Markus Stocker, Sören Auer
2021 arXiv   pre-print
Review articles summarize state-of-the-art work and provide a means to organize the growing number of scholarly publications.  ...  Among other limitations, reviews only provide a snapshot of the current literature and are generally not readable by machines. In this work, we identify the weaknesses of the current review method.  ...  Acknowledgements This work was co-funded by the European Research Council for the project ScienceGRAPH (Grant agreement ID: 819536) and the TIB Leibniz Information Centre for Science and Technology.  ... 
arXiv:2107.03816v1 fatcat:c73vz7je2bhr5bmi3hcrfwtebi

SKG4EOSC - Scholarly Knowledge Graphs for EOSC: Establishing a backbone of knowledge graphs for FAIR Scholarly Information in EOSC

Markus Stocker, Tina Heger, Artur Schweidtmann, Hanna Ćwiek-Kupczyńska, Lyubomir Penev, Milan Dojchinovski, Egon Willighagen, Maria-Esther Vidal, Houcemeddine Turki, Daniel Balliet, Ilaria Tiddi, Tobias Kuhn (+7 others)
2022 Research Ideas and Outcomes  
The key objective of SKG4EOSC is to improve science productivity through development and implementation of services for text and data conversion, and production, curation, and re-use of FAIR scholarly  ...  This will be achieved by (1) establishing the Open Research Knowledge Graph (ORKG, orkg.org), a service operated by the SKG4EOSC coordinator, as a Hub for access to FAIR scholarly information in the EOSC  ...  The different Communication & dissemination tools and targets, measures to maximise impact and KPIs are outlined in Table 11 .  ... 
doi:10.3897/rio.8.e83789 fatcat:wo7ibzf4xrcqbovdvecip4dczu

The Evolution of Data Citation: From Principles to Implementation

Mercè Crosas
2014 IASSIST Quarterly  
The Evolution of Data Citation: From Principles to Implementation  ...  Acknowledgments We would like to thank the members of the Data Citation Synthesis Task Group and of the Co-Data Data Citation Working Group for commentary on this paper and on the ideas leading into it  ...  Data citations should facilitate access to the data themselves and to such associated metadata, documentation, code, and other materials, as are necessary for both humans and machines to make informed  ... 
doi:10.29173/iq504 fatcat:e3iogfi3jfgkvitf4dbgdv5syu
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