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Open Science and Open Data: Definitive Steps Institutions and Researchers Can Take to Make Research Output More Discoverable, Accessible, and Transparent

Shelley Stall
2021 Zenodo  
Resources: AGU Data Leadership Website: AGU Position Statement on Data:  ...  This talk will recommend actions our institutions can take to support and encourage researchers to be more open.  ...  the discipline (community accepted metadata) -Include adequate information to evaluate the research Transparent such that it is clear how the research was conducted with all the relevant data, software  ... 
doi:10.5281/zenodo.4896012 fatcat:atf6qfay2vbtfhjksojljbgzqm

Open data, open review and open dialogue in making social sciences plausible [article]

Quan-Hoang Vuong
2017 arXiv   pre-print
The combination of open data, open review and open dialogue may sound simple but implementation in the real world will not be straightforward.  ...  Therefore, I feel it likely that the triplet of open data, open review and open dialogue will gradually emerge to become policy requirements regardless of the research funding source.  ...  Open data, open review and open dialogue in making social sciences plausible Quan-Hoang Vuong A growing awareness of the lack of reproducibility has undermined society's trust and esteem in social sciences  ... 
arXiv:1712.04801v1 fatcat:aylt3j33snc3fkaysqch3pp47i

The NOESIS Open Source Framework for Network Data Mining

Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero
2015 Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
As an open source project, released under a BSD license, NOESIS intends to provide the necessary infrastructure for solving complex network data mining problems.  ...  NOESIS is a software framework for the development of data mining techniques for networked data.  ...  In this paper, we have presented the NOESIS network data mining framework. NOESIS is open source and lightweight.  ... 
doi:10.5220/0005610103160321 dblp:conf/ic3k/MartinezBT15 fatcat:3pmflf35srbxvgauqmjyavjthu

A Survey of Open Government Data in Russian Federation

Dmitrij Koznov, Olga Andreeva, Uolevi Nikula, Andrey Maglyas, Dmitry Muromtsev, Irina Radchenko
2016 Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
Open data can increase transparency and accountability of a country government, leading to free information sharing and stimulation of new innovations.  ...  This paper analyses government open data policy as well as open data initiatives and trends in Russian Federation.  ...  INTRODUCTION Open Government (OG) is a movement to make government activities more open and transparent, with open government data (OGD) as its essential part (Gigler, et al., 2011) .  ... 
doi:10.5220/0006049201730180 dblp:conf/ic3k/KoznovANMMR16 fatcat:d7w7yc5dbfealgkqt6d62itvoa

Exploiting Linked Open Data for Enhancing MediaWiki-based Semantic Organizational Knowledge Bases

Matthias Frank, Stefan Zander
2017 Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
It supports suggestions for annotations from Linked Open Data sources for organizational knowledge bases in order to enrich them with background information from Linked Open Data.  ...  One of the main driving forces for the integration of Semantic Media Wiki systems in corporate contexts is their query construction capabilities on top of organization-specific vocabularies together with  ...  Open issues for future work include the privacy for confidential data on the one hand while publishing parts of the corporate knowledge base as LOD on the other hand.  ... 
doi:10.5220/0006587900980106 dblp:conf/ic3k/0002Z17 fatcat:odtqemmtd5evnkq5k6akzznvee

Making Data Public? The Open Data Index as Participatory Device [article]

Jonathan Gray, Danny Lämmerhirt
2019 Zenodo  
raising questions about not only making data public but also the making of public data.  ...  Drawing on recent work on statactivism, data activism and the performative effects of numbers, rankings and indices, we look at how the index organises participation and data politics in specific ways,  ...  raising questions about not only making data public but also the making of public data.  ... 
doi:10.5281/zenodo.5515196 fatcat:ocgmbjlednbrdixk7r4wjrfcj4

Making open data work for plant scientists

Sabina Leonelli, Nicholas Smirnoff, Jonathan Moore, Charis Cook, Ruth Bastow
2013 Journal of Experimental Botany  
Despite the clear demand for open data sharing, its implementation within plant science is still limited.  ...  ' needs, support extensive curation, and embody a heightened awareness of what it takes to make data reuseable by others.  ...  Acknowledgements This paper has benefited from discussions held at a workshop on data dissemination in plant science at the University of Exeter in June 2012 and generously sponsored by the ESRC, GARNet  ... 
doi:10.1093/jxb/ert273 pmid:24043847 pmcid:PMC3808334 fatcat:wpu4uix4tvdxredwp6vil3gxqi

Open Science, Open Data, and Open Scholarship: European Policies to Make Science Fit for the Twenty-First Century

Jean-Claude Burgelman, Corina Pascu, Katarzyna Szkuta, Rene Von Schomberg, Athanasios Karalopoulos, Konstantinos Repanas, Michel Schouppe
2019 Frontiers in Big Data  
Open science will make science more efficient, reliable, and responsive to societal challenges.  ...  The European Commission has sought to advance open science policy from its inception in a holistic and integrated way, covering all aspects of the research cycle from scientific discovery and review to  ...  Data management plans (DMP) will become mandatory, even if not making research data open.  ... 
doi:10.3389/fdata.2019.00043 pmid:33693366 pmcid:PMC7931888 fatcat:c64dfwjyhrfdfkk3rq2d5t63wi

Data-driven discovery of changes in clinical code usage over time: a case-study on changes in cardiovascular disease recording in two English electronic health records databases (2001–2015)

Patrick Rockenschaub, Vincent Nguyen, Robert W Aldridge, Dionisio Acosta, Juan Miguel García-Gómez, Carlos Sáez
2020 BMJ Open  
A measure of difference between months was calculated based on joint distributions of age, gender, socioeconomic status and recorded cardiovascular diseases.  ...  cross-sectional analysis that applied data-driven temporal variability methods to assess month-by-month changes in routinely collected medical data.  ...  This study is based on data from the Clinical Practice Research Datalink (CPRD GOLD) obtained under license from the UK Medicines and Healthcare products Regulatory Agency and on aggregated data from the  ... 
doi:10.1136/bmjopen-2019-034396 pmid:32060159 pmcid:PMC7045100 fatcat:3llvvk4zjffedm4qd4ys2dyode

How can libraries and other academic stakeholders engage in making data open?

Peter Linde, Merel Noorman, Bridgette A. Wessels, Thordis Sveinsdottir
2014 Information Services and Use  
In particular, the emphasis is on how libraries need to acquire the competence for collaboration to train and encourage researchers and library staff to work with open data.  ...  The paper is based on the early results of the RECODE project, an EU FP7 project that addresses the drivers and barriers in developing open access to research data in Europe (  ...  These concerns are often based on a lack of information about the possibilities in making research data open.  ... 
doi:10.3233/isu-140741 fatcat:4mbj2yhtnfamxhkmr3lnxumrwq

Open data models for smart health interconnected applications: the example of openEHR

Hans Demski, Sebastian Garde, Claudia Hildebrand
2016 BMC Medical Informatics and Decision Making  
Conclusion: Open data models help build a framework for interoperable data services that support the development of innovative Smart Health applications.  ...  Open data models can play an important role in creating a framework for providing interoperable data services that support the development of innovative Smart Health applications profiting from data fusion  ...  Standardization and transparency of data models used in healthcare information systems are key elements for data sharing.  ... 
doi:10.1186/s12911-016-0376-2 pmid:27770769 pmcid:PMC5075152 fatcat:zeby4ofllbbg5g47uool2g6jn4

Impact of Big Data on Innovation, Competitive Advantage, Productivity, and Decision Making: Literature Review

Nadeem U. Shahid, Nasir J. Sheikh
2021 Open Journal of Business and Management  
, and making educated decisions every day.  ...  Methodology: A comprehensive literature review on big data and identifying the impact of big data analytics on innovation, competitive advantage, productivity, and decision support are studied.  ...  Big data is bringing transparency and data is more accessible which was never the case, many businesses are threatened which were relying on proprietary data as a competitive asset.  ... 
doi:10.4236/ojbm.2021.92032 fatcat:p5hfith3j5dcbnshppssrxrl5a

Empowering Transparency: Annotation for Transparent Inquiry (ATI)

Diana Kapiszewski, Sebastian Karcher
2021 PS: Political Science and Politics  
uses open-web annotation, which allows for the generation, sharing, and discovery of digital annotations across the web.  ...  He works at the intersection between information science and social science with a focus on open science, research transparency, data management and sharing, and academic technology.  ... 
doi:10.1017/s1049096521000287 fatcat:46ya4op2o5f6bfv4uk6mv7cczy

Transparency, Reproducibility, and Validation

Jason L. Roberts, Larissa Shamseer
2015 Journal of neuro-ophthalmology  
In Brief The reproducibility of bioinformatics analyses can be elevated to equal status with biological discovery.  ...  Graphical Abstract Highlights • Repositories are enabling sharing of data. • Sharing analyses remains a major stumbling block for reproducibility. • Three simple steps can enable sharing analyses, with  ...  Given the enormous societal impact that comes from scientific discoveries, the transparency of our data and methodology is a critical component of the scientific venture.  ... 
doi:10.1097/wno.0000000000000219 pmid:25675307 fatcat:4oglrepew5g3dj454rd2colcp4

OpenVIVO: Transparency in Scholarship

Violeta Ilik, Michael Conlon, Graham Triggs, Marijane White, Muhammad Javed, Matthew Brush, Karen Gutzman, Shahim Essaid, Paul Friedman, Simon Porter, Martin Szomszor, Melissa Anne Haendel (+2 others)
2018 Frontiers in Research Metrics and Analytics  
AcKnoWleDgMenTS The authors would like to acknowledge Ted Lawless, Jim Blake, John Serafin, Alexandre Rademaker for their work on this project.  ...  OpenVIVO, based on the VIVO open-source platform, provides transparent access to data about the scholarly work of its participants.  ...  OpenVIVO is not just about linked data it is about linked open data. The data in OpenVIVO is open and it is aggregated into one platform to showcase the scholarship.  ... 
doi:10.3389/frma.2017.00012 fatcat:t4mmdxw7jvh5dbtz6i7qoi466i
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