Wouter Haak's presentation on open science and research data management from the Elsevier Library Connect Event 2016 "Navigating the new publishing & open science terrain: what librarians need to know." Wouter is Elsevier's Vice President of Research Data Management Solutions.
Research impact metrics for librarians: calculation & contextLibrary_Connect
Slides from the May 19, 2016, Library Connect webinar "Research impact metrics for librarians: calculation & context" with Jenny Delasalle and Andrew Plume.
Watch the webinar at: https://libraryconnect.elsevier.com/library-connect-webinars?commid=199783
The Kaleidoscope of Impact: same data, different perspectives, constantly cha...Kudos
Scholars, scientists, academic institutions, publishers and funders are all interested in impact. We have different roles and goals, and therefore different reasons for needing to understand impact; we are therefore asking different questions about impact, and those questions continue to evolve, much as the concept of impact itself is evolving. To answer our different questions, do we need different data, in separate silos, or are we looking at the same data, from different angles? This session gathered researcher, library, publisher and metrics provider perspectives to consider who has an interest in impact, what data they are interested in, how they use it, and how the situation is evolving as e.g. business models and technical infrastructures shift.
Enabling Precise Identification and Citability of Dynamic Data: Recommendatio...LEARN Project
Enabling Precise Identification and Citability of Dynamic Data: Recommendations of the RDA Working Group, by Andreas Rauber – 2nd LEARN Workshop, Vienna, 6th April 2016
Research impact metrics for librarians: calculation & contextLibrary_Connect
Slides from the May 19, 2016, Library Connect webinar "Research impact metrics for librarians: calculation & context" with Jenny Delasalle and Andrew Plume.
Watch the webinar at: https://libraryconnect.elsevier.com/library-connect-webinars?commid=199783
The Kaleidoscope of Impact: same data, different perspectives, constantly cha...Kudos
Scholars, scientists, academic institutions, publishers and funders are all interested in impact. We have different roles and goals, and therefore different reasons for needing to understand impact; we are therefore asking different questions about impact, and those questions continue to evolve, much as the concept of impact itself is evolving. To answer our different questions, do we need different data, in separate silos, or are we looking at the same data, from different angles? This session gathered researcher, library, publisher and metrics provider perspectives to consider who has an interest in impact, what data they are interested in, how they use it, and how the situation is evolving as e.g. business models and technical infrastructures shift.
Enabling Precise Identification and Citability of Dynamic Data: Recommendatio...LEARN Project
Enabling Precise Identification and Citability of Dynamic Data: Recommendations of the RDA Working Group, by Andreas Rauber – 2nd LEARN Workshop, Vienna, 6th April 2016
Managing and sharing confidential data in Australian social scienceARDC
The “problem” of “sensitive data” - the 5 Safes model
The “problem” of open and transparent research – the FAIR principles
From problems to solutions – Access to sensitive data in Australia – ADA as a model for journal data access system
Research information management: making sense of it allDigital Science
"Research information management: making sense of it all" - Julia Hawks, VP North America, Symplectic
Slides from Shaking It Up: Challenges and Solutions in Scholarly Information Management, San Francisco, April 22, 2015
RDAP13 Elizabeth Moss: The impact of data reuseASIS&T
Kathleen Fear, ICPSR, University of Michigan
“The impact of data reuse: a pilot study of 5 measures”
Panel: Data citation and altmetrics
Research Data Access & Preservation Summit 2013
Baltimore, MD April 4, 2013 #rdap13
Practical applications for altmetrics in a changing metrics landscapeDigital Science
"Practical applications for altmetrics in a changing metrics landscape" - Sara Rouhi, Altmetric product specialist, and Anirvan Chatterjee, Director Data Strategy for CTSI at UCSF
An update on the latest BioSharing work; including work with ELIXIR and NIH BD2K, also our survey to assess user needs (530 replies) and the work on the recommender tool
2013 CrossRef Annual Meeting Agile Publishing Kristen RatanCrossref
The manifesto behind agile development methodology states that the highest priority is to satisfy the customer, welcome change, iterate frequently and promote dialog. If we were to adopt these principles, what would scholarly communication look like?
This presentation was provided by Athena Hoeppner of the University of Central Florida during a NISO webinar, Providing Access: Ensuring What Libraries Have Licensed is What Users Can Reach, held on February 8, 2017
Citation metrics versus peer review: Google Scholar, Scopus and the Web of Sc...Anne-Wil Harzing
This presentations reports on a systematic and comprehensive comparison of the coverage of the three major bibliometric databases: Google Scholar, Scopus and the Web of Science. Based on a sample of 146 senior academics in five broad disciplinary areas, we therefore provide both a longitudinal and a cross-disciplinary comparison of the three databases.
Our longitudinal comparison of eight data points between 2013 and 2015 shows a consistent and reasonably stable quarterly growth for both publications and citations across the three databases. This suggests that all three databases provide sufficient stability of coverage to be used for more detailed cross-disciplinary comparisons.
Our cross-disciplinary comparison of the three databases includes four key research metrics (publications, citations, h-index, and hI,annual, an annualised individual h-index) and five major disciplines (Humanities, Social Sciences, Engineering, Sciences and Life Sciences). We show that both the data source and the specific metrics used change the conclusions that can be drawn from cross-disciplinary comparisons.
Managing and sharing confidential data in Australian social scienceARDC
The “problem” of “sensitive data” - the 5 Safes model
The “problem” of open and transparent research – the FAIR principles
From problems to solutions – Access to sensitive data in Australia – ADA as a model for journal data access system
Research information management: making sense of it allDigital Science
"Research information management: making sense of it all" - Julia Hawks, VP North America, Symplectic
Slides from Shaking It Up: Challenges and Solutions in Scholarly Information Management, San Francisco, April 22, 2015
RDAP13 Elizabeth Moss: The impact of data reuseASIS&T
Kathleen Fear, ICPSR, University of Michigan
“The impact of data reuse: a pilot study of 5 measures”
Panel: Data citation and altmetrics
Research Data Access & Preservation Summit 2013
Baltimore, MD April 4, 2013 #rdap13
Practical applications for altmetrics in a changing metrics landscapeDigital Science
"Practical applications for altmetrics in a changing metrics landscape" - Sara Rouhi, Altmetric product specialist, and Anirvan Chatterjee, Director Data Strategy for CTSI at UCSF
An update on the latest BioSharing work; including work with ELIXIR and NIH BD2K, also our survey to assess user needs (530 replies) and the work on the recommender tool
2013 CrossRef Annual Meeting Agile Publishing Kristen RatanCrossref
The manifesto behind agile development methodology states that the highest priority is to satisfy the customer, welcome change, iterate frequently and promote dialog. If we were to adopt these principles, what would scholarly communication look like?
This presentation was provided by Athena Hoeppner of the University of Central Florida during a NISO webinar, Providing Access: Ensuring What Libraries Have Licensed is What Users Can Reach, held on February 8, 2017
Citation metrics versus peer review: Google Scholar, Scopus and the Web of Sc...Anne-Wil Harzing
This presentations reports on a systematic and comprehensive comparison of the coverage of the three major bibliometric databases: Google Scholar, Scopus and the Web of Science. Based on a sample of 146 senior academics in five broad disciplinary areas, we therefore provide both a longitudinal and a cross-disciplinary comparison of the three databases.
Our longitudinal comparison of eight data points between 2013 and 2015 shows a consistent and reasonably stable quarterly growth for both publications and citations across the three databases. This suggests that all three databases provide sufficient stability of coverage to be used for more detailed cross-disciplinary comparisons.
Our cross-disciplinary comparison of the three databases includes four key research metrics (publications, citations, h-index, and hI,annual, an annualised individual h-index) and five major disciplines (Humanities, Social Sciences, Engineering, Sciences and Life Sciences). We show that both the data source and the specific metrics used change the conclusions that can be drawn from cross-disciplinary comparisons.
Open science, open-source, and open data: Collaboration as an emergent property?Hilmar Lapp
Talk I gave as part of the panel "How will cyberinfrastructure capabilities shape the future of scientific collaboration?" at the Cyberinfrastructure for Collaborative Science workshop, held at the National Evolutionary Synthesis Center (NESCent), May 18-20, 2011.
More information about the workshop at
https://www.nescent.org/wg_collabsci/2011_Workshop
Libraries Enabling Open Science: LIBER Strategy & AdvocacyLIBER Europe
Presentation by Susan Reilly at the LAI/CILIP Ireland join annual conference 2016: https://libraryassociation.ie/events/laicilip-ireland-annual-joint-conference-2016
A talk given at ISIS on 27 January 2009.
There is a growing interest amongst scientists, funders, and the general public in widening access to the results of publicly funded research. At the same time there is a growing realisation that the promise of exploiting the World Wide Web for research can only be fully realised if the underlying resources; data, samples, and process description, are available for use, re-use, and modification. Some scientists are responding to this by exploring the idea of making the whole research record openly available; most researchers are dabbling with or ignoring the possibilities while a significant minority are actively hostile to the idea of Open Research. Some funders are moving ahead with policy changes in advance of the development of tools and practices while others are adopting a “wait and see” approach.
In this talk I will explore the recent large gains made by the Open Access research publication movement and in particular the role of funders and the implications this has for the related movement advocating the benefits of the public availability of research data. I will describe the technical and cultural issues associated with “Open Notebook Science”, an approach in which the aim is to make the full record of research openly available. A recent success using this approach to “crowd-source” the collection of data and its visualisation and analysis will be described and the implications for how research is carried out discussed. Finally I will outline how STFC could take a leadership role in promoting the wider availability of the outputs of the research we fund while taking account of the concerns and needs of users and other stakeholders.
BROWN BAG TALK WITH MICAH ALTMAN INTEGRATING OPEN DATA INTO OPEN ACCESS JOURNALSMicah Altman
This talk, is part of the MIT Program on Information Science brown bag series (http://informatics.mit.edu)
This talk discusses findings from an analysis of data sharing and citation policies in Open Access journals and describes a set of novel tools for open data publication in open access journal workflows. Bring your lunch and enjoy a discussion fit for scholars, Open Access fans, and students alike.
Dr Micah Altman is Director of Research and Head/Scientist, Program on Information Science for the MIT Libraries, at the Massachusetts Institute of Technology.
Recomendations for infrastructure and incentives for open science, presented to the Research Data Alliance 6th Plenary. Presenter: William Gunn, Director of Scholarly Communications for Mendeley.
Data Publishing Workflows with DataverseMicah Altman
By: Mercè Crosas, Director of Data Science at the Institute for Quantitative Social Science (IQSS) at Harvard University
The Dataverse software provides multiple workflows for data publishing to support a wide range of data policies and practices established by journals, as well as data sharing needs from various research communities. This talk will describe these workflows from the user experience and from the system's technical implementation.
This talk was presented as part of the Information Science Brown Bag talks, hosted by the Program on Information Science. (See http://drmaltman.wordpress.com)
How can we ensure research data is re-usable? The role of Publishers in Resea...LEARN Project
How can we ensure research data is re-usable? The role of Publishers in Research Data Management, by Catriona MacCallum. 2nd LEARN Workshop, Vienna, 6th April 2016
Semantic Linking & Retrieval for Digital LibrariesStefan Dietze
An overview of recent works on entitiy linking and retrieval in large corpora, specifically bibliographic data. The works address both traditional Linked Data and knowledge graphs as well as data extracted from Web markup, such as the Web Data Commons.
What infrastructure is necessary for successful research data management (RDM...heila1
RDM life cycle; research data elements in the research life cycle; what is RDM infrastructure; IT infrastructure; Library infrastructure; Research Office infrastructure; Examples of 4 universities RDM service offerings
Research Integrity Advisor and Data ManagementARDC
Dr Paul Wong from the Australian Research Data Commons presented at the University of Technology Sydney's RIA Data Management Workshop on 21 June 2018. In partnership with the Australian Research Council, the National Health and Medical Research Council, the Australian Research Data Commons, and RMIT University, this is part of a national workshop series in data management for research integrity advisors.
In this webinar, we look at how you obtain and use open data, the key role of search engines and how you establish rust in the data you find. The webinar will also look at the quality of data and how to clean and prepare data for analysis. Finally, the session will look at how you can quickly visualise cleaned data and the applications of this in the agriculture sector.
Research support and open science services at the University of Eastern Finla...Library_Connect
This presentation from Helena Silvennoinen-Kuikka, Head of Learning and Information Services, University of Eastern Finland Library, shares their approach to the library as a leader in establishing open science within their institution. The presentation was part of a Library Connect webinar on open science on Oct. 11, 2018, which can be viewed at https://libraryconnect.elsevier.com/library-connect-webinars?commid=334301
Elevate the status of your library with data visualizations and multimedia me...Library_Connect
Webinar slides from:
- Todd Bruns, Institutional Repository Librarian, Eastern Illinois University
- Dudee Chiang, Senior Technical Librarian, NASA Jet Propulsion Laboratory
- Jean Shipman, Vice President of Global Library Relations, Elsevier
See the recorded webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=279911
Quick reference cards for research impact metricsLibrary_Connect
When meeting with students, researchers, deans or department heads, the metrics on these quick reference cards can serve as a jumping off point in conversations about where to publish, adding to researcher profiles, enriching promotion and tenure files, and benchmarking research outputs. The cards were co-developed by librarian Jenny Delasalle and Elsevier's Library Connect program. Learn more and download poster versions as well at: https://libraryconnect.elsevier.com/articles/librarian-quick-reference-cards-research-impact-metrics
Webinar slides from June 8 Library Connect webinar "Researcher profiles and metrics that matter" with: Chris Belter, Bibliometrics Informationist, NIH Library; Andrea Michalek, VP of Research Metrics, Elsevier | Managing Director of Plum Analytics; Ellen Cole, Scholarly Publications Librarian, Learning and Research Services, Northumbria University.
View the webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=257883
An informatics perspective on health literacyLibrary_Connect
Professor Prudence Dalrymple, a leading health information professional, presented "An Informatics Perspective on Health Literacy: Challenges and Obstacles" at the Elsevier Luncheon for Medical Librarians concurrent with the 2017 Medical Library Association Annual Meeting and Exhibition in Seattle.
In these webinar slides, librarians share their inspiration and process for developing high-impact library services. Presentations from Katy Kavanagh Webb, Assistant Professor | Head, Research and Instructional Services, J.Y. Joyner Library, East Carolina University; Donna Gibson, Director of Library Services, Memorial Sloan Kettering (MSK) Cancer Center; and
J. William (Bill) Draper, Reference Librarian, Biddle Law Library, University of Pennsylvania Law School. View the webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=255645
A tool for librarians to select metrics across the research lifecycleLibrary_Connect
These slides introduce a range of research impact metrics. They were presented at the ER&L Conference (April 2017) by Chris James, Product Manager Research Metrics, Elsevier.
Slides | Research data literacy and the libraryLibrary_Connect
Slides from the Dec. 8, 2016 Library Connect webinar "Research data literacy and the library" with Christian Lauersen, Sarah J. Wright and Anita de Waard. See the full webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=226043
Slides | Targeting the librarian’s role in research servicesLibrary_Connect
Slides from the Nov. 8, 2016 Library Connect webinar "Targeting the librarian’s role in research services" with Nina Exner, Amanda Horsman and Mark Reed. See the full webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=223121
Capturing and communicating the value of information management services in a...Library_Connect
Ulla de Stricker's webinar slides from the June 21 Library Connect webinar, "Capturing and communicating the value of information management services in a corporate culture." View the webinar: https://libraryconnect.elsevier.com/library-connect-webinars?commid=202895
Life in the Fast Lane: The Journey from Squid Axons to Alzheimer’s BrainsLibrary_Connect
Slides from Dr. Scott Brady's presentation at the Elsevier luncheon during the Medical Library Association 2016 conference. Dr. Brady is Professor and Head of Anatomy and Cell Biology, College of Medicine, University of Illinois at Chicago, and an editor of "Basic Neurochemistry."
Library Connect Webinar | Fostering research community through library spaces...Library_Connect
In this March 31, 2016 webinar three experienced librarians explored outreach activities to engage various user groups, and how services and a physical space - like a research commons or makerspace - can enhance collaboration, interdisciplinarity and raise the profile of the library.
View the webinar at:
http://libraryconnect.elsevier.com/library-connect-webinars?commid=192865
Presenters:
Yvonne Nobis, Head of Science Information Services, Betty and Gordon Moore Library, University of Cambridge
Danianne Mizzy, Head of Kenan Science Information Services, Kenan Science Library, University of North Carolina at Chapel Hill
Meris Mandernach, Associate Professor and Head of Research Services, University Libraries, The Ohio State University
Library Connect Webinar - Calculating sharing metrics: Possible approaches Library_Connect
This presentation from Lorraine Estelle, Director, Project Counter, was part of the Dec. 3, 2015 Library Connect Webinar, How researchers share articles: impact on library resources and services.
View the webinar recording: http://libraryconnect.elsevier.com/library-connect-webinars?commid=167539
Find out more about the Beyond Downloads project: http://libraryconnect.elsevier.com/beyond-downloads
Library Connect Webinar - The secret life of articles: From download metrics ...Library_Connect
This presentation from Suzie Allard, Associate Dean for Research, University of Tennessee, Knoxville, was part of the Dec. 3, 2015 Library Connect Webinar, How researchers share articles: impact on library resources and services.
View the webinar recording: http://libraryconnect.elsevier.com/library-connect-webinars?commid=167539
Find out more about the Beyond Downloads project: http://libraryconnect.elsevier.com/beyond-downloads
Library Connect Webinar- Metrics Support at the Department levelLibrary_Connect
University of Massachusetts Medical School’s Rebecca Reznik-Zellen talks about Metrics support at the department level. From the Nov. 12, 2015 webinar, Article, author and journal metrics: what librarians need to know.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
2. ICSU/IAP/TWAS/ISSC: It is widely recognized that ‘data
re-use’ is not just a technology challenge, or something
that the funding bodies can just change by themselves
“Open Data in a Big Data world” – January 2016
Four major organisations representing global science, the International
Council for Science (ICSU), the InterAcademy Partnership (IAP),
The World Academy of Sciences (TWAS) and the International Social
Science Council (ISSC)
Backup
3. When you leave your institution…what happens with your data?
„Forschende und ihre Daten. Ergebnisse einer österreichweiten Befragung (eBook)“
E-infrastructures Austria
Bauer, B. (Bruno) et all
Oct 2015
https://phaidra.univie.ac.at/detail_object/o:407736
Stays at
institution
Take it with me
Don’t know
Data is lost
Other
4. Is your research data useful for others?
Frequently
Yes
No
„Forschende und ihre Daten. Ergebnisse einer österreichweiten Befragung (eBook)“
E-infrastructures Austria
Bauer, B. (Bruno) et all
Oct 2015
https://phaidra.univie.ac.at/detail_object/o:407736
5. The 10 components for effective research data
10.Integrateupstreamanddownstream
–makemetadatatoserveuse.
Save
Share
Use
9. Re-usable (allow tools to run on it)
8. Reproducible
7. Trusted (e.g. reviewed)
6. Comprehensible (description / method is available)
5. Citable
4. Discoverable (data is indexed or data is linked from article)
3. Accessible
2. Preserved (long-term & format-independent)
1. Stored (existing in some form)
5
6. 10.Integrateupstreamanddownstream
–makemetadatatoserveuse.
Funder
mandates
9. Re-usable (allow tools to run on it)
8. Reproducible
7. Trusted (e.g. reviewed)
6. Comprehensible (description / method is available)
5. Citable
4. Discoverable (data is indexed or data is linked from article)
3. Accessible
2. Preserved (long-term & format-independent)
1. Stored (existing in some form)
6
Mandates are changing behavior – but only focused on the bottom of
the data pyramid
7. 7
1. Research Data linking – linking articles to external datasets
http://www.sciencedirect.com/science/article/pii/S022352341500272X
7
8. 9
2. Gold OA reviewed data journals, software journals, method
journals (collectively called “Research Elements”)
http://www.journals.elsevier.com/data-in-brief/
Direct
submission
50%
Just publish
and get credit
for your data
Co-
submission
50%
On top of the
main article:
attract attention
for your data
Increasing from
100 journals to
250+ journals in
November 2015
MethodsX
Data in Brief
SoftwareX
e.g.:
9. 2. Gold OA journal data / research elements articles growth
• Usage is in top 25% of open
access articles on ScienceDirect
0
20
40
60
80
100
120
140
160
180
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2014
2015
Submitted
0
10
20
30
40
50
60
70
80
90
100
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2014
2015
Accepted
10
0
10
20
30
40
50
60
70
80
90
100
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2014
2015
Non-Elsevie
competition*, predominantly: F1000Research, Nature Scientific Data, Codata, BMC Research Notes, GigaScience
12. 13
5. Prototype: Research Data Search
http://demo-rdm-datasearch-1436039625.eu-west-1.elb.amazonaws.com/indexed#/
(prototype under username / password. Upon request)
search for “rare geochemical ionic liquid” or “mantle calcium variation”
13
13. 6. Datasets in Pure („Research Data Sets“) – Compliance!
•Register datasets
and their related
metadata in Pure
•Upload binary
dataset files
directly into Pure
•Link datasets
to related projects,
publications, awards
and more for
enhanced reporting
capabilities
Provide transparency and comply with funders' requirements through the new
'Datasets' content type
14. Regular Elsevier journals
Mendeley data repo (researcher)
Data in the lab / ELN
Post
Other repositories
Discoverability:
Data/article linking
program
Index
Index
15
The open RDM ecosystem: where do we stand now
Review & curate data:
data journals
Elsevier
RDM Solutions
Non-Elsevier / open
Integrated
Discoverability: Data search
M&A process
Prototype
Link
Link
15. Powered by ROS Social (profiles, awareness, dashboards)
Compliance (e.g. Pure)
Local institutional data repository
altmetrics, SciVal, Scopus
Scopus
citations
Regular Elsevier journals
Journal data repository
Mendeley data repo (researcher)
Publish
Data in the lab / ELN
PostPublish
Other publishers/journals
Other repositories
Discoverability: Data search
Discoverability:
Data/article linking
program
Index
Index
Post data
Repository data search
Institutional data search
Domain data search
Embed
Embed
Measure outcomes (data use)
16
The open RDM ecosystem: where do we go
=> Focus and complexity is in the integration & coverage
(and less in the individual pieces)
Review & curate data:
data journals
Other lab management tools
Elsevier
RDM Solutions
Non-Elsevier / open
Institutional data repository
Integrated
Link
Link
Post data &
supp material