Presentation given to the High Performance Computing Summer School as part of a hands-on workshop developing software management plans and looking at software as data within the context of research data management best practices.
Improving Integrity, Transparency, and Reproducibility Through Connection of ...Andrew Sallans
The Center for Open Science (COS) was founded as a non-profit technology start-up in 2013 with the goal of improving transparency and reproducibility by connecting the scholarly workflow. COS achieves this goal through the development of a free, open source web application called the Open Science Framework (OSF), providing features like file sharing and citing, persistent urls, provenance tracking, and automated versioning. Initial workflow API connections focused on storage services and included Figshare, GitHub, Amazon S3, Dropbox, and Dataverse. The team is now working to connect other parts of the workflow with services like DMPTool, Databib/re3data, and Databrary. This session will introduce the core architecture and the problems that it solves, and illustrate how connecting services can benefit everyone involved in supporting the research ecosystem. COS is funded through the generosity of grants from the Laura and John Arnold Foundation, the John Templeton Foundation, the Alfred P. Sloan Foundation, the Association of Research Libraries, and others.
Presented at CNI Fall 2014, Washington, DC.
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
UVa Library Scientific Data Consulting Group (SciDaC): New Partnerships and...Andrew Sallans
A. Sallans. "UVa Library Scientific Data Consulting Group (SciDaC): New Partnerships and Services to Support Scientific Data in the Library." Presented at the 2011 International Association for Social Science Information Services and Technology.
Case Study Life Sciences Data: Central for Integrative Systems Biology and Bi...sesrdm
Presentation by Dr Sarah Butcher, Imperial College London at Science and Engineering South (SES) Event - Helping Researchers Manage their Data - Friday 9th May 2014 held at Imperial College London
Improving Integrity, Transparency, and Reproducibility Through Connection of ...Andrew Sallans
The Center for Open Science (COS) was founded as a non-profit technology start-up in 2013 with the goal of improving transparency and reproducibility by connecting the scholarly workflow. COS achieves this goal through the development of a free, open source web application called the Open Science Framework (OSF), providing features like file sharing and citing, persistent urls, provenance tracking, and automated versioning. Initial workflow API connections focused on storage services and included Figshare, GitHub, Amazon S3, Dropbox, and Dataverse. The team is now working to connect other parts of the workflow with services like DMPTool, Databib/re3data, and Databrary. This session will introduce the core architecture and the problems that it solves, and illustrate how connecting services can benefit everyone involved in supporting the research ecosystem. COS is funded through the generosity of grants from the Laura and John Arnold Foundation, the John Templeton Foundation, the Alfred P. Sloan Foundation, the Association of Research Libraries, and others.
Presented at CNI Fall 2014, Washington, DC.
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
UVa Library Scientific Data Consulting Group (SciDaC): New Partnerships and...Andrew Sallans
A. Sallans. "UVa Library Scientific Data Consulting Group (SciDaC): New Partnerships and Services to Support Scientific Data in the Library." Presented at the 2011 International Association for Social Science Information Services and Technology.
Case Study Life Sciences Data: Central for Integrative Systems Biology and Bi...sesrdm
Presentation by Dr Sarah Butcher, Imperial College London at Science and Engineering South (SES) Event - Helping Researchers Manage their Data - Friday 9th May 2014 held at Imperial College London
Presented by Elena Yaroshenko (Technion - Israel Institute of Technology) at the seminar "When Open Science Meets Big Data: Adjustment of Library Services" (Teldan Info: The 33rd Annual Conference & Exhibition on May, 16th 2018, Israel).
Developing an institutional research management plan: guidelinesheila1
Research data cycle; what is a data management plan;benefits of a rdm plan; the two best known international rdm plans; examples of university rdm plans; guidelines
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...ASIS&T
Research Data Access and Preservation Summit, 2016
Atlanta, GA
May 4-7, 2016
Poster session (Wednesday, May 4)
Presenters:
Amy Koshoffer, University of Cincinnati
Eric J. Tepe, University of Cincinnati
Informatics in Context: Managing Sample-to-Answer Multi-Omics WorkflowsKate Barlow
Christopher Mueller, PhD, President & CTO, Lab7 Systems, Inc.
Using a case study from Lab7’s work at the USDA Meat Animal Research Center, we will illustrate how understanding the people, process, and technologies used in a data-intensive mutli-omics laboratory environment is essential to developing comprehensive solutions. Questions that impact the development of a solution include: Who is doing the work? Who is requesting the work? Who needs the results How do samples move through workflows? What types of measurements are needed? What types of data is collected? What analysis is required? What options are available, what options make sense given the people and process? How do the pieces fit together to form a cohesive solution?
Research Data (and Software) Management at Imperial: (Everything you need to ...Sarah Anna Stewart
A presentation on research data management tools, workflows and best practices at Imperial College London with a focus on software management. Presented at the 2017 session of the HPC Summer School (Dept. of Computing).
Presented by Elena Yaroshenko (Technion - Israel Institute of Technology) at the seminar "When Open Science Meets Big Data: Adjustment of Library Services" (Teldan Info: The 33rd Annual Conference & Exhibition on May, 16th 2018, Israel).
Developing an institutional research management plan: guidelinesheila1
Research data cycle; what is a data management plan;benefits of a rdm plan; the two best known international rdm plans; examples of university rdm plans; guidelines
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...ASIS&T
Research Data Access and Preservation Summit, 2016
Atlanta, GA
May 4-7, 2016
Poster session (Wednesday, May 4)
Presenters:
Amy Koshoffer, University of Cincinnati
Eric J. Tepe, University of Cincinnati
Informatics in Context: Managing Sample-to-Answer Multi-Omics WorkflowsKate Barlow
Christopher Mueller, PhD, President & CTO, Lab7 Systems, Inc.
Using a case study from Lab7’s work at the USDA Meat Animal Research Center, we will illustrate how understanding the people, process, and technologies used in a data-intensive mutli-omics laboratory environment is essential to developing comprehensive solutions. Questions that impact the development of a solution include: Who is doing the work? Who is requesting the work? Who needs the results How do samples move through workflows? What types of measurements are needed? What types of data is collected? What analysis is required? What options are available, what options make sense given the people and process? How do the pieces fit together to form a cohesive solution?
Research Data (and Software) Management at Imperial: (Everything you need to ...Sarah Anna Stewart
A presentation on research data management tools, workflows and best practices at Imperial College London with a focus on software management. Presented at the 2017 session of the HPC Summer School (Dept. of Computing).
Presentation from a University of York Library workshop on research data management. The workshop provides an introduction to research data management, covering best practice for the successful organisation, storage, documentation, archiving, and sharing of research data.
Meeting Federal Research Requirements for Data Management Plans, Public Acces...ICPSR
These slides cover evolving federal research requirements for sharing scientific data. Provided are updates on federal agency responses to the 2013 OSTP memo, guidance on data management plans, resources for data management and curation training for staff/researchers, and tips for evaluating public data-sharing services. ICPSR's public data-sharing service, openICPSR, is also presented. Recording of this presentation is here: https://www.youtube.com/watch?v=2_erMkASSv4&feature=youtu.be
Responsible conduct of research: Data ManagementC. Tobin Magle
A presentation for the Food and Nutrition Science Responsible conduct of research class on data management best practices. Covers material in the context of writing a data management plan.
Big Data Analytics of Software Ecosystem Health: Presentation during INFORTECH Scientific Day (23 May 2018) by Professor Tom Mens. The talk reports on ongoing research of the Software Engineering Lab of the University of Mons (UMONS) on health aspects of evolving software ecosystems. This research was conducted in collaboration with postdoctoral researchers Alexandre Decan and Eleni Constantinou, as well as the external partners of two ongoing research projects: SECOHealth (https://secohealth.github.io) and the Excellence of Science research project SECO-ASSIST (https://secoassist.github.io).
ESI Supplemental 1 E-research Support SlidesDuraSpace
E-Research Support at
Johns Hopkins University & Purdue University
Supplemental Webinar
Wednesday, October 17, 2012
Presented by Sayeed Choudhurry & James Mullins
A Maturing Role of Workflows in the Presence of Heterogenous Computing Archit...Ilkay Altintas, Ph.D.
cientific workflows are used by many scientific communities to capture, automate and standardize computational and data practices in science. Workflow-based automation is often achieved through a craft that combines people, process, computational and Big Data platforms, application-specific purpose and programmability, leading to provenance-aware archival and publications of the results. This talk summarizes varying and changing requirements for distributed workflows influenced by Big Data and heterogeneous computing architectures and present a methodology for workflow-driven science based on these maturing requirements.
Datat and donuts: how to write a data management planC. Tobin Magle
Good data management practices are becoming increasingly important in the digital age. Because we now have the technology to freely share research data and also because funding agencies want to do more with decreasing research funds, many funding agencies and journals require authors and grantees to share their research data. To provide training in this area, Tobin Magle, the Morgan Library's Cyberinfrastructure Facilitator, is putting on a series of data management workshops called "Data and Donuts". The first session of Data and Donuts will discuss the importance of data management and how to write a data management plan.
Library Carpentry Git, GitHub and GitPages Introduction SlidesSarah Anna Stewart
A brief introduction putting Git, GitHub and GitPages into context in a library setting with a focus on version control and software and data management. Presented at the British Library's Library Carpentry Workshops series (31/03/2020)
Research Data Management in GLAM: Managing Data for Cultural HeritageSarah Anna Stewart
Presentation given at the 'Open Science Infrastructures for Big Cultural Data' - Advanced International Masterclass in Plovdiv, Bulgaria. Dec. 13-15, 2018
PIDs, Data and Software: How Libraries Can Support Researchers in an Evolving...Sarah Anna Stewart
Presentation given at the M25 Consortium of Academic Libraries, CPD25 Event on 'The Role of the Library in Supporting Research'. Provides an introduction to data, software and PIDs and a brief look at how libraries can enable researchers to gain impact and credit for their research data and software.
Webs of Life and Data: Impacts of open and networked data on scientific pract...Sarah Anna Stewart
A presentation on my research context presented at the Oxford Internet Institute, University of Oxford as part of the DPhil Doctoral Seminar Series on Nov. 22, 2017. This early-stage presentation provides some background and context and introduces my research topic.
This presentation is licensed for re-use under Creative Commons CC-BY license. Please cite the following DOI:
http://doi.org/10.5281/zenodo.1066021
https://www.zenodo.org/record/1066021#.WhgWnVVl_cs
A brief overview of the development and current workflows for Research Data Management at Imperial College London, presented to colleagues at the University of Copenhagen and Roskilde University in Denmark.
'Let a Thousand ORCIDs Bloom': ORCID iDs and the ORCID Project at Imperial Co...Sarah Anna Stewart
Provides an overview of ORCID iDs, a persistent identifier for researchers, and how it has been used at Imperial College London, both for the ORCID Project (part of Jisc-ARMA-ORCID Project from 2014-2016) and post-project.
Research Data Management - A DIY Guide: What? Why? How?Sarah Anna Stewart
A tutorial on research data management workflows and digital tools presented to Ph.D. students and researchers at the Computational Methods Hub, at Imperial College London.
A short presentation that I made for a philosophy of mind course taken through the Continuing Education Department at Oxford University. This presentation explores the concept of Extended Mind in Artificial Intelligence through an examination of machine learning and neural networks.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
1. Library
Services
Software Management Plans
and ‘Software as Data’
HPC Summer School
Research Data Management Community
Session
Sept. 30th, 2016
Sarah Stewart, Research Data Management Team,
Central Library
2. Missing Data (and Software)
In their parents' attic, in boxes in the garage, or stored on now-defunct
floppy disks — these are just some of the inaccessible places in which
scientists have admitted to keeping their old research data.”
http://www.nature.com/news/scientists-losing-data-at-a-rapid-rate-
1.14416
4. Software: What do I do with it?
• Lots of emphasis on ‘data’ management, but software in
research is often neglected.
• Software is sensitive to changes in its ‘environment’
• There is a lot of variation inherent in software
(languages, versions, licensing, etc.)
5. Software as ‘Data’
• ‘Software is used to create, interpret, present,
manipulate and manage data’ (Software Sustainability
Institute)
• Data: ‘recorded factual material commonly retained by
and accepted…as necessary to validate research
findings’ (EPSRC)
• Software = Data!
6. Software should be preserved if:
• Software can’t be separated from the data or digital
object.
• Software is classified as a research output
• Software has intrinsic value
7. Digital Preservation Issues
• Storage, Retrieval, Reconstruction and Replay are all
complexities relating to code libraries, dependencies and
software engineering overall.
• Planning is essential for subsequent retrieval,
reconstruction and replay.
• Software is a digital object which is frequently the result
of research and is often a vital prerequisite for the
preservation of other digital objects.
• Software preservation should be part of a broader
preservation strategy: Research Data Management.
8. Strategies for Digital Preservation
• Data Integrity and File Fixity checks (management of
checksums) – for source code
• Media and Format Migrations
• Refreshing (reduces bit-rot)
• Replication (create duplicate copies, avoids corruption,
loss, erasure)
• Emulation
• Encapsulation (linking content with all information
required for it to be deciphered and understood)
9. Software Management Plans
What?
• Like Data Management Plans, Software management
plans provide an outline of uses, responsibilities,
ownership, access and sharing, storage, maintenance
and archiving of research software.
10. Software Management Plans
Why?
• No clear funder requirements yet, but…
• Promotes citability and credit for your research =
Increased Research Impact
• Research Output can be validated/checked by others
• Supports transparency of research and promotes Open
Research.
• Good practice!
11. DMPOnline for Software Management Plans
• Currently in the process of developing Imperial-specific
Software Management plan templates using DMPOnline.
• Previous templates through Software Sustainability
Institute – some sources available via GitHub.
12. Software Management Plans
How? (at Imperial College London):
• Specialised template in DMPOnline (via DCC)
• Imperial-specific DMPOnline template (in development).
• Use GitHub (Imperial has an enterprise account)
• Use Zenodo or another subject-specific repository to archive
versions of research software (GitHub integration)
• Log metadata about your software into Symplectic.
• Contact RDM Team (Central Library) for assistance/support: rdm-
enquiries@imperial.ac.uk
13. Any Questions?
Thank you!
For more information and support:
Webpage: www.imperial.ac.uk/research-data-management
E-mail: rdm-enquiries@imperial.ac.uk
And also:
DMPOnline: https://dmponline.dcc.ac.uk/
Software Sustainability Institute:
https://www.software.ac.uk/