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This report discusses the development and implementation of the eCrystals Data Repository, focusing on the challenges of scaling up and integrating lab workflows, ensuring data quality, and establishing federation interoperability. It also explores the use of semantic technologies and the need for accurate data validation and reproducibility in crystallography research.
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This work is licensed under a Creative Commons LicenceAttribution-ShareAlike 3.0 http://creativecommons.org/licenses/by-sa/3.0/ The eCrystals Federation Dr Simon Coles, University of Southampton, UK Dr Liz Lyon, UKOLN, University of Bath, UK Open Repositories 2008, University of Southampton, April 2008 Federation
Themes • Context: Open science, institutional data repositories crystallography exemplar • Scale: repository federations • Integration: Lab workflow and semantic challenges • Longevity: Digital curation, preservation and sustainability • Community: DCC Data Forum
Open Science • ….is happening now • Blogging of results data • Open grant proposals • Community repositories for data • Open Notebook Science (ONS) tutorials in Second Life
eBank Project – building the eCrystals Data Repository Started Sept 2003 Scholarly knowledge cycle context UKOLN-led interdisciplinary team ePrints platform @ Southampton Institutional Repository exemplar Embedded in workflow http://ecrystals.chem.soton.ac.uk
Scaling Up Report Interviews & analysis of a discipline: crystallography Synthesis: IR Policy & Practice, Laboratory Practice & Workflows, Technical Interoperability & Standards, Metadata Schema & Application Profiles, Semantic Interoperability, Data Citation, Identifiers & Linking, Federation Architectures & Third Party Services, Rights & Licensing, Data Quality & Validation, Preservation, Curation & Sustainability Recommendations, commentary
Scaling Up Report Phase 3 findings: Diverse lab practice LIMS and proprietary formats Data policy should reflect lab practice & institutional model Data quality criteria/validation “Prior publication” problem We need scalable assignment of “terms” for data discovery No discipline preservation model
The nλ = 2 d sinθ
eCrystals Repository ePrints.org v3.0
Repository Foundations Learned society + subject repository support • Using simple Dublin Core • Crystal structure • Title (Systematic IUPAC Name) • Authors • Affiliation • Creation Date • Additional chemical information through Qualified Dublin Core • Empirical formula • International Chemical Identifier (InChI) • Compound Class & Keywords • Specifies which ‘datasets’ are present in an entry • Application Profile http://www.ukoln.ac.uk/projects/ebank-uk/schemas/ • DOI links http://dx.doi.org/10.1594/ecrystals.chem.soton.ac.uk/145 • Rights & Citation http://ecrystals.chem.soton.ac.uk/rights.html
Federation interoperability & linking services • Roll-out in 2 phases led by University of Southampton • Establish Federation policies, application profile, mappings • Bi-directional links with derived articles in “publisher repositories”, IUCr, Royal Society of Chemistry (RSC), Chemistry Central: scholarly knowledge cycle • StOReLink project - Test linking options: StORe middleware and CLADDIER • OAI-ORE Testbed eChemistry project
Validation and Reproducibility We need to: Provide accurate data and information that will allow an experiment to be reproduced Record the provenance of a dataset Provide an ‘audit trail’ from workflow capture Relate components of a dataset to steps in the workflow Share the workflow and record of an experiment Provide automated approaches to validation
Laboratory practice & workflow X-ray diffractometers Community standard CIF Mixed lab practice – central service facility versus single “staff crystallographer” in department Achieve end-to-end workflow Lack of integration with LIMS Instrument manufacturers with proprietary formats “Repository Lite” for smaller lab operations?
Semantic issues Crystallographic schema underpins CIF (Crystallographic Information Framework), but is limited to data parameters e.g. cell_length_a
IUCr Acta Cryst 1992 Limited set of keywords describing methods, properties & applications, compounds, attributes No established crystallography dictionary or controlled vocabulary to give chemistry context
Federation=Repository 2.0? • Facilitate interaction and participation beyond conventional disciplinary boundaries • Multi-disciplinary search and browse functionality • Support tags, terms, comments, ratings….. • Automatic tag / term validation & enhancement • Develop domain semantics / vocabulary • Use domain-specific authority files • Facilitate and improve automated indexing • Link data to all associated digital objects / people • Apply across a heterogeneous Federation • Mine to “discover and innovate” rather than (just) “find”
Challenges? • How are tags, terms, comments, ratings assigned? • Informal tags and/or structured KOS? • How is a vocabulary curated and maintained? • Can a vocabulary be transformed into a (Semantic Web related understanding) ontology? • Disambiguation, acronyms, IUPAC names • Persistent identification for data citation • Granularity of data citation: dataset or value? • Advocacy: becoming part of the lab culture
eCrystals Curation & Preservation Study Working with the Digital Curation Centre Examined four main areas • Audit and certification (TRAC, DRAMBORA, NESTOR, ISO International repository audit and certification BOF Group) • The Open Archival Information System (OAIS) and Representation Information (RI) • eBank-UK application profile and preservation metadata • ePrints.org repository platform http://www.ukoln.ac.uk/projects/ebank-uk/curation/eBank3-WP4-Report%20(Revised).pdf Recommendations
eCrystals Federation: Preservation & sustainability Recommendations • Data repositories • Use DRAMBORA Interactive for self-assessment • Add PREMIS preservation metadata • Collect eCrystals representation information • Examine repository platform conformance to OAIS Reference Model • Survey partner preservation policies Digital Curation Centre partnership
Dealing with Data Report • DataSets Mapping and Gap Analysis (UK) • Data Curation & Preservation Strategy (UK) • Data Audit Framework (HE Institutions) • Institutional Data Management, Preservation & Sharing Policy • Data Management & Sharing Policy (Funders) • Data Management Plan (Projects) • Rec 5 :Data Networking Forum (People) linked to RIN Framework Principle 1
Inaugural Research Data Forum • 19-20th March 2008 in Manchester • Joint DCC – RIN event • Data centre managers, IR managers, funders & policy makers • Aims & Objectives: • Improve data acquisition, management, analysis, validation, archiving and dissemination • Increase awareness of national & international data policies and standards • Facilitate co-operation between organisations and individuals • Exchange experience and best practice • Next meeting in autumn tbc
Heard at the Forum…. “protected by PDF” “Rembrandt in the attic” “Don’t forget the researcher!” “stuff isn’t getting done” “demand outstrips supply…” “careers developed more by luck than judgement” “Data managers as failed scientists” “need to sit down and write the manual” “teeth and sticks and carrots” “professionalising data management” “Data is not just about eScience/eResearch” “we need services not projects!”
Heard at the Forum…. “protected by PDF” “Rembrandt in the attic” “Don’t forget the researcher!” “stuff isn’t getting done” “demand outstrips supply…” “careers developed more by luck than judgement” “Data managers as failed scientists” “need to sit down and write the manual” “teeth and sticks and carrots” “professionalising data management” “Data is not just about eScience/eResearch” “we need services not projects!” OR2008???
This work is licensed under a Creative Commons LicenceAttribution-ShareAlike 3.0 http://creativecommons.org/licenses/by-sa/3.0/ Questions? Slides will be available at :http://wiki.ecrystals.chem.soton.ac.uk/index.php http://www.ukoln.ac.uk/ukoln/staff/e.j.lyon/presentations.html Federation