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Several data models have been explored to address this need, providing representations of workflow plans and their executions as well as means of packaging the resulting information for archiving and sharing. However, existing approaches tend to lack interoperable adoption across workflow management systems. In this work we present Workflow Run RO-Crate, an extension of RO-Crate (Research Object Crate) and Schema.org to capture the provenance of the execution of computational workflows at different levels of granularity and bundle together all their associated products (inputs, outputs, code, etc.). The model is supported by a diverse, open community that runs regular meetings, discussing development, maintenance and adoption aspects. Workflow Run RO-Crate is already implemented by several workflow management systems, allowing interoperable comparisons between workflow runs from heterogeneous systems. 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We have a standards-based repository stack which is used to make research data available for human and machine-use. The main part of the stack is \"Oni\" https://github.com/Arkisto-Platform/oni which builds an access-controlled REST API from an Oxford Common File Layout (OCFL) data store (which consists of data objects which are saved as files-on-disk or in object storage), with data objects are described using the RO-Crate metadata standard. Data is indexed into a postgres-driven API for low-level access, and a full discovery index implemented in ElasticSearch, with the ability to create access portals in your web framework of choice. 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Contribute to duraspace/pcdm development by creating an account on GitHub.", "websiteTitle": "GitHub", "websiteType": "", "date": "", "publisher": "", "place": "", "DOI": "", "citationKey": "Home", "url": "https://github.com/duraspace/pcdm/wiki/Home", "accessDate": "2024-01-08T23:07:29Z", "shortTitle": "", "language": "en", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2024-01-08T23:07:29Z", "dateModified": "2026-02-17T06:43:57Z" } }, { "key": "4FH66LKF", "version": 7404, "library": { "type": "user", "id": 568, "name": "Peter Sefton", "links": { "alternate": { "href": "https://www.zotero.org/ptsefton", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/users/568/items/4FH66LKF", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/ptsefton/items/4FH66LKF", "type": "text/html" } }, "meta": { "creatorSummary": "Sefton", "parsedDate": "2023", "numChildren": 1 }, "data": { "key": "4FH66LKF", "version": 7404, "itemType": "journalArticle", "title": "ARDC Community Data Lab (CDL) Architecture - Phase 1", "creators": [ { "creatorType": "author", "firstName": "Peter", "lastName": "Sefton" } ], "abstractNote": "This document outlines a distributed software architecture for the ARDC Community Data Lab (CDL). The ARDC Community Data Lab will share tools and datasets for collaborative HASS research projects that use data from archives, libraries and collections.The project is part of the ARDC's HASS and Indigenous Research Data Commons.Contents:Overview High level summary: Phases 1 & 2 Principles Background: Existing Trove Architecture Potential future architecture circa 2025 Architecture and Project Methodology Phase 1 architecture - implementing FAIR Accessibility – making data useable by non programmers Appendix 1:  Work Packages Appendix 2:  FAIR implementationReferences and Links Acronyms and AbbreviationsLearn more about the HASS and Indigenous Research Data Commons.", "publicationTitle": "", "publisher": "", "place": "", "date": "2023", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.5281/zenodo.10162427", "citationKey": "seftonARDCCommunityData2023", "url": "https://zenodo.org/records/10162427", "accessDate": "2023-11-26T21:12:54Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "zenodo.org", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2023-11-26T21:12:54Z", "dateModified": "2026-02-17T06:43:57Z" } }, { "key": "4WPJDS2K", "version": 7403, "library": { "type": "user", "id": 568, "name": "Peter Sefton", "links": { "alternate": { "href": "https://www.zotero.org/ptsefton", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/users/568/items/4WPJDS2K", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/ptsefton/items/4WPJDS2K", "type": "text/html" } }, "meta": { "creatorSummary": "Broeder et al.", "numChildren": 1 }, "data": { "key": "4WPJDS2K", "version": 7403, "itemType": "journalArticle", "title": "Technologies for a Federation of Language Resource Archives", "creators": [ { "creatorType": "author", "firstName": "Daan", "lastName": "Broeder" }, { "creatorType": "author", "firstName": "Freddy", "lastName": "Offenga" }, { "creatorType": "author", "firstName": "Peter", "lastName": "Wittenburg" } ], "abstractNote": "The DAM-LR project aims at virtually integrating various European language resource archives that allow users to navigate and operate in a single unified domain of language resources. This type of integration introduces Grid technology to the humanities disciplines and forms a federation of archives. It is the basis for establishing a research infrastructure for language resources which will finally enable eHumanities. Currently, the complete architecture is designed based on a few well-known components and some components are already tested. Based on the technological insights gathered and due to discussions within the international DELAMAN network the ethical and organizational basis for such a federation is defined.", "publicationTitle": "", "publisher": "", "place": "", "date": "", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "broederTechnologiesFederationLanguage", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "Zotero", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2023-11-23T00:27:27Z", "dateModified": "2026-02-17T06:43:57Z" } }, { "key": "9UZW7SK2", "version": 7403, "library": { "type": "user", "id": 568, "name": "Peter Sefton", "links": { "alternate": { "href": "https://www.zotero.org/ptsefton", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/users/568/items/9UZW7SK2", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/ptsefton/items/9UZW7SK2", "type": "text/html" } }, "meta": { "creatorSummary": "Burrows", "parsedDate": "2012", "numChildren": 0 }, "data": { "key": "9UZW7SK2", "version": 7403, "itemType": "journalArticle", "title": "Designing a national “Virtual Laboratory” for the humanities: the Australian HuNI project: Designing a national “Virtual Laboratory” for the humanities: the Australian HuNI project", "creators": [ { "creatorType": "author", "firstName": "Toby", "lastName": "Burrows" } ], "abstractNote": "", "publicationTitle": "Digital Humanities 2012 - The 24th Joint International Conference of the Association for Literary and Linguistic Computing and the Association for Computers and the Humanities and The 5th Joint International Conference of the Association for Literary and Linguistic Computing, the Association for Computers and the Humanities, the Society for Digital Humanities – Société pour l’étude des médias interactifs, for the first time organized together with the Australasian Association for Digital Humanities and centerNet", "publisher": "Hamburg University Press", "place": "", "date": "2012", "volume": "-", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "139-141", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "burrowsDesigningNationalVirtual2012", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "9783937816999", "archive": "", "archiveLocation": "", "shortTitle": "Designing a national “Virtual Laboratory” for the humanities", "language": "", "libraryCatalog": "the UWA Profiles and Research Repository", "callNumber": "", "rights": "", "extra": "Place: Hamburg", "tags": [], "collections": [], "relations": {}, "dateAdded": "2023-11-05T21:12:48Z", "dateModified": "2026-02-17T06:43:57Z" } }, { "key": "PEG66DUG", "version": 7403, "library": { "type": "user", "id": 568, "name": "Peter Sefton", "links": { "alternate": { "href": "https://www.zotero.org/ptsefton", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/users/568/items/PEG66DUG", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/ptsefton/items/PEG66DUG", "type": "text/html" } }, "meta": { "creatorSummary": "Candela et al.", "parsedDate": "2023", "numChildren": 2 }, "data": { "key": "PEG66DUG", "version": 7403, "itemType": "journalArticle", "title": "An approach to assess the quality of Jupyter projects published by GLAM institutions", "creators": [ { "creatorType": "author", "firstName": "Gustavo", "lastName": "Candela" }, { "creatorType": "author", "firstName": "Sally", "lastName": "Chambers" }, { "creatorType": "author", "firstName": "Tim", "lastName": "Sherratt" } ], "abstractNote": "GLAM organizations have been digitizing their collections and making them available for the public for several decades. Recent methods for publishing digital collections such as “GLAM Labs” and “Collections as Data” provide guidelines for the application of computational methods to reuse the contents of cultural heritage institutions in innovative and creative ways. Jupyter Notebooks have become a powerful tool to foster use of these collections by digital humanities researchers. Based on previous approaches for quality assessment, which have been adapted for cultural heritage collections, this paper proposes a methodology for assessing the quality of projects based on Jupyter Notebooks published by relevant GLAM institutions. A list of projects based on Jupyter Notebooks using cultural heritage data has been evaluated. Common features and best practices have been identified. A detailed analysis, that can be useful for organizations interested in creating their own Jupyter Notebooks projects, has been provided. Open issues requiring further work and additional avenues for exploration are outlined.", "publicationTitle": "Journal of the Association for Information Science and Technology", "publisher": "", "place": "", "date": "2023", "volume": "n/a", "issue": "n/a", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1002/asi.24835", "citationKey": "candelaApproachAssessQuality2023", "url": "https://onlinelibrary.wiley.com/doi/abs/10.1002/asi.24835", "accessDate": "2023-11-05T20:52:18Z", "PMID": "", "PMCID": "", "ISSN": "2330-1643", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "Wiley Online Library", "callNumber": "", "rights": "© 2023 The Authors. Journal of the Association for Information Science and Technology published by Wiley Periodicals LLC on behalf of Association for Information Science and Technology.", "extra": "_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/asi.24835", "tags": [], "collections": [], "relations": {}, "dateAdded": "2023-11-05T20:52:18Z", "dateModified": "2026-02-17T06:43:57Z" } } ]