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@ -115,19 +117,19 @@ Nutzer*innen zu helfen, die theoretischen Grundlagen nachvollziehbar zu machen.
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<meta name="citation_reference" content="citation_title=Introducing the FAIR Principles for Research Software;,citation_abstract=Research software is a fundamental and vital part of research, yet significant challenges to discoverability, productivity, quality, reproducibility, and sustainability exist. Improving the practice of scholarship is a common goal of the open science, open source, and FAIR (Findable, Accessible, Interoperable and Reusable) communities and research software is now being understood as a type of digital object to which FAIR should be applied. This emergence reflects a maturation of the research community to better understand the crucial role of FAIR research software in maximising research value. The FAIR for Research Software (FAIR4RS) Working Group has adapted the FAIR Guiding Principles to create the FAIR Principles for Research Software (FAIR4RS Principles). The contents and context of the FAIR4RS Principles are summarised here to provide the basis for discussion of their adoption. Examples of implementation by organisations are provided to share information on how to maximise the value of research outputs, and to encourage others to amplify the importance and impact of this work.;,citation_author=Michelle Barker;,citation_author=Neil P. Chue Hong;,citation_author=Daniel S. Katz;,citation_author=Anna-Lena Lamprecht;,citation_author=Carlos Martinez-Ortiz;,citation_author=Fotis Psomopoulos;,citation_author=Jennifer Harrow;,citation_author=Leyla Jael Castro;,citation_author=Morane Gruenpeter;,citation_author=Paula Andrea Martinez;,citation_author=Tom Honeyman;,citation_publication_date=2022-10-14;,citation_cover_date=2022-10-14;,citation_year=2022;,citation_fulltext_html_url=https://www.nature.com/articles/s41597-022-01710-x;,citation_issue=1;,citation_doi=10.1038/s41597-022-01710-x;,citation_issn=2052-4463;,citation_volume=9;,citation_language=en-US;,citation_journal_title=Scientific Data;,citation_journal_abbrev=Sci Data;,citation_publisher=Nature Publishing Group;">
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<meta name="citation_reference" content="citation_title=Jupyter Notebooks a publishing format for reproducible computational workflows;,citation_abstract=It is increasingly necessary for researchers in all fields to write computer code, and in order to reproduce research results, it is important that this code is published. We present Jupyter notebooks, a document format for publishing code, results and explanations in a form that is both readable and executable. We discuss various tools and use cases for notebook documents.;,citation_author=Thomas Kluyver;,citation_author=Benjamin Ragan-Kelley;,citation_author=Fernando Pérez;,citation_author=Brian Granger;,citation_author=Matthias Bussonnier;,citation_author=Jonathan Frederic;,citation_author=Kyle Kelley;,citation_author=Jessica Hamrick;,citation_author=Jason Grout;,citation_author=Sylvain Corlay;,citation_author=Paul Ivanov;,citation_author=Damián Avila;,citation_author=Safia Abdalla;,citation_author=Carol Willing;,citation_author=Jupyter team;,citation_editor=Fernando Loizides;,citation_editor=Birgit Scmidt;,citation_publication_date=2016;,citation_cover_date=2016;,citation_year=2016;,citation_fulltext_html_url=https://eprints.soton.ac.uk/403913/;,citation_doi=10.3233/978-1-61499-649-1-87;,citation_language=en-US;,citation_conference=IOS Press;">
<meta name="citation_reference" content="citation_title=Towards FAIR principles for&nbsp;research&nbsp;software;,citation_abstract=The FAIR Guiding Principles, published in 2016, aim to improve the findability, accessibility, interoperability and reusability of digital research objects for both humans and machines. Until now the FAIR principles have been mostly applied to research data. The ideas behind these principles are, however, also directly relevant to research software. Hence there is a distinct need to explore how the FAIR principles can be applied to software. In this work, we aim to summarize the current status of the debate around FAIR and software, as basis for the development of community-agreed principles for FAIR research software in the future. We discuss what makes software different from data with regard to the application of the FAIR principles, and which desired characteristics of research software go beyond FAIR. Then we present an analysis of where the existing principles can directly be applied to software, where they need to be adapted or reinterpreted, and where the definition of additional principles is required. Here interoperability has proven to be the most challenging principle, calling for particular attention in future discussions. Finally, we outline next steps on the way towards definite FAIR principles for research software.;,citation_author=Anna-Lena Lamprecht;,citation_author=Leyla Garcia;,citation_author=Mateusz Kuzak;,citation_author=Carlos Martinez;,citation_author=Ricardo Arcila;,citation_author=Eva Martin Del Pico;,citation_author=Victoria Dominguez Del Angel;,citation_author=Stephanie Sandt;,citation_author=Jon Ison;,citation_author=Paula Andrea Martinez;,citation_author=Peter McQuilton;,citation_author=Alfonso Valencia;,citation_author=Jennifer Harrow;,citation_author=Fotis Psomopoulos;,citation_author=Josep Ll. Gelpi;,citation_author=Neil Chue Hong;,citation_author=Carole Goble;,citation_author=Salvador Capella-Gutierrez;,citation_publication_date=2020-06-12;,citation_cover_date=2020-06-12;,citation_year=2020;,citation_fulltext_html_url=https://doi.org/10.3233/DS-190026;,citation_issue=1;,citation_doi=10.3233/DS-190026;,citation_issn=2451-8484;,citation_volume=3;,citation_language=en-US;,citation_journal_title=Data Science;,citation_publisher=SAGE Publications;">
<meta name="citation_reference" content="citation_title=Ten simple rules for documenting scientific software;,citation_author=Benjamin D. Lee;,citation_publication_date=2018-12-20;,citation_cover_date=2018-12-20;,citation_year=2018;,citation_fulltext_html_url=https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1006561;,citation_issue=12;,citation_doi=10.1371/journal.pcbi.1006561;,citation_issn=1553-7358;,citation_volume=14;,citation_language=en-US;,citation_journal_title=PLOS Computational Biology;,citation_journal_abbrev=PLOS Computational Biology;,citation_publisher=Public Library of Science;">
<meta name="citation_reference" content="citation_title=Ten Simple Rules for the Open Development of Scientific Software;,citation_author=Andreas Prlić;,citation_author=James B. Procter;,citation_publication_date=2012-12-06;,citation_cover_date=2012-12-06;,citation_year=2012;,citation_fulltext_html_url=https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1002802;,citation_issue=12;,citation_doi=10.1371/journal.pcbi.1002802;,citation_issn=1553-7358;,citation_volume=8;,citation_language=en-US;,citation_journal_title=PLOS Computational Biology;,citation_journal_abbrev=PLOS Computational Biology;,citation_publisher=Public Library of Science;">
<meta name="citation_reference" content="citation_title=Software Citation Principles;,citation_abstract=Software is a critical part of modern research and yet there is little support across the scholarly ecosystem for its acknowledgement and citation. Inspired by the activities of the FORCE11 working group focused on data citation, this document summarizes the recommendations of the FORCE11 Software Citation Working Group and its activities between June 2015 and April 2016. Based on a review of existing community practices, the goal of the working group was to produce a consolidated set of citation principles that may encourage broad adoption of a consistent policy for software citation across disciplines and venues. Our work is presented here as a set of software citation principles, a discussion of the motivations for developing the principles, reviews of existing community practice, and a discussion of the requirements these principles would place upon different stakeholders. Working examples and possible technical solutions for how these principles can be implemented will be discussed in a separate paper.;,citation_author=Arfon M. Smith;,citation_author=Daniel S. Katz;,citation_author=Kyle E. Niemeyer;,citation_publication_date=2016;,citation_cover_date=2016;,citation_year=2016;,citation_fulltext_html_url=https://peerj.com/articles/cs-86;,citation_doi=10.7717/peerj-cs.86;,citation_issn=2376-5992;,citation_volume=2;,citation_language=en-US;,citation_journal_title=PeerJ Computer Science;,citation_journal_abbrev=PeerJ Comput. Sci.;,citation_publisher=PeerJ Inc.;">
<meta name="citation_reference" content="citation_title=Good Enough Practices in Scientific Computing;,citation_abstract=Author summary Computers are now essential in all branches of science, but most researchers are never taught the equivalent of basic lab skills for research computing. As a result, data can get lost, analyses can take much longer than necessary, and researchers are limited in how effectively they can work with software and data. Computing workflows need to follow the same practices as lab projects and notebooks, with organized data, documented steps, and the project structured for reproducibility, but researchers new to computing often dont know where to start. This paper presents a set of good computing practices that every researcher can adopt, regardless of their current level of computational skill. These practices, which encompass data management, programming, collaborating with colleagues, organizing projects, tracking work, and writing manuscripts, are drawn from a wide variety of published sources from our daily lives and from our work with volunteer organizations that have delivered workshops to over 11,000 people since 2010.;,citation_author=Greg Wilson;,citation_author=Jennifer Bryan;,citation_author=Karen Cranston;,citation_author=Justin Kitzes;,citation_author=Lex Nederbragt;,citation_author=Tracy K. Teal;,citation_publication_date=2017-06-22;,citation_cover_date=2017-06-22;,citation_year=2017;,citation_fulltext_html_url=https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005510;,citation_issue=6;,citation_doi=10.1371/journal.pcbi.1005510;,citation_issn=1553-7358;,citation_volume=13;,citation_language=en-US;,citation_journal_title=PLOS Computational Biology;,citation_journal_abbrev=PLOS Computational Biology;,citation_publisher=Public Library of Science;">
<meta name="citation_reference" content="citation_title=Software citation principles;,citation_abstract=Software is a critical part of modern research and yet there is little support across the scholarly ecosystem for its acknowledgement and citation. Inspired by the activities of the FORCE11 working group focused on data citation, this document summarizes the recommendations of the FORCE11 Software Citation Working Group and its activities between June 2015 and April 2016. Based on a review of existing community practices, the goal of the working group was to produce a consolidated set of citation principles that may encourage broad adoption of a consistent policy for software citation across disciplines and venues. Our work is presented here as a set of software citation principles, a discussion of the motivations for developing the principles, reviews of existing community practice, and a discussion of the requirements these principles would place upon different stakeholders. Working examples and possible technical solutions for how these principles can be implemented will be discussed in a separate paper.;,citation_author=Arfon M. Smith;,citation_author=Daniel S. Katz;,citation_author=Kyle E. Niemeyer;,citation_publication_date=2016;,citation_cover_date=2016;,citation_year=2016;,citation_fulltext_html_url=https://peerj.com/articles/cs-86;,citation_doi=10.7717/peerj-cs.86;,citation_issn=2376-5992;,citation_volume=2;,citation_language=en-US;,citation_journal_title=PeerJ Computer Science;,citation_journal_abbrev=PeerJ Comput. Sci.;,citation_publisher=PeerJ Inc.;">
<meta name="citation_reference" content="citation_title=Good enough practices in scientific computing;,citation_abstract=Author summary Computers are now essential in all branches of science, but most researchers are never taught the equivalent of basic lab skills for research computing. As a result, data can get lost, analyses can take much longer than necessary, and researchers are limited in how effectively they can work with software and data. Computing workflows need to follow the same practices as lab projects and notebooks, with organized data, documented steps, and the project structured for reproducibility, but researchers new to computing often dont know where to start. This paper presents a set of good computing practices that every researcher can adopt, regardless of their current level of computational skill. These practices, which encompass data management, programming, collaborating with colleagues, organizing projects, tracking work, and writing manuscripts, are drawn from a wide variety of published sources from our daily lives and from our work with volunteer organizations that have delivered workshops to over 11,000 people since 2010.;,citation_author=Greg Wilson;,citation_author=Jennifer Bryan;,citation_author=Karen Cranston;,citation_author=Justin Kitzes;,citation_author=Lex Nederbragt;,citation_author=Tracy K. Teal;,citation_publication_date=2017-06-22;,citation_cover_date=2017-06-22;,citation_year=2017;,citation_fulltext_html_url=https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005510;,citation_issue=6;,citation_doi=10.1371/journal.pcbi.1005510;,citation_issn=1553-7358;,citation_volume=13;,citation_language=en-US;,citation_journal_title=PLOS Computational Biology;,citation_journal_abbrev=PLOS Computational Biology;,citation_publisher=Public Library of Science;">
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