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Identification of Reproducible Subsets for Data Citation, Sharing and Re-Use

Andreas Rauber, Ari Asmi, Dieter van Uytvanck, Stefan Pröll
<span title="2016-05-01">2016</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In order to keep such experiments reproducible and to share and cite the particular data used in a study, researchers need means of identifying the exact version of a subset as it was used during a specific  ...  In this paper we present 14 recommendations on how to adapt a data source for providing identifiable subsets for the long term, elaborated by the RDA Working Group on Dynamic Data Citation (WGDC).  ...  These recommendations are currently being evaluated and implemented or deployed by a number of data centres and projects, including the Virtual Atomic and Molecular Data Centre (VAMDC), the ENVRIplus project  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4048303">doi:10.5281/zenodo.4048303</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dkbv6lhigzdxjccksk2ntyo6pe">fatcat:dkbv6lhigzdxjccksk2ntyo6pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200925004838/https://zenodo.org/record/4048304/files/Rauber_et_al_TCDLBul_volume12_issue1-May2016_RDA-Guidelines.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/dd/a0dd28b42ab02a4677447f8a43f4ce4149d13dd5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4048303"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Enabling Reproducibility for Small and Large Scale Research Data Sets

Stefan Pröll, Andreas Rauber
<span title="">2017</span> <i title="CNRI Acct"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ugbiirfvufgcjkx33r3cmemcuu" style="color: black;">D-Lib Magazine</a> </i> &nbsp;
Identification of Reproducible Subsets for Data Citation, Sharing and Re-Use. Bulletin of IEEE Technical Committee on Digital Libraries (TCDL), Vol. 12, 2016.  ...  We describe how precise data identification and data citation can contribute to the method reproducibility and the result reproducibility perspective of eScience experiments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1045/january2017-proell">doi:10.1045/january2017-proell</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vhtxuslylndqrjotvla4lkjh5m">fatcat:vhtxuslylndqrjotvla4lkjh5m</a> </span>
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Addressing the challenge of linking data and scientific papers within the Virtual Atomic and Molecular Data Centre

Zwölf Carlo Maria
<span title="2020-06-23">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In this presentation we described methods, techniques and procedures for efficiently interlinking data and scientific articles within the VAMDC infrastructure  ...  The proposed solution enables precise identification of the very subset and version of data used, supporting reproducibility of processes, sharing and reuse of data. A.  ...  The proposed solution enables precise identification of the very subset and version of data used, supporting reproducibility of processes, sharing and reuse of data. II.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3905299">doi:10.5281/zenodo.3905299</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7i6eqf5dmrgsjhsleo2cx7s66q">fatcat:7i6eqf5dmrgsjhsleo2cx7s66q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200707094409/https://zenodo.org/record/3905299/files/2020_06_DataPublicationsVAMDC.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/10/ab10eeb7d4ff8d2d5f334c45f174b27b4a766c3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3905299"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Precise Data Identification Services for Long Tail Research Data

Stefan Proell, Kristof Meixner, Andreas Rauber
<span title="2016-09-22">2016</span> <i title="Figshare"> Figshare </i> &nbsp;
to enable reproducibility and comparabilityof result and foster data re-use.This paper presents three implementations of systems sup-porting such data identification services for comma sepa-rated value  ...  These enhances reproducibility of experimentsand allows efficient sharing of specific subsets of data evenin highly dynamic data settings  ...  Acknowledgement Part of this work was co-funded by the research project DEXHELPP, supported by BMVIT, BMWFW and the state of Vienna, and COMET K1, FFG -Austrian Research Promotion Agency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.3847632.v1">doi:10.6084/m9.figshare.3847632.v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/idtfqwyvv5acpicldujduw2jo4">fatcat:idtfqwyvv5acpicldujduw2jo4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200219202952/https://s3-eu-west-1.amazonaws.com/pfigshare-u-files/6021696/iPRES2016Proell_submitted.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/ef/f3efe60cc818a3dd70e2e01e09deb1690fecb69a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.3847632.v1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> figshare.com </button> </a>

Theory and practice of data citation

Gianmaria Silvello
<span title="2017-09-19">2017</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ytszeoavsvacnciwhmsxbas6tq" style="color: black;">Journal of the Association for Information Science and Technology</a> </i> &nbsp;
, and providing computational methods for addressing specific issues of data citation.  ...  The development of a theory and practice of data citation is fundamental for considering data as first-class research objects with the same relevance and centrality of traditional scientific products.  ...  We did not consider articles about data publishing, sharing and re-use if they did not explicitly mention data citation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/asi.23917">doi:10.1002/asi.23917</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/isdji7rhibgldbj6efop3j7geu">fatcat:isdji7rhibgldbj6efop3j7geu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191018062738/https://arxiv.org/pdf/1706.07976v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/11/1e/111eef07e6f352b31f582a81f94d34e2184c1efc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/asi.23917"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Dynamic Data Citation Service—Subset Tool for Operational Data Management

Schubert, Seyerl, Sack
<span title="2019-08-01">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73aeke3k45ddlpuyeivcdlmtmu" style="color: black;">Data</a> </i> &nbsp;
A manual process would make the citation of data fragments as a subset of an entire dataset rather complex and imprecise to obtain.  ...  The Research Data Alliance Data Citation Working Group (RDA Data Citation WG) summarized the scientific status quo as well as the state of the art from existing citation and data management concepts and  ...  Software used for subsetting and dynamic data citation at the CCCA Data Centre was developed by K.S. and G.S., the Server Configuration was done by G.S.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/data4030115">doi:10.3390/data4030115</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ywu752salvakzmcle2htgllw2q">fatcat:ywu752salvakzmcle2htgllw2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307000839/https://epub.wu.ac.at/7180/1/data-04-00115-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c5/6f/c56f1a1803b5a360d465e2d213a63821199d0652.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/data4030115"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Data Access and Reproducibility in Privacy Sensitive eScience Domains

Stefan Proell, Rudolf Mayer, Andreas Rauber
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j26tcszq2jfsppxyetteuxy2fq" style="color: black;">2015 IEEE 11th International Conference on e-Science</a> </i> &nbsp;
Applying data protection methods oppose interests of repeatability and reproducibility, as the data which serves as input and output for processing steps in experiments needs to be altered in order to  ...  We thus discuss pre-requisites and methods for protecting the privacy, with the goal of still enabling reproducibility and allowing comparative studies to be performed.  ...  ACKNOWLEDGEMENT Part of this work was co-funded by the research project DEXHELPP, supported by BMVIT, BMWFW and the state of Vienna, and COMET K1, FFG -Austrian Research Promotion Agency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/escience.2015.20">doi:10.1109/escience.2015.20</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/eScience/ProllMR15.html">dblp:conf/eScience/ProllMR15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mutq2wupkbdcxdlisqp2whq7fu">fatcat:mutq2wupkbdcxdlisqp2whq7fu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320234245/http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/pro_15escience.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/c7/9fc71883c5db149f50648c11029a1a5d370eadc9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/escience.2015.20"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

M2.15 Assessment report on 'FAIRness of software'

Morane Gruenpeter, Roberto Di Cosmo, Hylke Koers, Patricia Herterich, Rob Hooft, Jessica Parland-von Essen, Jonas Tana, Tero Aalto, Sarah Jones
<span title="2020-10-16">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
usp=sharing  ...  Software can be used throughout the research process; however it can also be an outcome of the research process.  ...  URL Purpose The journal aims to disseminate research software, promote re-use of software and provide a mechanism for researchers to receive academic credit (in the sense of a citable DOI) for sharing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5472911">doi:10.5281/zenodo.5472911</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wscidegolfbdvmpiowhh6ipn7y">fatcat:wscidegolfbdvmpiowhh6ipn7y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210910031057/https://zenodo.org/record/5472911/files/M2.15_FAIRsFAIR_Assessment_report_on_FAIRness_of_software_20201016_v1.1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/96/ef/96ef03b14aabb17ce41ee96614d0a90ff3fa918f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5472911"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Identification and Citation of Digital Research Resources [chapter]

Margareta Hellström, Maria Johnsson, Alex Vermeulen
<span title="">2020</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This chapter presents a suggested common system design for Identification and Citation, as well as an outline for negotiations and discussions with publishers and other actors in the scholarly data management  ...  There is also a strong need for common data citation tracking systems that allow data providers to identify downstream usage of their data so as to demonstrate their importance and show the impact to stakeholders  ...  This work was supported by the European Union's Horizon 2020 research and innovation programme via the ENVRIplus project under grant agreement No 654182.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-52829-4_9">doi:10.1007/978-3-030-52829-4_9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/65iblysabrdo3mbhjqzc7g3zyu">fatcat:65iblysabrdo3mbhjqzc7g3zyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200729135054/https://link.springer.com/content/pdf/10.1007%2F978-3-030-52829-4_9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d4/ab/d4ab8f481b2047d19250d9b2a867921454ec0cf6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-52829-4_9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

A Methodology for Citing Linked Open Data Subsets

Gianmaria Silvello
<span title="">2015</span> <i title="CNRI Acct"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ugbiirfvufgcjkx33r3cmemcuu" style="color: black;">D-Lib Magazine</a> </i> &nbsp;
We also present a compelling use case based on search engines experimental evaluation data and possible applications of the citation methodology.  ...  In this paper we discuss the problem of data citation with a specific focus on Linked Open Data.  ...  Object Re-Use and Exchange (OAI-ORE), which exploits the RDF Framework for sharing compound objects on the Web.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1045/january2015-silvello">doi:10.1045/january2015-silvello</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uqpectjucvek5jzojszuafpp2i">fatcat:uqpectjucvek5jzojszuafpp2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428133233/https://www.research.unipd.it/retrieve/handle/11577/3154529/22360/2015-D-Lib%20Magazine.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2e/00/2e00782ca0295581f87a4100077676a08cec2c90.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1045/january2015-silvello"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> dlib.org </button> </a>

Precisely and Persistently Identifying and Citing Arbitrary Subsets of Dynamic Data

A Rauber, B Gößwein, C Zwölf, C Schubert, F Wörister, J Duncan, K Flicker, K Zettsu, K Meixner, L McIntosh, R Jenkyns, S Pröll (+2 others)
<span title="2021-03-03">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Yet, for studies to be reproducible, for decision-making to be transparent, and for meta studies to be performed conveniently, having a precise identification mechanism to reference, retrieve and work  ...  Precisely identifying arbitrary subsets of data so that these can be re-produced is a daunting challenge in data-driven science, the more so if the underlying data source is dynamically evolving.  ...  Research Data Management programme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4571615">doi:10.5281/zenodo.4571615</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ao6ql5su4bbqrjysucmxaqksmy">fatcat:ao6ql5su4bbqrjysucmxaqksmy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210304034433/https://zenodo.org/record/4571616/files/RDA_WGDC_210122_1700.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/da/6fdae2b5e20efbe2bf1055313118309d17fce41f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4571615"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

A Scalable Framework for Dynamic Data Citation of Arbitrary Structured Data

Stefan Pröll, Andreas Rauber
<span title="">2014</span> <i title="SCITEPRESS - Science and and Technology Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pc22cyn2jjfqzdp36kmoqmbgbq" style="color: black;">Proceedings of 3rd International Conference on Data Management Technologies and Applications</a> </i> &nbsp;
Sharing research data is becoming increasingly important as it enables peers to validate and reproduce data driven experiments.  ...  We describe a replication scenario for enabling scalable data citation in dynamic contexts.  ...  ACKNOWLEDGEMENTS Part of this work was supported by the projects APARSEN, TIMBUS and SCAPE, partially funded by the EU under the FP7 contracts 269977, 269940 and 270137.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004991802230230">doi:10.5220/0004991802230230</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/data/ProllR14.html">dblp:conf/data/ProllR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gbkxdjztjncdvisv54hongazrm">fatcat:gbkxdjztjncdvisv54hongazrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161118145132/https://www.sba-research.org/wp-content/uploads/publications/Scalable%20Framework_paper.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/ae/a0aeb9d0fb6078e7860d1bbaef9f6f2752cfcda9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004991802230230"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

An examination of research data sharing and re-use: implications for data citation practice

Hyoungjoo Park, Dietmar Wolfram
<span title="2017-01-30">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4ue2erniajgxfcur7sdtxxlr3y" style="color: black;">Scientometrics</a> </i> &nbsp;
This study examines characteristics of data sharing and data re-use in Genetics and Heredity, where data citation is most common.  ...  We explore data citations for Genetics and Heredity, as a case study by examining formal citations recorded in the DCI and informally by sampling a selection of papers for implicit data citations within  ...  Quality control has focused on the reliable re-use of data for reproducibility.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11192-017-2240-2">doi:10.1007/s11192-017-2240-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rbicdhoslzemtmkkvravdfu4le">fatcat:rbicdhoslzemtmkkvravdfu4le</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191106224050/https://dc.uwm.edu/cgi/viewcontent.cgi?article=1010&amp;context=sois_facpubs" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/56/f3/56f3320e153b5a7f4616de08a5839e37a3101261.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11192-017-2240-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Scalable data citation in dynamic, large databases: Model and reference implementation

Stefan Proll, Andreas Rauber
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/faqqmambavbalpofpx3p6nntua" style="color: black;">2013 IEEE International Conference on Big Data</a> </i> &nbsp;
Uniquely and precisely identifying and citing arbitrary subsets of data is essential in many settings, e.g. to facilitate experiment validation and data re-use in metastudies.  ...  We propose a novel approach relying on persistent, timestamped, adapted queries to versioned and timestamped data sources. Result set hashes are used for validation correctness on later re-execution.  ...  ACKNOWLEDGMENT Part of this work was supported by the projects APARSEN and TIMBUS, partially funded by the EU under the FP7 contracts 269977 and 269940.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/bigdata.2013.6691588">doi:10.1109/bigdata.2013.6691588</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/bigdataconf/ProllR13.html">dblp:conf/bigdataconf/ProllR13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/si3cputk2jdv5icdmako3jksou">fatcat:si3cputk2jdv5icdmako3jksou</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705121939/http://www.ifs.tuwien.ac.at/~andi/publications/pdf/pro_ieeebigdata13.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/c1/9bc16b0204302d774be8cdf2ca65c939bb04603d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/bigdata.2013.6691588"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

CMIP6 Data Citation of Evolving Data

Martina Stockhause, Michael Lautenschlager
<span title="2017-06-15">2017</span> <i title="Ubiquity Press, Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6c6hoxo2t5fhvmt3alezyxsomy" style="color: black;">Data Science Journal</a> </i> &nbsp;
the concrete used data subset.  ...  Therefore a pragmatic, flexible and extendible approach for the CMIP6 data citation service was developed, consisting of a citation for the full evolving data superset and a data cart approach for citing  ...  Acknowledgements The authors would like to thank the colleagues at DKRZ, ESGF, WIP, and RDA, esp. the members of the RDA WGDC with Andreas Rauber and Martin Fenner for discussions around the citation of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5334/dsj-2017-030">doi:10.5334/dsj-2017-030</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/leje6pnadrc7fjczrrayxfdoou">fatcat:leje6pnadrc7fjczrrayxfdoou</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720081844/https://datascience.codata.org/jms/article/download/dsj-2017-030/686" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7b/fd/7bfd17550a2610a68a26075a6d433b5648c9818f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5334/dsj-2017-030"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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