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The Data Life Cycle in Practice: an Infrastructure Point of View

2019 Zenodo  
Preprint submitted to RO2019 workshop at IEEE eScience Conference 2019 on the implementation of infrastructure in Flanders by the ELIXIR Belgium project to support researchers to adhere to the FAIR principles  ...  In practice, the implementation of FAIR in local infrastructure is required to describe, format and share data as well as code in a domain-specific way.  ...  This will enable a shift from making data FAIR for publication as an afterthought, to "FAIR data by design" and will help instil the benefits of FAIR data in the research community.  ... 
doi:10.5281/zenodo.3270823 fatcat:i377fzkfgbffpgdq4sbxxecbpm

Best practices in the real-world data life cycle

Joe Zhang, Joshua Symons, Paul Agapow, James T. Teo, Claire A. Paxton, Jordan Abdi, Heather Mattie, Charlie Davie, Aracelis Z. Torres, Amos Folarin, Harpreet Sood, Leo A. Celi (+4 others)
2022 PLOS Digital Health  
We build on examples obtained from the academic literature and author experience of data curation practices across a diverse range of sectors to describe a standardized RWD life cycle containing key steps  ...  Since the 2016 United States 21st Century Cures Act, innovations in the RWD life cycle have taken tremendous strides forward, largely driven by demand for regulatory-grade real-world evidence from the  ...  An overview of the real-world data life cycle Data life cycles have been previously described in the context of a research cycle [15] and more broadly in the context of a Learning Health System [16]  ... 
doi:10.1371/journal.pdig.0000003 fatcat:33jh3cmm4be3tftcihukecw2yu

Towards an emulation tool based on ontologies and data life cycles for studying smart buildings

Christophe Cérin, Frédéric Andres, Danielle Geldwerth-Feniger
2021 Proceedings of the International Workshop on Big Data in Emergent Distributed Environments  
In this paper, we share our vision to study a complex Information Technology (IT) system handling a massive amount of data in the context of 'smart buildings. ' One technique for analyzing complex IT systems  ...  relies on emulation, where the  ...  ACKNOWLEDGMENTS We would like to thank the National Institute of Informatics (NII), the Centre National de la Recherche Scientifique (CNRS), the Université Sorbonne Paris Nord (UPSN) and Rêve de Scènes  ... 
doi:10.1145/3460866.3461772 fatcat:ak5tt5ddtrdnldbsyfsoo72qtu

Barriers to Full Participation in the Open Science Life Cycle among Early Career Researchers

Natasha J. Gownaris, Koen Vermeir, Martin-Immanuel Bittner, Lasith Gunawardena, Sandeep Kaur-Ghumaan, Robert Lepenies, Godswill Ntsomboh Ntsefong, Ibrahim Sidi Zakari
2022 Data Science Journal  
Here, we discuss these challenges across the OS life cycle.  ...  Open science (OS) is currently dominated by a small subset of practices that occur late in the scientific process.  ...  In particular, Wataru Iwasaki contributed insight to earlier versions of this manuscript.  ... 
doi:10.5334/dsj-2022-002 fatcat:qebxmoao2vfa3kzlsa76bktqci

Recycling waste plastics in roads: A life-cycle assessment study using primary data

J. Santos, A. Pham, P. Stasinopoulos, F. Giustozzi
2020 Science of the Total Environment  
Data from recycling facilities in Victoria, Australia, were collected and used as the basis for a comparative life cycle assessment (LCA) study.  ...  The present study investigates - from an environmental perspective - the processes that lead to the conversion of waste plastics into recycled plastic pellets to be used either as an additive (wet method  ...  Impact assessment Based on the Best Practice Guide for Mid-Point Life Cycle Impact Assessment in Australia (Renouf et al., 2015) , the potential environmental impacts were estimated according to the CML  ... 
doi:10.1016/j.scitotenv.2020.141842 pmid:32890798 fatcat:adoznb3rjrckhh2loey5qtuzma

Sustainable Insights for Energy Big Data Governance in China: Full Life Cycle Curation from the Ecosystem Perspective

Ming Zeng, Yanbin Xu, Haoyu Wu, Jiaxin Ma, Jianwei Gao
2022 Sustainability  
big data curation that encompasses its full life cycle, including the planning, integration, application, and maintenance stages.  ...  However, the research on and the application of energy big data are mainly limited to micro-level fields, and the development of energy big data in China remains disordered because the corresponding macro-level  ...  curation from the full life cycle of the data.  ... 
doi:10.3390/su14106013 fatcat:ru3ufgtqzbahvbj2ikvikjj4ma

Big Data and Its Applications in Smart Real Estate and the Disaster Management Life Cycle: A Systematic Analysis

Hafiz Suliman Munawar, Siddra Qayyum, Fahim Ullah, Samad Sepasgozar
2020 Big Data and Cognitive Computing  
The existing research lacks in discussing and evaluating the pertinent tools and technologies to analyze big data in an efficient manner which calls for a comprehensive and holistic analysis of the published  ...  Big data is the concept of enormous amounts of data being generated daily in different fields due to the increased use of technology and internet sources.  ...  Conflicts of Interest: The authors declare no conflicts of interest.  ... 
doi:10.3390/bdcc4020004 fatcat:zdplhd4utjcg7fxapvfcu3vn4u

Managing the Life-Cycle of Linked Data with the LOD2 Stack [chapter]

Sören Auer, Lorenz Bühmann, Christian Dirschl, Orri Erling, Michael Hausenblas, Robert Isele, Jens Lehmann, Michael Martin, Pablo N. Mendes, Bert van Nuffelen, Claus Stadler, Sebastian Tramp (+1 others)
2012 Lecture Notes in Computer Science  
The LOD2 Stack is an integrated distribution of aligned tools which support the whole life cycle of Linked Data from extraction, authoring/creation via enrichment, interlinking, fusing to maintenance.  ...  In this article we describe these pillars in more detail and give an overview of the individual LOD2 Stack components.  ...  The research leading to these results has received funding under the European Commission's Seventh Framework Programme from ICT grant agreement LOD2, no. 257943.  ... 
doi:10.1007/978-3-642-35173-0_1 fatcat:5bn4o4ug5zgx5o3ybn65ptyvz4

A review of composite product data interoperability and product life-cycle management challenges in the composites industry

Alison J. McMillan, Norman Swindells, Edward Archer, Alistair McIlhagger, Anna Sung, Kelvin Leong, Rhys Jones
2017 Advanced Manufacturing: Polymer & Composites Science  
A review of composite product data interoperability and product life-cycle management challenges is presented, which addresses "Product Life-cycle Management", developments in materials.  ...  The urgent need for this is illustrated by the life-cycle management issues faced in modern military aircraft, where in-service failure of composite parts is a problem, not just in terms of engineering  ...  Acknowledgements The authors acknowledge financial support from Innovate UK, under the "Game-changing technologies for aerospace" call, grant reference 132254. Funding  ... 
doi:10.1080/20550340.2017.1389047 fatcat:sibrlesszbfpzjpurt6wi7iqu4

Commuting practices: New insights into modal shift from theories of social practice

Noel Cass, James Faulconbridge
2016 Transport Policy  
the sites of these practices interact with the affordances, and spatial infrastructure, of bus-and cycle-commuting.  ...  By analyzing qualitative data about everyday mobility in two UK cities, we examine how the availability of the constituent elements of bus-and cycle-commuting practices is crucial for modal shift to occur  ...  Acknowledgments The authors would like to thank the editor and two anonymous referees whose comments and suggestions have refined and improved our arguments in this paper.  ... 
doi:10.1016/j.tranpol.2015.08.002 fatcat:u2qj22bx6jeuzom7dpqgb5isuu

Crowdsourcing ICTD Best Practices [chapter]

Aaron Ciaghi, Adolfo Villafiorita
2012 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
In this paper, we expose our views on the need for a more structured approach to software development in ICTD and we present our plan to collect best practices from software project managers through a  ...  A large number of projects in ICT for development include software development to a certain degree. A review of the literature highlights how most of these projects ultimately fail to be sustainable.  ...  We plan to use the results of this survey to design a software development process for the ICTD domain, based on best practices collected through ict4gHub and consolidated software engineering techniques  ... 
doi:10.1007/978-3-642-29093-0_16 fatcat:nsjypksxwnddddln4otcsyniya

IT Controlling – Concepts and Transformation into Practice

Andreas Gadatsch
2009 Business & Information Systems Engineering  
The proposal of a performance oriented IT controlling concept shows how the whole IT life cycle can be supported, besides dealing with the classic tasks of an cost oriented view.  ...  So far only a few specific life cycle models in the sense of reference models have been published.  ... 
doi:10.1007/s12599-009-0043-6 fatcat:zwrnka2wurddzmvmtttnkqvycq

Developments in Practice XXXVII: Total Cost of Ownership

James D. McKeen, Heather A. Smith
2010 Communications of the Association for Information Systems  
Total Cost of Ownership (TCO) advocates for a holistic view of IT costs across the enterprise over time, grouped into a series of direct and indirect cost elements.  ...  , and the governance practices which guide their TCO processes.  ...  What appears straightforward and logical from a conceptual point of view soon proves otherwise at a practical implementation level-another case where the "devil is in the details."  ... 
doi:10.17705/1cais.02732 fatcat:du3pooj5ybgz5ob4u6xb2v4roe

Providers and Practices: How Suppliers Shape Car-Sharing Practices

Elisabeth M. C. Svennevik
2021 Sustainability  
This Norwegian study focuses on the role of providers in car-sharing practices, using data from household interviews with car-sharing users, stakeholder workshops, and interviews with providers of car-sharing  ...  The conclusions offer a critical view of how the providers contribute to various kinds of car-sharing understandings, as well as the implications for policy and practitioners.  ...  and Tanu Priya Uteng for work with the data collection.  ... 
doi:10.3390/su13041764 fatcat:qfjg4bw6lzezbpqc536ei45k7q

Theorizing Practice and Practicing Theory

Martha S. Feldman, Wanda J. Orlikowski
2011 Organization science (Providence, R.I.)  
We discuss three principles of the theoretical approach to practice and offer examples of how practice theory has been used in the organizational literature and in our own research.  ...  T his paper describes the emerging field of practice theory as it is practiced in relation to organizational phenomena.  ...  Acknowledgments The coauthors are equal collaborators in writing this article.  ... 
doi:10.1287/orsc.1100.0612 fatcat:eceq6rlsvfclpkn5hmu4cokowm
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