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Why Linked Data is Not Enough for Scientists

Authors :
John Ainsworth
Philip Couch
David Newman
David De Roure
Danius T. Michaelides
Mark Delderfield
Don Cruickshank
Shoaib Sufi
Ian Dunlop
Carole Goble
Matthew Gamble
Jiten Bhagat
Iain Buchan
Sean Bechhofer
Stuart Owen
Paolo Missier
Source :
Bechhofer, S, Ainsworth, J, Bhagat, J, Buchan, I, Couch, P, Cruickshank, D, De Roure, D, Delderfield, M, Dunlop, I, Gamble, M, Goble, C, Michaelides, D, Missier, P, Owen, S, Newman, D & Sufi, S 2010, Why linked data is not enough for scientists . in Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010|Proc.-IEEE Int. Conf. e-Sci., eScience . Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010, IEEE Computer Society, pp. 300-307, 2010 6th IEEE International Conference on e-Science, eScience 2010, Brisbane, QLD, 1/07/10 . https://doi.org/10.1109/eScience.2010.21, Bechhofer, S, Buchan, I, De Roure, D, Missier, P, Ainsworth, J, Bhagat, J, Couch, P, Cruickshank, D, Delderfield, M, Dunlop, I, Gamble, M, Michaelides, D, Owen, S, Newman, D, Sufi, S & Goble, C 2013, ' Why linked data is not enough for scientists ' Future Generation Computer Systems, vol. 29, no. 2, pp. 599-611 . https://doi.org/10.1016/j.future.2011.08.004, eScience, Future Generation Computer Systems, Bechhofer, S, Ainsworth, J, Bhagat, J, Buchan, I, Couch, P, Cruickshank, D, De Roure, D, Delderfield, M, Dunlop, I, Gamble, M, Goble, C, Michaelides, D, Missier, P, Owen, S, Newman, D & Sufi, S 2010, Why linked data is not enough for scientists . in Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010|Proc.-IEEE Int. Conf. e-Sci., eScience . IEEE Computer Society, pp. 300-307, 2010 6th IEEE International Conference on e-Science, eScience 2010, Brisbane, QLD, 1/07/10 . https://doi.org/10.1109/eScience.2010.21, Bechhofer, S, Buchan, I, De Roure, D, Missier, P, Ainsworth, J, Bhagat, J, Couch, P, Cruickshank, D, Delderfield, M, Dunlop, I, Gamble, M, Michaelides, D, Owen, S, Newman, D, Sufi, S & Goble, C 2013, ' Why linked data is not enough for scientists ', Future Generation Computer Systems, vol. 29, no. 2, pp. 599-611 . https://doi.org/10.1016/j.future.2011.08.004
Publication Year :
2016
Publisher :
IEEE, 2016.

Abstract

Scientific data represents a significant portion of the linked open data cloud and scientists stand to benefit from the data fusion capability this will afford. Publishing linked data into the cloud, however, does not ensure the required reusability. Publishing has requirements of provenance, quality, credit, attribution and methods to provide the reproducibility that enables validation of results. In this paper we make the case for a scientific data publication model on top of linked data and introduce the notion of Research Objects as first class citizens for sharing and publishing. Highlights? We identify and characterise different aspects of reuse and reproducibility. ? We examine requirements for such reuse. ? We propose a scientific data publication model that layers on top of linked data publishing.

Subjects

Subjects :
Computer science
Computer Networks and Communications
media_common.quotation_subject
Context (language use)
Cloud computing
Data publishing
02 engineering and technology
Reuse
First class
Data modeling
World Wide Web
03 medical and health sciences
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
Computer Science (miscellaneous)
Quality (business)
Research object
030304 developmental biology
media_common
Publishing
0303 health sciences
business.industry
Linked data
Sharing
Data science
Reproducibility
Data sharing
Hardware and Architecture
e-Science
Electronic publishing
Research Object
business
MyGrid
Software

Details

Database :
OpenAIRE
Journal :
Bechhofer, S, Ainsworth, J, Bhagat, J, Buchan, I, Couch, P, Cruickshank, D, De Roure, D, Delderfield, M, Dunlop, I, Gamble, M, Goble, C, Michaelides, D, Missier, P, Owen, S, Newman, D & Sufi, S 2010, Why linked data is not enough for scientists . in Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010|Proc.-IEEE Int. Conf. e-Sci., eScience . Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010, IEEE Computer Society, pp. 300-307, 2010 6th IEEE International Conference on e-Science, eScience 2010, Brisbane, QLD, 1/07/10 . https://doi.org/10.1109/eScience.2010.21, Bechhofer, S, Buchan, I, De Roure, D, Missier, P, Ainsworth, J, Bhagat, J, Couch, P, Cruickshank, D, Delderfield, M, Dunlop, I, Gamble, M, Michaelides, D, Owen, S, Newman, D, Sufi, S & Goble, C 2013, ' Why linked data is not enough for scientists ' Future Generation Computer Systems, vol. 29, no. 2, pp. 599-611 . https://doi.org/10.1016/j.future.2011.08.004, eScience, Future Generation Computer Systems, Bechhofer, S, Ainsworth, J, Bhagat, J, Buchan, I, Couch, P, Cruickshank, D, De Roure, D, Delderfield, M, Dunlop, I, Gamble, M, Goble, C, Michaelides, D, Missier, P, Owen, S, Newman, D & Sufi, S 2010, Why linked data is not enough for scientists . in Proceedings-2010 6th IEEE International Conference on e-Science, eScience 2010|Proc.-IEEE Int. Conf. e-Sci., eScience . IEEE Computer Society, pp. 300-307, 2010 6th IEEE International Conference on e-Science, eScience 2010, Brisbane, QLD, 1/07/10 . https://doi.org/10.1109/eScience.2010.21, Bechhofer, S, Buchan, I, De Roure, D, Missier, P, Ainsworth, J, Bhagat, J, Couch, P, Cruickshank, D, Delderfield, M, Dunlop, I, Gamble, M, Michaelides, D, Owen, S, Newman, D, Sufi, S & Goble, C 2013, ' Why linked data is not enough for scientists ', Future Generation Computer Systems, vol. 29, no. 2, pp. 599-611 . https://doi.org/10.1016/j.future.2011.08.004
Accession number :
edsair.doi.dedup.....7e3f9c29d833cbc41a5680b73723ff96

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