Why linked data is not enough for scientists

Sean Bechhofer; John Ainsworth; Jiten Bhagat; Iain Buchan; Philip Couch; Don Cruickshank; David De Roure; Mark Delderfield; Ian Dunlop; Matthew Gamble; Carole Goble; Danius Michaelides; Paolo Missier; Stuart Owen; David Newman; Shoaib Sufi

doi:10.1109/eScience.2010.21

Why linked data is not enough for scientists

Sean Bechhofer, John Ainsworth, Jiten Bhagat, Iain Buchan, Philip Couch, Don Cruickshank, David De Roure, Mark Delderfield, Ian Dunlop, Matthew Gamble, Carole Goble, Danius Michaelides, Paolo Missier, Stuart Owen, David Newman, Shoaib Sufi

Division of Informatics, Imaging & Data Sciences (L5)

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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Abstract

Scientific data stands to represent a significant portion of the linked open data cloud and science itself stands to benefit from the data fusion capability that this will afford. However, simply publishing linked data into the cloud does not necessarily meet the requirements of reuse. Publishing has requirements of provenance, quality, credit, attribution, methods in order to provide the reproducibility that allows 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. © 2010 IEEE.

Original language	English
Title of host publication	Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010\|Proc. - IEEE Int. Conf. e-Sci., eScience
Publisher	IEEE Computer Society
Pages	300-307
Number of pages	7
ISBN (Print)	9780769542904
DOIs	https://doi.org/10.1109/eScience.2010.21
Publication status	Published - 2010
Event	2010 6th IEEE International Conference on e-Science, eScience 2010 - Brisbane, QLD Duration: 1 Jul 2010 → …

Publication series

Name	Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010

Conference

Conference	2010 6th IEEE International Conference on e-Science, eScience 2010
City	Brisbane, QLD
Period	1/07/10 → …

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10.1109/eScience.2010.21

research-objects-finalAccepted author manuscript, 239 KBLicence: CC BY

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Why linked data is not enough for scientists
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., Feb 2013, In: Future Generation Computer Systems. 29, 2, p. 599-611 12 p.
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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 (pp. 300-307). (Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010). IEEE Computer Society . https://doi.org/10.1109/eScience.2010.21

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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

Why linked data is not enough for scientists. / Bechhofer, Sean ; Ainsworth, John; Bhagat, Jiten et al.
Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010|Proc. - IEEE Int. Conf. e-Sci., eScience. IEEE Computer Society , 2010. p. 300-307 (Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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AU - Ainsworth, John

AU - Bhagat, Jiten

AU - Buchan, Iain

AU - Couch, Philip

AU - Cruickshank, Don

AU - De Roure, David

AU - Delderfield, Mark

AU - Dunlop, Ian

AU - Gamble, Matthew

AU - Goble, Carole

AU - Michaelides, Danius

AU - Missier, Paolo

AU - Owen, Stuart

AU - Newman, David

AU - Sufi, Shoaib

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AB - Scientific data stands to represent a significant portion of the linked open data cloud and science itself stands to benefit from the data fusion capability that this will afford. However, simply publishing linked data into the cloud does not necessarily meet the requirements of reuse. Publishing has requirements of provenance, quality, credit, attribution, methods in order to provide the reproducibility that allows 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. © 2010 IEEE.

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Bechhofer S , Ainsworth J, Bhagat J, Buchan I, Couch P, Cruickshank D et al. 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 . 2010. p. 300-307. (Proceedings - 2010 6th IEEE International Conference on e-Science, eScience 2010). doi: 10.1109/eScience.2010.21

Why linked data is not enough for scientists

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Why linked data is not enough for scientists

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