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2017 | OriginalPaper | Chapter

SWISH DataLab: A Web Interface for Data Exploration and Analysis

Authors : Tessel Bogaard, Jan Wielemaker, Laura Hollink, Jacco van Ossenbruggen

Published in: BNAIC 2016: Artificial Intelligence

Publisher: Springer International Publishing

Abstract

SWISH DataLab is a single integrated collaborative environment for data processing, exploration and analysis combining Prolog and R. The web interface makes it possible to share the data, the code of all processing steps and the results among researchers; and a versioning system facilitates reproducibility of the research at any chosen point. Using search logs from the National Library of the Netherlands combined with the collection content metadata, we demonstrate how to use SWISH DataLab for all stages of data analysis, using Prolog predicates, graph visualizations, and R.

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previous chapter Performance Indicators for Online Secondary Education: A Case Study

A version of SWISH for teaching Prolog is available online: http://swish.swi-prolog.org/.

https://www.r-project.org/.

http://jupyter.org/.

https://jsfiddle.net/.

http://www.graphviz.org/.

https://d3js.org/.

http://c3js.org/.

https://www.rforge.net/Rserve/.

http://www.delpher.nl/.

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MacIntyre, D.A., Chandiramani, M., Lee, Y.S., Kindinger, L., Smith, A., Angelopoulos, N., Lehne, B., Arulkumaran, S., Brown, R., Teoh, T.G., Holmes, E., Nicoholson, J.K., Marchesi, J.R., Bennett, P.R.: The vaginal microbiome during pregnancy and the postpartum period in a European population. Sci. Rep. 5, 8988 (2015). EP CrossRef

Andreasen, T., Christiansen, H., Have, C.T.: Querying sentiment development over time. In: Larsen, H.L., Martin-Bautista, M.J., Vila, M.A., Andreasen, T., Christiansen, H. (eds.) FQAS 2013. LNCS (LNAI), vol. 8132, pp. 613–624. Springer, Heidelberg (2013). doi: 10.1007/978-3-642-40769-7_53 CrossRef

Wielemaker, J., Lager, T., Riguzzi, F.: SWISH: SWI-Prolog for sharing. CoRR abs/1511.00915 (2015)

Beek, W., Wielemaker, J.: SWISH: an integrated semantic web notebook. In: Kawamura, T., Paulheim, H., (eds.) Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016). CEUR Workshop Proceedings, Kobe, Japan, 19 October 2016, vol. 1690. CEUR-WS.org (2016)

Ragan-Kelley, M., Perez, F., Granger, B., Kluyver, T., Ivanov, P., Frederic, J., Bussonier, M.: The Jupyter/iPython architecture: a unied view of computational research, from interactive exploration to communication and publication. In: AGU Fall Meeting Abstracts, vol. 1, p. 07 (2014)

Wielemaker, J., Hendricks, M.: Why it’s nice to be quoted: Quasiquoting for Prolog. CoRR abs/1308.3941 (2013)

Title: SWISH DataLab: A Web Interface for Data Exploration and Analysis
Authors: Tessel Bogaard
Jan Wielemaker
Laura Hollink
Jacco van Ossenbruggen
Publisher: Springer International Publishing
Book: BNAIC 2016: Artificial Intelligence
Print ISBN: 978-3-319-67467-4

Electronic ISBN: 978-3-319-67468-1

Copyright Year: 2017
DOI: https://doi.org/10.1007/978-3-319-67468-1_13

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