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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

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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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Metadata
Title
SWISH DataLab: A Web Interface for Data Exploration and Analysis
Authors
Tessel Bogaard
Jan Wielemaker
Laura Hollink
Jacco van Ossenbruggen
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-67468-1_13

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