TY - GEN
T1 - SWISH DataLab: A Web Interface for Data Exploration and Analysis
AU - Bogaard, Tessel
AU - Wielemaker, Jan
AU - Hollink, Laura
AU - Ossenbruggen, Jacco van
PY - 2017
Y1 - 2017
N2 - 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.
AB - 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.
UR - https://doi.org/10.1007/978-3-319-67468-1_13
UR - https://www.scopus.com/pages/publications/85030157495
UR - https://www.scopus.com/inward/citedby.url?scp=85030157495&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-67468-1_13
DO - 10.1007/978-3-319-67468-1_13
M3 - Conference contribution
SN - 9783319674674
VL - 765
T3 - Communications in Computer and Information Science
SP - 181
EP - 187
BT - BNAIC 2016: Artificial Intelligence
A2 - Bredeweg, Bert
A2 - Bosse, Tibor
ER -