Vorträge und Posterpräsentationen (mit Tagungsband-Eintrag):
B. Meindl, A. Kowarik, M. Templ:
"sdcApp - a shiny new GUI for sdcMicro";
Vortrag: NTTS 2017,
Brussels (eingeladen);
15.03.2017; in: "NTTS 2017 Proceedings",
(2017),
S. 1
- 3.
Kurzfassung englisch:
Anonymization of micro data is often a non-trivial task. The R [1] package sdcMicro [2]
allows to create safe micro data sets that meet confidential requirements. However, the
usage might be difficult for non-experts in R. Thus, a graphical user interface (GUI) for
sdcMicro targeted for users with low or no expertise in R has been made available on
CRAN in form of the package sdcMicroGUI [3] since 2010.
sdcMicroGUI allowed to apply to create problem instances that could be used within
sdcMicro. However, there were some issues with sdcMicroGUI that could not be easily
fixed. Instead, the idea was born to create a new interface from scratch using modern
technologies. Thanks to funds from the World Bank Group (http://www.worldbank.org)
and the Departement for International Development DfID
(https://www.gov.uk/government/organisations/department-for-international-
development), this new interface is directly included in sdcMicro since version 5.0.0 of
the package. This makes it also easier for (inexperienced) users to start working on data
anonymization because no additional packages other than sdcMicro and its dependencies
need to be installed to make the GUI work.
The new point-and-click graphical user interface is highly interactive, can import and
export data, considers reproducibility of any result, includes "undo" functionality, can
deal with hierarchical data structures, sampling weights and missing values, supports
instant help, present summaries and plots at any stage of the anonymisation, runs in any
popular internet browser, and can work also with large data sets since it calls
computationally optimized methods for statistical disclosure control.
Schlagworte:
Statistical Dislosure Control, R, Interactive Graphical User Interface
Elektronische Version der Publikation:
http://publik.tuwien.ac.at/files/publik_258455.docx
Erstellt aus der Publikationsdatenbank der Technischen Universität Wien.