TY - GEN
T1 - Integrating System Dynamics with Data Science via Graphical User Interface
AU - Toba, Lionel
AU - Nguyen, Ruby
N1 - Funding Information:
This manuscript has been authored by UT-Battelle, LLC under Contract No. DE-AC07-05ID14517 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a nonexclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of this manuscript, or allow others to odos, r Ufniteod tSteas oGvernment purposes.
Publisher Copyright:
© 2022 IEEE.
PY - 2022/5/16
Y1 - 2022/5/16
N2 - This paper builds on the PySD project, which seeks to bring together System Dynamics and Data Science by migrating models into a programming environment in Python. The authors develop an interactive tool, built on top of the PySD module as a step toward accessibility, which helps further the ability of (1) simulation to be intuitive for non-experts and (2) Data Science to facilitate model structure understanding. This tool is meant to serve as a conduit through which Data Science can be leveraged in Systems Dynamics modeling efforts.
AB - This paper builds on the PySD project, which seeks to bring together System Dynamics and Data Science by migrating models into a programming environment in Python. The authors develop an interactive tool, built on top of the PySD module as a step toward accessibility, which helps further the ability of (1) simulation to be intuitive for non-experts and (2) Data Science to facilitate model structure understanding. This tool is meant to serve as a conduit through which Data Science can be leveraged in Systems Dynamics modeling efforts.
KW - Data science
KW - Graphical user interface
KW - Systems Dynamics
UR - https://www.scopus.com/pages/publications/85130818611
UR - https://www.mendeley.com/catalogue/4dba8bf4-6947-302c-b320-5b89d49ecda2/
U2 - 10.1109/SysCon53536.2022.9773854
DO - 10.1109/SysCon53536.2022.9773854
M3 - Conference contribution
AN - SCOPUS:85130818611
T3 - SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings
SP - 1
EP - 8
BT - SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th Annual IEEE International Systems Conference, SysCon 2022
Y2 - 25 April 2022 through 23 May 2022
ER -