TY - GEN
T1 - Text analysis approach to systems engineers' effectiveness in an organization
AU - Soneji, Shikha
AU - Zavala, Araceli
AU - Tao, Hoong Yan See
AU - Burke, Pamela
AU - Kothari, Suchita
AU - Luna, Sergio
AU - Hutchison, Nicole
AU - Ramirez-Marquez, Jose
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/4
Y1 - 2019/4
N2 - The Helix project of the Systems Engineering Research Center (SERC) is looking for solutions to help organizations increase the effectiveness of their systems engineering workforce by gathering data through interviews, site visits, and surveys with systems engineers and their peers in management and leadership. The responses provided by the participants are documented and analyzed. Representing data using data visualization techniques for text analysis would provide organizations with a visual access to huge amounts of data in a format that can be interpreted easily. This study aggregates the data collected through interviews, analyzes it using text analysis techniques and models different form factors to give a visual output to organizations to exercise the changes observed.
AB - The Helix project of the Systems Engineering Research Center (SERC) is looking for solutions to help organizations increase the effectiveness of their systems engineering workforce by gathering data through interviews, site visits, and surveys with systems engineers and their peers in management and leadership. The responses provided by the participants are documented and analyzed. Representing data using data visualization techniques for text analysis would provide organizations with a visual access to huge amounts of data in a format that can be interpreted easily. This study aggregates the data collected through interviews, analyzes it using text analysis techniques and models different form factors to give a visual output to organizations to exercise the changes observed.
KW - Organizational culture
KW - Organizational goals
KW - Organizational vision
KW - Systems engineering
KW - Systems engineers
KW - Text analysis
KW - Text mining
KW - Topic analysis
UR - http://www.scopus.com/inward/record.url?scp=85073155551&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85073155551&partnerID=8YFLogxK
U2 - 10.1109/SYSCON.2019.8836829
DO - 10.1109/SYSCON.2019.8836829
M3 - Conference contribution
AN - SCOPUS:85073155551
T3 - SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings
BT - SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings
T2 - 13th Annual IEEE International Systems Conference, SysCon 2019
Y2 - 8 April 2019 through 11 April 2019
ER -