Presentation Title:
Application of Data Science in Naval LVC Training Environment for Improved Performance

Keywords: AI;DATA;LVC;TRAINING

Program Description:

The objective of this Special Event Panel is to discuss the significant issues involving data that can benefit from the novel application of science and engineering, including automatic tagging, model development and validation, bandwidth restrictions, latency reduction, data interpretation, interoperability, and analysis. This panel will comprise participants possessing expertise in various facets within Live, Virtual, and Constructive (LVC) for training (LVCt), including warfighter training instruction, interoperability, human performance and debrief, trend analysis, and test and evaluation (T&E). The panel moderator will provide an overview of LVCt goals and vision driven by the Naval Integrated Framework and US Fleet Forces Command, and panelists will provide an overview of critical gaps upon which data science may be applied—and have significant impact upon—in their respective areas. Applications include a multidisciplinary approach including artificial intelligence (AI), machine learning, engineering, psychology, and data science.