Team Measurement: Unobtrusive Strategies for Intelligent Tutoring Systems
Building Intelligent Tutoring Systems for Teams
ISBN: 978-1-78754-474-1, eISBN: 978-1-78754-473-4
Publication date: 20 September 2018
Unobtrusive measurement methodologies are critical to implementing intelligent tutoring systems (ITS) for teams. Such methodologies allow for continuous measurement of team states and processes while avoiding disruption of mission or training performance, and do not rely on post hoc feedback (including for the aggregation of data into measures or to develop insights from these real-time metrics). This chapter summarizes advances in unobtrusive measurement developed within Army research programs to illustrate the variety and potential that unobtrusive measurement approaches can provide for building ITS for teams. Challenges regarding the real-time aggregation of data and applications to current and future ITS for teams are also discussed.
DeCostanza, A.H., Gamble, K.R., Estrada, A.X. and Orvis, K.L. (2018), "Team Measurement: Unobtrusive Strategies for Intelligent Tutoring Systems", Building Intelligent Tutoring Systems for Teams (Research on Managing Groups and Teams, Vol. 19), Emerald Publishing Limited, Bingley, pp. 101-130. https://doi.org/10.1108/S1534-085620180000019009
Emerald Publishing Limited
Copyright © Army Research Laboratory, 2018