Causal indicators for assessing the truthfulness of child speech in forensic interviews

Local dynamic mode of Cognitive Behavioral Therapy

“…The methods, outlined in more detail in §2.3, have been used to extract behavioral dynamics to study Child Forensic Interviews [Ardulov et al, 2018, Durante et al, 2022 and infant-mother interaction modeling [Klein et al, 2021] demonstrating that interpersonal interactions could be holistically evaluated under with these considerations.…”

“…Furthermore, it might be possible to improve overall prediction results by learning in a multi-task setting, as the sub-scores together may contain overlapping information that would improve individual sub-score predictions. Durante et al [2022] demonstrated that measuring the error produced by the autonomous model and controlled model can be used to interpret the coordination between the individuals interacting which was found to be a useful towards predicting global measures about the interaction. In the future, it would possible to conduct a similar evaluation for this data and interpret those results in a similar way to the work done by Martinez et al [2019] which looked at the alignment of narrative structures between clients and therapist to estimate alliance between the dyad, which is a related measure to a few of the scores of interest in CTRS.…”