The need for research-based tools for personnel selection and assessment in the forensic sciences

Autor: Randall D. Spain, Jerry W. Hedge, Dawn Ohse, Alice White

Publikováno v: Forensic Science International: Synergy, Vol 4, Iss , Pp 100213- (2022)

The popularity of forensic science television programs has created a hiring challenge for forensic science laboratories. Laboratories receive unprecedented numbers of applicants, yet struggle to identify highly-qualified candidates. Forensic examiner

Externí odkaz: https://doaj.org/article/39e8b30b034844bfa744691bd2386bec

A reinforcement learning approach to adaptive remediation in online training

Autor: Randall D. Spain, Robert Pokorny, James C. Lester, Benjamin Goldberg, Andy Smith, Bradford W. Mott, Jonathan P. Rowe

Publikováno v: The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology. 19:173-193

Advances in artificial intelligence (AI) and machine learning can be leveraged to tailor training based on the goals, learning needs, and preferences of learners. A key component of adaptive training systems is tutorial planning, which controls how s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::36cdf8efe1f27953b9efff7f64eddbf1
https://doi.org/10.1177/15485129211028317

Robust Adaptive Scaffolding with Inverse Reinforcement Learning-Based Reward Design

Autor: Fahmid Morshed Fahid, Jonathan P. Rowe, Randall D. Spain, Benjamin S. Goldberg, Robert Pokorny, James Lester

Publikováno v: Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium ISBN: 9783031116469

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5a38b47a6597ad897b7f3ddb9f4205e0
https://doi.org/10.1007/978-3-031-11647-6_35

Applications of Virtual Environments in Human Factors Research and Practice

Autor: Courtney Linder, Randall D. Spain, Joshua Biro, Jennifer Phillips, Phillip Young, Ross Tredinnick, Jeremy Flynn, Laura Stanley, Kevin Ponto, Allison Hancock, Joseph R. Keebler, Benjamin Goldberg, Logan M. Gisick, Natalie Steinhauser, James Niehaus, David Krum, Matthew Pierce, Peter Khooshabeh

Publikováno v: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 63:2308-2312

Virtual reality, augmented reality, and other forms of virtual environments have the potential to dramatically change how individuals work, learn, and interact with each other. A key objective of human factors research and practice is to determine ho

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::85e6d2a9c3d955014544235b31e8f7ff
https://doi.org/10.1177/1071181319631393

Multidimensional Team Communication Modeling for Adaptive Team Training: A Hybrid Deep Learning and Graphical Modeling Framework

Autor: Randall D. Spain, Keith Brawner, Jason D. Saville, Wookhee Min, Bradford W. Mott, James C. Lester, Joan H. Johnston

Publikováno v: Lecture Notes in Computer Science ISBN: 9783030782917
AIED (1)

Team communication modeling offers great potential for adaptive learning environments for team training. However, the complex dynamics of team communication pose significant challenges for team communication modeling. To address these challenges, we

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b298bd7c5d15d6bf827f2098729971df
https://doi.org/10.1007/978-3-030-78292-4_24