In this paper, we investigate the correspondence between student affect and behavioural engagement in a web-based tutoring platform throughout the school year and learning outcomes at the end of the year on a high-stakes mathematics exam in a manner that is both longitudinal and fine-grained. Affect and behaviour detectors are used to estimate…

Intelligent tutors have become increasingly accurate at detecting whether a student knows a skill, or knowledge component (KC), at a given time. However, current student models do not tell us exactly at which point a KC is learned. In this paper, we present a machine-learned model that assesses the probability that a student learned a KC at a…

STATISTICAL DECISION-MAKING THEORY PROVIDES A FRAME OF REFERENCE WITHIN WHICH THE COUNSELOR AND CLIENT CAN CONSIDER A WIDE RANGE OF PROBLEMS OF DECISION MAKING. IN THE FACE OF UNCERTAINTY, A SET OF ACTIONS IS AVAILABLE. PREFERENCE AMONG THESE ACTIONS DEPENDS ON THE TRUE STATE OF NATURE WHICH IS GENERALLY UNKOWN. TO GAIN THIS INFORMATION, AN…

The National Assessment of Educational Progress (NAEP) is the only nationally representative and continuing assessment of what students in the United States know and can do in various academic subjects. The 1996 NAEP in mathematics assessed the current level of mathematical achievement as a mechanism for informing education reform. In 1996, 44…

In 1990, the National Assessment of Educational Progress (NAEP) included a Trial State Assessment which, for the first time in the NAEP's history, made voluntary state-by-state assessments. This 1992 mathematics report marks the first attempt of the National Center for Education Statistics (NCES) to shift to standards-based reporting of National…