Knowledge tracing is a popular and successful approach to modeling student learning. In this paper we investigate whether the addition of neuroimaging observations to a knowledge tracing model enables accurate prediction of memory performance in held-out data. We propose a Hidden Markov Model of memory acquisition related to Bayesian Knowledge…

In this study I examine the construct of aptitude in learning Chinese as a second language (L2) to an advanced level. I test 2 hypotheses: first, that L2 aptitude comprises 4 components--working memory, rote memory, grammatical sensitivity, and phonemic coding ability--and second, that L2 aptitude affects learning both directly and indirectly…

Describes a study that provides further evidence for differentiating between memory for meaningful and for nonmeaningful material in the context of language proficiency, suggesting that foreign language teachers with a good memory have no guarantee of proficiency in language learning. (CB)

Using a new method, 48 children in an elementary school in Rome, Italy, were taught a foreign language (26 English, 22 German) and tested after three years. The authors attempt to explain the variation in test results in terms of the students' attention, memory, and phonetic discrimination. (CFM)

The monograph consists of 13 author contributed chapters arising out of a Nebraska study which attempted to quantify the performance of 150 profoundly hearing impaired students (4-20 years old) in the areas of language (receptive and expressive), academics (reading, spelling, math), and related learning (visual perception and short-term memory)…