How do teachers learn about what learners already know? How do learners aid teachers by providing them with information about their background knowledge and what they find confusing? We formalize this collaborative reasoning process using a hierarchical Bayesian model of pedagogy. We then evaluate this model in two online behavioral experiments (N…

Research with school-age readers suggests that the contributions of reading and language skills vary across reading comprehension assessments and proficiency levels. With a sample of 168 struggling adult readers, we estimated the explanatory effects of decoding, oral vocabulary, listening comprehension, fluency, background knowledge, and…

Research with school-age readers suggests that the contributions of reading and language skills vary across reading comprehension assessments and proficiency levels. With a sample of 168 struggling adult readers, we estimated the explanatory effects of decoding, oral vocabulary, listening comprehension, fluency, background knowledge, and…

It is unclear how children learn labels for multiple overlapping categories such as "Labrador," "dog," and "animal." Xu and Tenenbaum (2007a) suggested that learners infer correct meanings with the help of Bayesian inference. They instantiated these claims in a Bayesian model, which they tested with preschoolers and…

This paper presents an exploratory-interpretive study of two multilingual adults acquiring Norwegian through extensive reading. The study examined social and cognitive aspects of language acquisition, and individual factors, such as the language learning behaviors, experiences, attitudes, and beliefs of the participants. The data were collected…

Tagging systems represent the conceptual knowledge of a community. We experimentally tested whether people harness this collective knowledge when navigating through the Web. As a within-factor we manipulated people's prior knowledge (no knowledge vs. prior knowledge that was congruent/incongruent to the collective knowledge inherent in the tags).…

Both adults and young children possess powerful statistical computation capabilities--they can infer the referent of a word from highly ambiguous contexts involving many words and many referents by aggregating cross-situational statistical information across contexts. This ability has been explained by models of hypothesis testing and by models of…

Language proficiency is a crucial factor for immigrants to integrate successfully in the new society in all aspects of life, especially in the labor market. As a result, there is great importance in acquiring the new language as quickly and effectively as possible. Several factors affect second language acquisition, including motivation, age,…

The author presents a diagrammatic model of experiential learning and how it can be facilitated. His declared intention is to present an account of ongoing experiences and of the development of his own thinking, as a stimulus for the further development of readers who facilitate experimental learning. (Author/CH)

A model of how the human cognitive system operates in its natural social context is presented. The model focuses on both input and output variables that have been ignored in the development of most other cognitive theories. Unique predictions of the model and empirical evidence bearing on them are discussed. (Author/LMO)

This report and the companion backgrounder "Supporting Persons with Disabilities in Post-Secondary Education" represents the work of the "Foundational Learning and Diversity" sub-committee. Within the larger context and framework of "A Learning Alberta," the sub-committee focused on identifying priorities for…

The skills of the workforce are an important contributor to the economic vitality of any region, leading economic developers to consider how to connect their efforts to workforce development and help to build the skills of adults generally. This report, produced for the U.S. Department of Labor's Workforce Innovation in Regional Economic…

A model for assessing and awarding credit for prior experiential learning is presented; the adult student's experiences are summarized in a portfolio. The model incorporates eight stages: facilitating the construction and assessment of a portfolio, identifying significant prior experiences, expressing the learning outcomes of prior experiences,…