This dissertation is about a particular style of research. The philosophy of this style is that in order to scientifically understand deep learning, it is fruitful to investigate what happens when neural networks are trained on simple, mathematically well-defined tasks. Even though the training data is simple, the training algorithm can end up…

Most learning in the workplace occurs while pursuing working rather than learning goals. The studies at hand aimed to identify task characteristics that foster learning in the workplace. Task characteristics are supposed to exert a major effect on the learning potential. However, the fact that learning is more often than not a rather unconscious…

This paper draws on the Vygotskian methodological construct of microgenesis to study collaborative activity in an intermediate Spanish as a foreign language classroom. In this study, the construct of "microgenesis" is drawn upon to refer to both, the methodological "tool" to investigate language learning instances as observed in short periods of…

In this report we present the methodology used in a study that investigated the tacit-explicit dynamic in learning processes. We have analyzed an episode related to a discussion about the difference between plane figures and spatial figures promoted by the teacher in her mathematics classroom (the students are aged 11 to 12). The data analysis was…

This article presents an explorative study, which is part of a comprehensive project to examine the impact of epistemological beliefs on metacognitive calibration during learning processes within a complex hypermedia information system. More specifically, this study investigates: 1) if learners differentiate between tasks of different complexity,…

The need for an empirically defensible means of sequencing instruction appears to have been the primary motivator for research into learning hierarchies. Also, valid learning hierarchies could act as congealing forces in individualizing instructional systems by providing psychological roadmaps for diagnosing students' preinstructional skills and…

In an increasing number of second language (L2) classrooms, teachers and researchers are taking on new roles and responsibilities. From these new perspectives, they are developing similar concerns about L2 learning processes, which they typically express in ways that reflect their different backgrounds and goals. To support learning, teaching, and…

A review is presented of the role of algorithms in learning and instruction. The paper first describes an algorithm as a procedure guaranteed to produce a correct result and lists its features as: 1) having a reasonably finite number of unambiguously defined operations; 2) having zero or more inputs from a specified domain; 3) having outputs with…

The purpose of this paper is to improve knowledge of the interaction between the learner, the teaching arrangement, and the content. For practical purposes the combination of the teaching arrangement and the content has been called the task, as these cannot successfully be treated separately in the teaching-learning process. Through analysis of…

A new framework for designing qualitative studies is described to optimize the emergence, representation and presentation of insights. The framework, called Reflection Methodology, is presented as a "Conversational Paradigm" that includes four components--interviewer (researcher as participant); child, task situation, and observing…