We present a neural network model of referent identification in a visual world task. Inputs are visual representations of item pairs unfolding with sequences of phonemes identifying the target item. The model is trained to output the semantic representation of the target and to suppress the distractor. The training set uses a 200-word lexicon…

The Peterson Proactive Developmental Attention model (PPDA) offers a framework for understanding and addressing social and emotional concerns of high-ability students. This manuscript focuses on the developmental component, with emphasis on academic underachievement, with explanations and guidance for applying the developmental aspect of the PPDA…

Planning course study is critical to facilitate strategic intervention in education. As a significant basis of planning course study, student performance prediction aims to utilize students existing relevant information to predict their future learning performance including course grades, course failure, grade point average, etc. We target course…

Knowledge tracing is the task of modeling each student's mastery of knowledge concepts (KCs) as (s)he engages with a sequence of learning activities. Each student's knowledge is modeled by estimating the performance of the student on the learning activities. It is an important research area for providing a personalized learning platform to…

One in five children experiences a diagnosable mental disorder. However, adolescents have been overlooked in programming and policy responses to mental health issues. Mental health issues contribute to poor academic performance, lower rates of high school graduation, disrupted development, increased health risk, role transition from adolescent to…

Although many districts and teachers have struggled to provide online learning, those who serve young children were perhaps least prepared. And although nearly all states have developed guidance and resources to support students and families since the pandemic started, they often lack an effective remote learning model for preK-3 that is rooted in…

To learn to read, the brain must repurpose neural systems for oral language and visual processing to mediate written language. We begin with a description of computational models for how alphabetic written language is processed. Next, we explain the roles of a dorsal sublexical system in the brain that relates print and speech, a ventral lexical…

Achievement emotions are critical because of their impact on success and failure in important domains such as learning. These emotions may be modified via emotion regulation (ER). The dominant process model of ER (PMER) proposed by J. Gross, however, provides a domain-general account of ER strategies and has not had substantial contact with…

Cognitive models of multimedia learning such as the Cognitive Theory of Multimedia Learning (Mayer 2009) or the Cognitive Load Theory (Sweller 1999) are based on different cognitive models of working memory (e.g., Baddeley 1986) and long-term memory. The current paper describes a working memory model that has recently gained popularity in basic…

Let's face it. Traditional lectures do not consistently capture our students' attention, especially when they are PowerPoint-driven and lack student/instructor interaction. Most of us have had the unfortunate feeling that our students were not fully engaged in our lectures, despite hours of preparation on our part. This sense of "wasted"…

Most teachers have experienced the "blank stare" when after teaching a lesson implementing all their best strategies using their best language-learning English and at the moment of releasing responsibility--that is, moving from the teacher's responsibility to prepare students for the task to their responsibility to carry it out--the…

This article presents a model for understanding the development of visual perception from a dynamic systems theory perspective. It contrasts to a hierarchical or reductionist model that is often found in the occupational therapy literature. In this proposed model vision and ocular motor abilities are not foundational to perception, they are seen…

The AIDA Model (Attention-Interest-Desire-Action) is one of the classical promotional theories in marketing. Through active-learning techniques and peer critiques, we use infomercials as an innovative educational tool to instruct the four components of the AIDA model. Student evaluations regarding this active-learning assignment reveal that the…

John M. Keller is one of the most recognized and respected scholars in the field of educational technology and instructional design. He has worked at the junction of psychology, education, and technology. Along with many other contributions, he has developed an instructional design theory that can be used successfully both with traditional and…

Pattern perception and organization are critical functions of the visual cognition system. Many organizational processes are available early in life, such that infants as young 3 months of age are able to readily utilize a variety of cues to organize visual patterns. However, other processes are not readily evident in young infants, and their…