Recent advances in sensor technology, including eye-gaze tracking, have introduced the opportunity to incorporate gaze into student modelling within an embodied learning context. The produced multimodal data is used to uncover cognitive, behavioural, and affective processes during the embodied learning activity. However, the use of eye-tracking…

The purpose of the study was to examine the effects of instruction given with different multimedia modalities (written text + animation or narration + animation) on the academic achievement, cognitive load, and positive affect in different paces (learner-paced or system-paced); 97 freshmen university students divided into four groups taught in…

Poor multimedia comprehenders suffer from a decreased ability in comprehending complex textual and pictorial materials (Maki & Maki, 2002). This deficit will lead to an overloaded working memory and consequently decreased performance (Carretti, Borella, Cornoldi, & De Beni, 2009). The purpose of this research study was to examine the effects of…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…

Describes a study designed to compare student success in a concept mapping exercise with the cognitive preference of the student, and to determine whether students achieve better using individualistic or cooperative learning modes in the concept mapping exercise. Discusses the background, methodology and results. (CW)

Describes features of Harry Reinert's "ELSIE"; Joseph Hill's "Cognitive Style Interest Inventory"; Anthony Papalia's "Learning Modalities and Individual Difference Inventories"; David Hunt's "Paragraph Completion Method"; and the Dunn, Dunn, and Price "Learning Style Inventory." Although dissimilar in scope and emphases, these instruments…

Utilizes the Myers-Briggs Type Indicator (MBTI) to delineate four basic personality types and their corresponding learning styles. Compares student's learning style with professor's teaching style. Suggests options for improving instruction by offering teaching and grading strategies that better accommodate student personality types and learning…

This monograph is part of the League for Innovation's learning initiative aimed at assisting community colleges in developing practices, programs, and policies that place learning at the heart of the educational enterprise. It highlights key innovations in the community colleges, distilling key elements from research on learning outcomes, the…

To determine whether student achievement could be improved by matching cognitive style to instructional mode, a study was undertaken with 184 high school sophomores and juniors. Students were tested for reading and listening ability and preference and assigned to instruction based on reading and audio presentations. Ability was also tested.…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…