This paper discusses Multi-Feature Hierarchical Sequential Pattern Mining, MFH-SPAM, a novel algorithm that efficiently extracts patterns from students' learning activity sequences. This algorithm extends an existing sequential pattern mining algorithm by dynamically selecting the level of specificity for hierarchically-defined features…

A sequential-touching task was used to investigate whether 14-month-old infants can rapidly change how they categorize a set of objects, recognizing new groupings of objects they had previously categorized in a different way. When presented with a collection of objects that could be categorized by shape (balls vs. blocks) or material (soft vs.…

Discusses how to help students apply thinking skills to library research and provides examples of techniques for teaching comparing and contrasting, sequencing, classifying, cause and effect, problem solving, and decision making. Examples were effective with middle schoolers but could also be adapted for high school or older elementary school…

Many of the most talented authors and artists of the past and present have shared their thoughts and their gifts with young children through picture books. Many picture books allow young children to explore important ideas and to stretch their minds far beyond rote memorization. Young children absorb knowledge at a very rapid pace. In an age of…

An experiment was designed and conducted for the Community College Department of Sociology. The objective was to determine the significant difference between the objective knowledge of sociology learned, and retained by groups taught by the systems approach method as compared to the lecture-discussion method. The systems analysis method is based…

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…