This study presents the Academic Investment Model (AIM) as a novel approach to predicting student academic performance by incorporating learning styles as a predictive feature. Utilizing data from 138 Marketing students across China, the research employs a combination of machine learning clustering methods and manual feature engineering through a…

One of the most challenging tasks in the field of Educational Data Mining (EDM) is to cluster students directly based on system-student sequential moment-to-moment interactive trajectories. The objective of this study is to build a general temporal clustering framework that captures the distinct characteristics of students' sequential behaviors…

Given the wide range of ability (academic, linguistic and cultural) in classrooms differentiated instruction is often difficult to manage. District and building level leadership can play an important role by providing the vision and support needed to implement Whole School Cluster Grouping (WSCG), the innovative scheduling approach described in…

Gamification of education is a recent trend, and early experiments showed promising results. Students seem not only to perform better, but also to participate more and to feel more engaged with gamified learning. However, little is known regarding how different students are affected by gamification and how their learning experience may vary. In…

This dissertation was designed and conducted to examine perception of classroom grouping practices in elementary schools. It includes a comprehensive review of literature related to grade-level and within-class grouping practices over the past thirty years in American schools. A focus was gleaned from the literature that led to the design of a…

The idea of integrating programs for the gifted into the total fabric of the school program is so central to the work of the field in the last 20 years or so that it is hard to believe that the myth of separatism is still alive and well. There is little question but that gifted programs must show a connection to the work that all of public…

The purpose of the study was to examine categories of disabilities and disputes common to special education hearings in the State of Texas between 2006 and 2008, and to determine which party typically prevailed in these hearings. Special education disability was based on the 13 categories identified by the State of Texas. Chi square compared…

The aim of the computerized grouping procedure was to facilitate the management of individualized programs of instruction by grouping students in accordance with a large number of teacher- and school-specified factors more efficiently than would be possible manually. (Author/IRT)

The designer of New York's Open Door Project, Lillian Weber, answers some of the fundamental questions that educators are asking about the open education movement in elementary education. (JF)

The specific focus of this document is on the evolutionary development of the Neighborhood Educational Center Project supported under Title III, 1965 Elementary Secondary Act, which was marked by continual evaluation and appropriate modification. Application of the concepts of individualized instruction was one of the basic means by which the…

Harriet Bishop (HB) Elementary School opened in 1996 with an articulated educational model developed collaboratively by the teachers, parents, and the administration. The model includes a mission, set of beliefs, and rationale for the instructional design. While nearly every school district or school has a formal mission, the statements…

The purpose of this report is to provide local school administrators with information about occupational clusters as well as suggested strategies for implementing a career cluster concept approach at the local level. The techniques and procedures presented in this paper need to be modified and adapted by an administrator to conform with local…

Describes a competency based curriculum approach for ornamental horticulture. A horticulture cluster core consisting of 18 tasks was developed with competency sheets for each task. The competency sheet contains six columns: skills to be attained, task list, materials required, student activities, evaluation methods, and a recommended time period.…

Gifted students represent an under-served population in the education system, especially at the middle school level. These students require special attention in regard to their social and emotional needs. The first section of this paper explores the literature pertaining to the education of gifted middle school students and the definition and role…