The rapid growth of edge computing, 5G, and IoT technologies has led to a significant increase in distributed data, creating both opportunities and challenges for machine learning. Federated learning has emerged as a promising approach to enable collaborative model training across decentralized devices while not sharing user data. However,…

Inclusive learning opportunities lead to better outcomes for students with extensive support needs (ESN). In the absence of targeted intervention, however, students with ESN are unlikely to interact meaningfully with their peers or the general education curriculum. The literature describes evidence-based strategies in support of the meaningful…

This dissertation explores the utilization of a Knowledge Graph of "Micro-topics'' arranged into "Learning Pathways'' (KGMLP) through three learning activities: spaced retrieval, reading, and collaborative note-taking. The objective is to enhance four (out of six) levels of Bloom's digital taxonomy of cognitive processes: remembering,…

As technology continues to change human interactions, it has become increasingly important to create computer supported collaborative learning (CSCL) environments that enhance perspective taking to support constructive groupwork. To meet these aims, this study examined perspective taking before and after a social annotation activity that…

There has been a move towards integrating educational technology into K-12 mathematics classrooms. This emphasis has been partly driven by policy, increases in technology resources available, and a need to engage students in their mathematical learning. Most studies on technology integration in mathematics education are focused on teachers'…

The purpose of this phenomenological study was to explore faculty experiences with a professional development program designed to prepare them for improved online teaching and learning. The research question was: how do faculty perceive their experiences in a professional development program designed to prepare them for better online teaching and…

This study aims to explore the validity of measuring joint attention through gaze coordination in computer-supported collaborative learning (CSCL) research. Gaze coordination, aligning visual attention in social contexts, aids comprehension and communication. Many CSCL researchers use gaze coordination to gauge joint attention quantitatively.…

Computerized annotation has gained great popularity and is a main tool among the various explorations of computerized second language reading. The present dissertation study investigated whether and how annotation sharing and guidance on annotation strategies could promote second language reading comprehension. In this study, I proposed six…

This study examined a novel learning environment in one kindergarten classroom with 90% Spanish-speaking ELLs. The design combined the interactive whiteboard platform and a student-centered, constructionist pedagogy to structure cooperative tasks, academic language and semiotic formations through the engineering design process within a…

The current study examined how components of reflective practice interplay with children's music-making and sharing processes. This study employed a qualitative approach with 11 children who played classroom instruments and researcher-designed computer programs ("Build MyTune I" and "Build MyTune II") while attending music…

The purpose of this experimental study was to investigate the impact of the use of a virtual environment for learning Korean history on high school students' learning outcomes and attitudes toward virtual worlds (collaboration, engagement, general use of SL [Second Life], and immersion). In addition, this experiment examined the relationships…

Individuals and societies have traditionally sought answers to important questions in life through religion. In the 21st century, physical churches with clergy are no longer the sole source of spiritual answers or knowledge. Since the late 1960s, church attendance has been declining. Church leaders have begun to implement new methods such as using…

Collaborative learning is increasing in popularity in education. This collaborative pedagogy is based on a significant body of research that shows positive learning gains. Additionally, given the nature of much of the information-age work, it is thought that such collaborative activity in school helps develop knowledge, skills and attitudes that…

Various formats of online discussion have proven valuable for enhancing learning and collaboration in distance and blended learning contexts. However, despite their capacity to reveal essential processes in collaborative inquiry, current mainstream analytical frameworks, such as the cognitive presence framework (Garrison, Anderson, & Archer,…

This study explored the development of student's conceptual understandings of limit and derivative when utilizing specifically designed computational tools. Fourteen students from a secondary Advanced Placement Calculus AB course learned and explored the limit and derivative concepts from differential calculus using visualization tools in the…