In educational applications, "Knowledge Tracing" (KT) has been widely studied for decades as it is considered a fundamental task towards adaptive online learning. Among proposed KT methods, Deep Knowledge Tracing (DKT) and its variants are by far the most effective ones due to the high flexibility of the neural network. However, DKT…

The lack of sufficiently developed methodological basis before graduation adversely affects the mathematical competency of future experts that are required by the modern economy. The study aims to investigate the features of the development of a personalized model of teaching mathematics by means of interactive novels to improve the quality of…

The charter school movement is premised on the idea that, if independent operators create differentiated and innovative schooling options, families will benefit from making meaningful choices among those options that reflect their preferences. Charters are freed from many of the constraints traditional public schools face, allowing them to…

Teacher quality, along with the school context, classroom practice, and student mathematics achievement, are the key components in Clarke and Hollingsworth's (2002) model that depicts teachers' professional growth as an ongoing, dynamic, and interactive enterprise. Comfort and preparedness are dispositions that, along with teacher knowledge, are…

Personalized learning has become an important and powerful paradigm catering for various needs, styles, preferences, and modes of learning. Several methods including task recommendations and path planning have recently emerged to effectively implement personalized learning using e-learning systems. The literature shows that the use of task…

Students attending a University-Model® school participate in a hybrid approach to education which combines homeschooling with private education. This allows parents a primary role in their child(ren)'s education with the guidance of licensed teachers. The question of how students' academic needs are addressed in this model remains unexplored. This…

There are two primary challenges for instructors in offering a high-quality course at large scale. The first is scaling educational experiences to such a large audience. The second major challenge encountered is that of enabling adaptivity of the educational experience. This thesis addresses both major challenges in the way of high-quality…

There is a discrepancy currently in public schools when comparing the identification and instruction of underachieving students with gifted and talented (GT) students. A three-tiered identification and instructional model was developed out of the Individuals With Disabilities Education Improvement Act (2004) with emphasis coming from the No Child…

This dissertation describes a research study designed to explore whether customization of online instruction results in improved learning in a college business statistics course. The study involved utilizing computer spreadsheet technology to develop an intelligent tutoring system (ITS) designed to: a) collect and monitor individual real-time…

This qualitative study analyzed two alternative-to-expulsion programs for high school students. Both programs, the "Learning with Peers Program" and the "Individualized Online Program", offered students an opportunity to earn credits rather than be expelled, but their philosophies presented an educational dichotomy: Should…

As countries become increasingly interdependent, student populations in the United States are becoming more culturally diverse. These students' transnational perspectives present significant challenges to teachers, but a disconnect exists between the skills teachers need and those provided to them by colleges of education. As teacher preparation…

School systems worldwide respond in particular ways to students' academic heterogeneity, and different countries have developed different strategies to manage such heterogeneity. Whereas some countries separate children according to distinctive educational routes (or tracks) at early ages, others rely on intensive use of grade retention, while…

The WWW is now in widespread use for delivering on-line learning content in many large-scale education settings. Given such widespread usage, it is feasible to accumulate data concerning the most useful learning experiences of past students and share them with future students. Browsing events that depict how past students utilized the learning…

Two educational models are described: Alternative S, the structured situation stands for security and sureness gained through the equating of system and structure and through organization which preserves the status quo. Alternative O, openness, stands for ongoingness, and opportune moments for growth. Values and latent dangers of these two diverse…

The objective of the Stanford evaluation team was to identify philosophical and conceptual, as well as technical, considerations which might guide the evaluation of the proposals made by the nine USOE-funded elementary teacher training models. The nine models were studied intensively by sub-teams, discussed and criticized by the entire team over a…