Generative artificial intelligence has become the focus of the intelligent education field, especially in the generation of personalized learning resources. Current learning resource generation methods recommend customized courses based on learning styles and interests, improving learning efficiency. However, these methods cannot generate…

This study investigates methods and effectiveness of implementing Differentiated Instruction (DI) in intelligent education based on learners' learning needs. The paper employs a mixed-method approach to collect and analyze data from various learner groups. Guided by the assessment results of the KANO model, the research prioritizes attributes for…

The field of learning analytics (LA) has seen a gradual shift from purely data-driven approaches to more holistic views of improving student learning outcomes through data-informed learning design (LD). Despite the growing potential of LA in higher education (HE), the benefits are not yet convincing to the practitioner, in particular aspects of…

The squeeze for time to plan lessons and complete other administrative tasks shapes a school's professional environment and, ultimately, affects the quality of instruction. As teachers are largely separate from other educators during instruction, lack of time for collaboration can be very isolating. More than half of lower secondary school…

Purpose: The purpose of the study was to test the usability of the MyLA app prototype by its potential users. Furthermore, the Web app will be introduced in the framework of "Mobile Learning Analytics", a cooperation project between the Cooperative State University Mannheim and University of Mannheim. The participating universities focus…

Purpose: The purpose of this paper is to describe SPARK, an innovative elementary school that highlights the possibilities for elementary education as COVID-19 continues to unfold. Design/methodology/approach: The authors' analysis is based on a research synthesis of the main features of the SPARK model, as it was operating when schools in Arizona…

This study aims to test the usability of MyLA (My Learning Analytics), an application for students at two German universities: The Cooperative State University Mannheim and University of Mannheim. The participating universities focus on the support of personalized and self-regulated learning. MyLA collects data such as learning behavior and…

This study empirically evaluated the effectiveness of the instructional design, learning tools, and role of the teacher in three versions of a semester-long, high-school remedial Algebra I course to determine what impact self-regulated learning skills and learning pattern training have on students' self-regulation, math achievement, and…

A model incorporating an individual case study approach, a part-time learning center, and independent study was successful in introducing independent study techniques to three of six highly gifted 6- and 7-year-olds. Model implementation should focus on students' skills in decision-making, locating information, and recording/communicating…

The case for the student's taking full responsibility for his own learning is discussed. The analysis briefly refers to the literature and research efforts, but also proposes a more comprehensive study model, behavioral indexes and implications for professional action in higher education. (LBH)

This article reviews the history of self-directed learning for the gifted and describes the Autonomous Learner Model (Betts, 1985) which includes a strong affective component, career development, and guidelines for a process-based scope and sequence. Guidelines are provided for developing independent study programs for gifted learners. (Author/CB)

This paper describes and demonstrates an analysis process which uses hierarchy construction procedures. These procedures are used to analyze the individualized science program. In the hierarchy construction process, the instructional materials are the input data. Separate concept, content, and skill analyses are performed across all levels of the…

Reviews research results and arguments supporting Keller's Personalized System of Instruction (PSI) as a paradigm for distance learning, describes a project at Athabasca University which compared various PSI configurations for distance learning, and discusses the advantages, disadvantages, and flexibility of PSI for such use. Nineteen references…

The implications of the movement to individualize the curriculum in higher education are examined. The background and basic premises of the movement are explored and the realities and problems of the program at Empire State College are examined. The nature of contract education is discussed. (Author/MLW)