When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

There is growing interest in applying gamification to adaptive learning systems to motivate and engage students during the learning process. However, previous studies have reported unexpected results about student outcomes in these systems. One of the causes of these unfavorable effects is the lack of monitoring and adaptation of gamification…

Differentiated instruction has been shown to meet the needs of diverse learners, and can meaningfully improve individual student learning, however many teachers find it challenging to implement. This paper reports on a targeted professional development programme which was undertaken as a collaborative action research project. Results show many…

Studies in the current research paradigm follow a pattern of pre-exhibit activities, in-exhibit monitoring and post-exhibit test to evaluate learning and program effectiveness in museums. These efforts helped identify some important factors correlative to learning, but little is known about how exhibits are designed in a way that space, materials…

Teachers need to make choices about how they distribute their time and support, and a school's vision may support teachers in making these choices. This study aimed to gain insight into how individual teachers--each with their own beliefs about fair classroom differentiation--handle differentiation dilemmas in the context of their school's vision.…

This paper presents an analysis of learning analytics practices which aimed to achieve personalised learning. It addresses the need for a systematic analysis of the increasing amount of practices of learning analytics which are targeted at personalised learning. The paper summarises and highlights the characteristics and trends in relevant…

When the traditional "one size fits all" approach is used in designing educational games, the game context is usually arranged in a fixed sequence. However, the designated content may not effectively support the diversity of players. The player's ability and characteristics should be considered and supported with an appropriate learning…

Teachers and schools face multiple demands regarding how they should respond to student diversity. Thus, it is crucial to study these different demands in order to understand how they shape inclusive education in practice. Following this line of reasoning, this article presents an analysis of Swedish educational policy documents, which shows that…

Educational recommender systems offer benefits for workplace learning by tailoring the selection of learning activities to the individual's learning goals. However, existing systems focus on the learner as the primary stakeholder of learning processes and do not consider the organization's perspective. We conducted a systematic review to develop a…

Individualizing instruction is a time-consuming aspect of classroom practice. Testing multiple interventions, and monitoring each to see which is most effective for a student can be prohibitively time consuming. However, Brief Experimental Analysis (BEA) is an assessment procedure that can be used to quickly identify an intervention that is likely…

Sustainable mobility is an urgent topic to discuss in the primary school classroom, given the challenges in the mobility sector regarding sustainability issues and children's embeddedness in these circumstances. Therefore, it seems fruitful to address the topic within the approaches of Education for Sustainable Mobility (ESM) or Education for…

This paper reports a comprehensive review of literature on personalised learning in STEM and STEAM (or STE(A)M) education, which involves the disciplinary integration of Science, Technology, Engineering, and Mathematics, as well as Arts. The review covered the contexts of STE(A)M education where personalised learning was adopted, the objectives of…

This study explores teachers' perceptions, strategies, and experiences integrating adaptive learning (AL) in gifted education. The results revealed that teachers regard AL as a valuable technology-driven approach to enhance quality teaching and student outcomes for all students, not just gifted learners. Teachers employ multiple strategies to…

Although basing instruction on a learning trajectory (LT) is often recommended, there is little evidence regarding the premise of a LT approach--that to be maximally meaningful, engaging, and effective, instruction is best presented one LT level beyond a child's present level of thinking. This hypothesis was evaluated for an empirically-validated…

Although basing instruction on a learning trajectory (LT) is often recommended, there is little evidence regarding a premise of a LT approach--that to be maximally meaningful, engaging, and effective, instruction is best presented 1 LT level beyond a child's present level of thinking. We evaluated this hypothesis using an empirically validated LT…