Digital education has recently become a mainstream education model. Despite digital education's increasing popularity, there remain issues when it comes to teacher-student interactions in digital space, which have made it impossible for this model to achieve the same teaching quality as traditional in-person education. Compared with other academic…

Teachers play an active, creative and innovative role in online learning so that student learning outcomes get maximum results. One of the efforts made is to develop animation learning media based on local wisdom in online learning. Animation media chose because students tend to be more interested in exciting things around them. To achieve this,…

Higher education (HE) in the changing context requires leadership training and development as a vital element for university governance and innovation. While there are several theoretical frameworks on leadership development, most of them are outcome evaluation-oriented. Consequently, there is a lack of a leadership development model which…

This article presents the results of an experiment in personalizing course content and learning activity model tailored for online courses based on students' learning styles. The main research objectives are to design and pilot a model to determine students' learning styles to create personalized online courses. The study also addressed an…

Learning analytics intervention (LAI) studies aim to identify at-risk students early during an academic term using predictive models and facilitate educators to provide effective interventions to improve educational outcomes. A major impediment to the uptake of LAI is the lack of access to LAI infrastructure by educators to pilot LAI, which…

As a high-impact educational practice, service-learning has demonstrated success in positively influencing students' overall development, and much work has been done on investigating student learning outcomes from service-learning. A particular direction is to model students' learning outcomes in the context of their learning experience, i.e., the…

Educational Design and Evaluation Models are important factors in e-learning as they provide guidance information for proper strategy organization pursuing both specific learning outcomes and ensuring the main elements of e-learning, such as self-regulation and collaborative learning. The examined educational models of ADDIE, Bloom, and…

This research paper highlights and addresses the lack of a systematic review of the methods used to evaluate Learning Analytics (LA) and Learning Analytics Dashboards (LAD) of Adaptive Learning Platforms (ALPs) in the current literature. Addressing this gap, the authors built upon the work of Tretow-Fish and Khalid (2022) and analyzed 32 papers,…

The relationship between experience (through practice) and knowledge (by theory) is becoming increasingly important in contemporary educational research and development. Where educational curricula aim to support students in linking practical experience to their academic knowledge development, experiential learning appears complex to design with…

This research explores the use of human-centered design as a lens through which to view the work of leaders in highly innovative schools. I propose that human-centered design is a model for change leadership, customizable to the varying contexts in which a school may exist. As human-centered design has captured the imagination of innovators as…

The basic design course mainly focuses on training students in their form development ability, including two parts: graphic figure and three-dimensional form. However, in terms of form development, it is not just to create a certain form arbitrarily, but to convey the creator's intention based on this form. For students who are new to the field of…

Learning resources are quite important for online learning while resource provision based on algorithms could not address learners' ubiquitous needs well. Moreover, the structure and content of resources are pre-defined which makes the "Structure" and "Content" coupled closely and could not easily adjust when learners' needs…

We report on a study of the effects of laboratory activities that model fictitious laws of physics in a virtual reality environment on (i) students' epistemology about the role of experimental physics in class and in the world; (ii) students' self-efficacy; and (iii) the quality of student engagement with the lab activities. We create…

This dissertation presents various machine learning applications for predicting different cognitive states of students while they are using a vocabulary tutoring system, DSCoVAR. We conduct four studies, each of which includes a comprehensive analysis of behavioral and linguistic data and provides data-driven evidence for designing personalized…

Natural language processing (NLP) has captivated the attention of educational researchers over the past three decades. In this study, a total of 2,480 studies were retrieved through a comprehensive literature search. We used neural topic modeling and pre-trained language modeling to explore the research topics pertaining to the application of NLP…