Business Process Model and Notation (BPMN) is a standard formalism for business process modeling that is very popular in professional practices due to its expressiveness, the well-defined meta-model, and its easiness of use by non-technical users. For instance, BPMN2.0 is used for business processes in commercial areas such as banks, shops,…

Neural networks are ubiquitous in applied machine learning for education. Their pervasive success in predictive performance comes alongside a severe weakness, the lack of explainability of their decisions, especially relevant in humancentric fields. We implement five state-of-the-art methodologies for explaining black-box machine learning models…

Purpose: The general goal of this paper is to help educators understand the importance of MOOC training to school teachers and their hypothetical value for predicting the use of teaching strategies in the face-to face-classroom teaching. With this purpose, the study is guided by two research questions: (1) Are there different patterns of…

The research aims to redesign and develop the Imagineering MOOC Instructional Design model (I-MOOC ID model) to enhance creative thinking and creative health media innovation. The exploratory sequential design mixed-method research method was used, and it was divided into three phases: (1) investigation and synthesis of the composition of the…

This study aims to provide a comprehensive overview of the current state and potential future research in learning style detection. With the increasing number and diversity of research in this area, a quantitative approach is necessary to map out current themes and identify potential areas for future research. To achieve this goal, a bibliometric…

This article asks difficult questions about higher-education courses provided by Western institutions to people living in refugee camps. It critically examines a blended-learning approach that incorporates a massive online open course (MOOC) into a scaffolded higher-education program--the University of Geneva's Connected Blended Learning model--in…

The MOOC (Massive Open Online Course) providers promote their courses as education that builds marketable skills. However, little research examines the role of relevance in the success of MOOCs or how this relevance influences learner behaviors. This study highlights the importance of MOOC relevance by decomposing it into personal relevance and…

This paper deals with cooperative pedagogical scenarization. It presents a work carried out after an experience aiming at creating online training courses for an university degree. In the experience, lecturers had no experience in designing full online courses, and needed the support of pedagogical engineers to adapt their courses to suit online…

This book serves as a reference point to inform continuing professional learning and development (CPLD) initiatives at both individual and institutional levels. It serves as a guide for faculty engaged in online teaching within the higher education sector, in universities and vocational education institutions. It moves beyond a technology-driven…

This book is about inclusivity and open education in the digital age. It reports the latest data on this topic from the 2021 Cognition and Exploratory Learning in the Digital Age (CELDA) conference. This annual conference focuses on challenges pertaining to the evolution of the learning process, the role of pedagogical approaches and the progress…