This dissertation is about a particular style of research. The philosophy of this style is that in order to scientifically understand deep learning, it is fruitful to investigate what happens when neural networks are trained on simple, mathematically well-defined tasks. Even though the training data is simple, the training algorithm can end up…

We present an in-depth case study of a learning network that aims to transform infrastructure and practice across the research enterprise to advance societal impacts. The theory of social morphogenesis guides our processual qualitative analysis of the network. We describe how different types of boundary work, both building and navigating across…

Mathematical memes are an Internet phenomenon with an epistemic potential noteworthy for the teaching and learning of mathematics. The aim of this paper is to conceptualize this phenomenon on an empirical base, elucidating its educational potential. To pursue this goal, a two-year ethnographic research study has been conducted in a selection of…

Implementing inclusive education requires on-going commitment to teachers' professional learning. One way of implementing professional learning is to develop learning communities based on Lave and Wenger's ideas of situated learning and learning as social practice. Learning communities, drawing on models of Professional Learning Communities and…

While current research points out that young people are developing emerging culture of learning in informal spaces, less is known about such digital literacy practices in the Asian contexts where the notion of literacy tends to refer to school literacy. Research on young people's online participatory culture continues to suggest that social media…

The majority of the research to date on education networks has been conducted in the urban context; few studies specifically examine the experience and impact of rural collaboratives, and even fewer of these have had a regional character that spans states or provinces (Battelle for Kids, 2016; Kannapel & DeYoung, 1999; Tieken, 2014). This…

This paper presents an exploratory study to examine the practices of outstanding primary school teachers in their professional development for ICT integration in teaching and learning, as a means of understanding how their learning ecologies develop and function. Outstanding teachers in the context of this study are teachers who innovate…

This study aims to develop a network design to meet the connection and interaction needs of students during the online learning process. The research and development method used in this research is divided into four stages, namely needs analysis, design, formative evaluation and revision. The results of the formative evaluation showed the learning…

Background: Recent alternative concepts of school knowledge emphasize knowledge creation via networks of learning around real-world phenomena. We studied entrepreneurship education as an example of new epistemic activity which opens institutional boundaries for active engagement with society in learning. Methods: We used a case-study strategy and…

The significance of socially shared metacognitive regulation (SSMR) in collaborative learning is gaining momentum. To date, however, there is still a paucity of research of how SSMR is manifested in asynchronous computer-supported collaborative learning (CSCL), and hardly any systematic investigation of SSMR's functions and evolution across…

This paper reports on a longitudinal study that investigated how international students' personal network mediated their pragmatic choices during studying abroad in China. Data were collected over a year through different ways, including Study Abroad Network Questionnaire, role-plays, retrospective verbal reports, ethnographic interviews and…

Social media are emerging technology which came into existence out of fun to connect with friends, but it has evolved to become a powerful tool for teaching and learning globally. However, despite its usefulness and relevance to learning the intention to use social media for learning by postgraduate gender in South-west Nigeria has not been…

Drawing upon sociocultural theories of learning and social constructivist theories of identity development, this article defines learning and identity as outcomes of participation in order to investigate how an emergent bilingual in elementary school, Roselyn, has opportunities to participate in school-based activities and how these structured…

Purpose: The purpose of this study was to explore how customer-facing professionals (CFPs) created learning paths to adapt to changing customer needs in a digital environment. Design/methodology/approach: Two groups of CFPs were created from a previous single-case study to examine the learning paths of the two groups. Both groups were digitally…

Learning Analytics constitutes a key tool for supporting Learning Design and teacher-led inquiry into student learning. In this paper, we demonstrate how a Social Learning Analytics toolkit can combine social network analysis and content analysis for supporting a global and formal teacher inquiry. This toolkit not only supports teachers in…