Knowledge tracing (KT), the task of tracking the knowledge state of each student over time, has been assessed actively by artificial intelligence researchers. Recent reports have described that Deep-IRT, which combines Item Response Theory (IRT) with a deep learning model, provides superior performance. It can express the abilities of each student…

The state of the art knowledge tracing approaches mostly model student knowledge using their performance in assessed learning resource types, such as quizzes, assignments, and exercises, and ignore the non-assessed learning resources. However, many student activities are non-assessed, such as watching video lectures, participating in a discussion…

E-learning, knowledge sharing, design thinking education and design driven innovation innovation are all key elements of this case study. The E-learning platform about Design Thinking is born as a result of the growing pervasiveness of this approach to innovation in different application contexts: from strategic consulting to digital…

Self-directed learning (SDL) is widely associated with adult learning but is occasionally misunderstood. As a result, the term self-regulated learning (SRL) has been used interchangeably with SDL in literature. Based on a content analysis, this paper explores the difference between techniques of SDL and SRL and provides a basic interpretation of…

This meta-analysis study aims to explore the game-based learning (GBL) effects on students' learning motivation and academic achievement in K-12 science education. Recently GBL has been broadly used for students with low learning motivation because the dynamic learning activities in computer games could provide benefits for K-12 education. We…

The present chapter offers an overview of empirical investigations into the phenomena of WTC, motivation, language anxiety and boredom with a particular focus on changes in their levels over longer and shorter periods of time as well as factors influencing such fluctuations in traditional and digital contexts. [For the complete volume,…

Michael Polanyi famously stated that "we can know more than we can tell," but is it possible to know more than we imagine? Or, on the contrary, does imagining play a role in elucidating what we feel we know but cannot fully express? In this article, the author argues that imagining can elucidate knowledge by helping us to name and color…

Social media has become an important part of learning due to the advancement of technology and the importance of asynchronous interaction. The ability to learn anywhere at any time is especially supported by Facebook groups, which provide a private means of interaction with others who share the same interests. In such groups, sharing information…

Adult learners of a new language (L2) tend not to achieve target-like knowledge and performance, so the cognitive status of L2s has long been debated. While monolingual native (L1) speakers robustly apply their grammatical knowledge to input as it unfolds, there are competing claims about whether L2 speakers also do so reflexively (Dekydtspotter,…

Background: Learning trajectories (LTs) in early mathematics curriculum and teaching have received increasing attention (Baroody et al., 2019; Clements, 2007; Clements & Sarama, 2021; Maloney et al., 2014; Sarama & Clements, 2009). For example, LTs were a core construct in the National Research Council (2009) report on early mathematics…

This article reports a descriptive case study conducted at a community-based adult English language program over 7 weeks. The participants were three Afghan refugee women, who were at beginning-level proficiency in English without prior education and native language literacy. Although phonics is a recommended approach for beginning-level literacy…

Submission of recommendation letters from high school counselors is a requirement for undergraduate admission at many selective colleges. However, there has been limited research to-date examining these critical application components and the front-line professionals who generate them. This study examines how high school counselors, who are key…

This article investigates to what extent disrupted schooling due to the COVID-19 pandemic has affected pre-primary-age children's school readiness in Ethiopia. We use data on early numeracy of 2,640 children collected before and after the eight-month school closure to assess their learning progress in the context of COVID-19. We find that children…

To examine the utility of spoken dialog systems (SDSs) for learning and low-stakes assessment, we administered the same role-play task in two different modalities to a group of 47 tertiary-level learners of English. Each participant completed the task in an SDS setting with a fully automated agent and engaged in the same task with a human…

This research describes a case study of an integrated human-computer interaction (HCI) course for construction engineering students using project-based learning and experiential learning cycle methods. To help engineering students keep pace with the increasing use of information technology (IT) in the construction industry, educational…