To effectively avoid subjective bias in manual evaluation. This article proposes a MIDI piano teaching performance evaluation method based on bidirectional LSTM. This method utilizes a three-layer bidirectional LSTM neural network mechanism to make it easier for the model to capture useful information. In addition, the Spark clustering training…

Recent trends in "educational technology" have led to emergence of methods such as teaching analytics (TA) in understanding and management of the teaching-learning processes. Didactically, "teaching analytics" is one of the promising and emerging methods within the Education domain that have proved to be useful, towards…

Studies reporting flexible assessment strategies and their impact across different modes of study remain limited with little emphasis placed on the role these arrangements play in devising authentic assessment processes. This paper synthesises recent research work depicting flexible design principles and practice strategies for how educators might…

Authentic assessment aligns higher education with the practices of students' future professions, which are increasingly digitally mediated. However, previous frameworks for authentic assessment appear not to explicitly address how authenticity intersects with a broader digital world. This critical scoping review describes how the digital has been…

In this comprehensive review, 32 studies were identified in which researchers investigated the effect of real-time performance feedback delivered via technology on interventionist implementation of instructional practices. Studies were evaluated for methodological rigor with quality indicators from the Council for Exceptional Children. Twenty-two…

This article proposes a pedagogy of well-being derived from the design of a high-impact practice (HIP) ePortfolio assignment. Research findings from a two-year pilot study revealed a recurrent trend that raised attention to the socio-psychological dimension that ePortfolios have on student learning and development. Teaching and researching during…

The term "Smart Classroom" has evolved over time and nowadays reflects the technological advancements incorporated in educational spaces. The rapid advances in technology, and the need to create more efficient and creative classes that support both in-class and remote activities, have led to the integration of Artificial Intelligence and…

We developed an Authentic GeometryGo (AGG) app to help students application of geometry in authentic contexts through authentic measurements and peer assessments. The study included an experimental group (EG) using an AGG app and a control group (CG) using paper-based methods. The results showed that the EG outperformed the CG in terms of…

Background: Online learning has grown significantly during the past two decades, and COVID-19 pandemic has expedited this process. However, previous research has shown how academic dishonesty is more prevalent under these modalities. Therefore, there is the challenge of performing trustworthy remote assessments, in order to obtain valid and…

The social isolation resulting from the 2020 global pandemic posed both challenges and opportunities in higher education. One of the greatest opportunities has been the chance to foreground the dimensions of diversity, equity, inclusion, and justice (DEIJ). As online course enrollments in postsecondary programs increase, educators, researchers,…

Also known as The Nation's Report Card, the National Assessment of Educational Progress (NAEP) is the largest nationally representative and continuing assessment of student achievement and their learning experiences in various subjects for the nation, states, and 27 urban districts. The National Center for Education Statistics (NCES) is currently…

Initial teacher education in England is characterised by lesson observation and assessment of teaching evidence against criterion-referenced teachers' standards. In UK-based international teacher training, these situated practices are more challenging because of staff and trainees working in different time zones. In 2020, COVID-19 travel…

Higher Education faces challenges in providing learning experiences and cultivating competencies in our modern environment. Academic discourse centres on tutoring automation, a complicated educational dilemma in the age of Machine Learning, Deep Learning, and Artificial Intelligence. Establishing a structured technique for real competency…

The use of online literacy applications is proliferating in elementary classrooms. Using data generated by these applications is assumed to be helpful for teachers to identify struggling readers. Unfortunately, many teachers are unsure how to use and interpret the plethora of data from these apps. In this longitudinal study, we followed a cohort…

The realities of the 21st century have led professors and lecturers to renew their learning assessment practices so that they are more adapted to and contextualized in the current professional world. Despite advances in teaching and learning, assessment methods may still deviate from practice in authentic contexts. Although some instructors are…