Defenses against adversarial attacks are essential to ensure the reliability of machine learning models as their applications are expanding in different domains. Existing ML defense techniques have several limitations in practical use. I proposed a trustworthy framework that employs an adaptive strategy to inspect both inputs and decisions. In…

Engagement in citizen science can result in participant outcomes including increased science and environmental literacy and civic action. One factor which may increase the likelihood of these outcomes is facilitation by groups such as employers, schools, or other organizations. We examined how a partnership between SciStarter and Girl Scouts of…

The field of Heritage Language has experienced a great deal of advancement in the past few decades. Much research effort has been dedicated to analyzing and understanding different aspects of heritage language speakers, but less work has been done in the topic of pedagogical approaches. The few recent studies on pedagogical approaches have focused…

The scientific literature reveals the impact of applying game-based videos and gamification on undergraduates' learning. This work proposes, within an online context, using these educational strategies to make students the active protagonists of their learning. Therefore, this paper aims to analyze the students' perception of the effectiveness of…

We discuss one of the oldest ambitions in U.S. education: that teachers should treat children as active learners, teaching should be intellectually engaging, teachers should respect students' thinking, and schools should cultivate thoughtful work. These ideas originated when Horace Mann and his allies campaigned for them. We revisit them and take…

In this study, we examine the design process for a visual learning analytics (VLA) approach in addition to its effect on developing students' epistemic understanding of discourse and relationships to promote knowledge-building inquiry. Over a 3-month period, an experimental class of secondary school students took a visual arts course using a…

The survey results show that students have low writing skills. One of the contributing factors is that students have difficulty developing ideas from writing, which causes the writing process to be slow. Apart from that, passive learning activities also have an impact on students' writing abilities. Based on this, the aim of this research is to…

Although teachers are eager to facilitate community of inquiry (CoI) in their classrooms, they also fear being unable to convey the necessary knowledge to their students in an inquiry due to the inherent involvement of conflicting views, confusion, and a lack of strict definitions about the concepts. The author argues that the banking model of…

Considering the structural similarities between STEM education and architectural education, it is thought that architectural education, which has a deep-rooted history, may be useful for improving STEM education. This research was planned to gain useful inferences for STEM education by trying to get to know architectural education. In this study,…

A differentiated science activity was created for gifted students. The focus is on Sustainable Development Goal 15 (SDG-15) for life on land, enhancing engagement, self-regulated learning skills, and scientific creativity in gifted students. The activity spanned eight lesson hours, with tasks encouraging observation, inquiry, and creative…

In this essay, we consider how reconstructing our ideas about the nature of democracy, and its relationship to education, can help us respond to contemporary challenges. We focus specifically on the ongoing fights about critical race theory (CRT), providing an overview of the CRT controversy--we argue that its cultivation for political reasons has…

Approaching literacy through a human rights lens potentially equips children with the courage and support needed to face sources of human suffering; develop compassion for others; and identify obstacles to their sentience, autonomy, and well-being. A human rights view of literacy pedagogy necessarily involves attending to the moral reasoning of…

Many K-16 educators agree that active learning is a key component for student success in life sciences. At the same time, some instructors are frustrated by inconsistent student participation in these activities and may revert to traditional teaching strategies. Horse caregivers face a similar frustration when they lead a horse to water and it…

My thesis work is focused on conceptual and epistemic learning and characterizing the environments in which this learning takes place. Earlier studies conducted by the Stowe group explored how instructional practices, instructional emphasis, and assessment emphasis relate to student outcomes in general and organic chemistry courses. Student…

The landscape of work continues to evolve post-pandemic, leading to a shift in focus within higher education from discipline-specific knowledge and skills to capabilities that are transferable and reflect real-world complexities. A review of higher education to meet future economic and social trends and skill sets is a feature of many countries…