Graph neural networks (GNN) are vital for analyzing real-world problems (e.g., network analysis, drug interaction, electronic design automation, e-commerce) that use graph models. However, efficient GNN acceleration faces with multiple challenges related to high and variable sparsity of input feature vectors, power-law degree distribution in the…

Many museums deal with socio-scientific issues--meaning topics with multiple perspectives and ongoing research, such as climate change, vaccinations, or livestock farming. As important and trusted sources of science education, museums can play a critical role in raising awareness about such issues. They tend to highlight the various perspectives…

Socio-scientific issues (SSI) instruction positions the understanding and practice of science in the context of issues that are informed by science but require reasoning about their societal dimensions to respond to those issues effectively. For this reason, instruction in the context of SSI has been considered the gateway to contemporary visions…

The latest mutation of Artificial Intelligence, Generative AI, is more than anything a technology of writing. It is a machine that can write. In a world-historical frame, the significance of this cannot be understated. This is a technology in which the unnatural language of code tangles with the natural language of everyday life. Its form of…

Few empirical studies in Science Education have investigated the contributions of integrating scientific practices such as argumentation and modelling. In this article, I examine the characteristics of high school students' argumentative dialogues in different modelling situations. From this, I discuss the influences of modelling and the nature of…

Public science events (PSEs) are an increasingly popular mode of informal science engagement. The burgeoning research on PSEs suggests a number of important benefits for visitors to these events, including increased scientific knowledge, improved attitudes toward science, and an increased awareness of science in everyday life. However, these…

This dissertation explores the significant role of knowledge and engineering in shaping society, with a focus on the Enlightenment period's emphasis on science and its practical applications through engineering and technology. While recognizing the contribution of practical expertise and technoscientific awareness to societal progress, the…

It is no surprise that concern for the future is on the rise. Several catastrophes obscure our future(s) imaginary, such as climate change, a global pandemic, racial inequality, and political polarization. Students are feeling a disconnect between what they learn in classrooms and the futures that populate their media platforms. Futures literacies…

Scientific research is a human endeavour, performed by communities of people. Disproportionate focus on only some of the features related to this obvious fact has been used to discredit the reliability of scientific knowledge and to relativize its value when compared with knowledge stemming from other sources. This epistemic relativism is…

Scientific objectivity and reliability are matters of fundamental importance both to science and in the public sphere, where they tend to be regarded with scepticism due to reporting of faulty or biased information, particularly in certain domains. In science studies, these qualities have been questioned in the light of two main characteristics of…

This paper investigates the intricate relationship between universities as socio-academic institutions, society at large, and technology. Through a general analysis, we aim to comprehend how a multidisciplinary university mediates and catalyzes the interaction between technology and society. Our examination encompasses both theoretical foundations…

When secondary school students were asked about the socioscientific issue of using sodium fluoroacetate (1080) poison to control New Zealand's possum pests, they provided a wide range of responses. Their responses showed that they considered this method of control to be risky and contentious. Such contentious issues are an example of the…

Preservice secondary science teachers often experience science learning in narrow and marginalizing ways in their science preparation. These experiences cause harm, particularly for preservice teachers of color. They also limit the disciplinary resources they can develop for later teaching science in ways that value and sustain their students'…

Many technology designers strive to involve end users in the design process, aiming to produce better outcomes. However, designers may struggle to engage autistic users effectively due to a lack of understanding of autistic characteristics and preferences. This systematic literature review aimed to identify how autistic adolescents and adults can…

In recent decades, great importance has been attached to teaching that promotes an active role of students in the learning process, and therefore the development of critical and divergent thinking in the teaching process. The aim of the research approach is to encourage students to independently investigate, discover, conclude and thus arrive at…