Cognitive network science for understanding online social cognitions: A brief review

M Stella - Topics in Cognitive Science, 2022 - Wiley Online Library
Social media are digitalizing massive amounts of users' cognitions in terms of timelines and
emotional content. Such Big Data opens unprecedented opportunities for investigating …

Neural alignment predicts learning outcomes in students taking an introduction to computer science course

M Meshulam, L Hasenfratz, H Hillman, YF Liu… - Nature …, 2021 - nature.com
Despite major advances in measuring human brain activity during and after educational
experiences, it is unclear how learners internalize new content, especially in real-life and …

The growth and form of knowledge networks by kinesthetic curiosity

D Zhou, DM Lydon-Staley, P Zurn… - Current opinion in …, 2020 - Elsevier
Throughout life, we might seek a calling, companions, skills, entertainment, truth, self-
knowledge, beauty, and edification. The practice of curiosity can be viewed as an extended …

Investigating the network structure of domain-specific knowledge using the semantic fluency task

CSQ Siew, A Guru - Memory & cognition, 2023 - Springer
Cognitive scientists have a long-standing interest in quantifying the structure of semantic
memory. Here, we investigate whether a commonly used paradigm to study the structure of …

Network psychometrics and cognitive network science open new ways for understanding math anxiety as a complex system

M Stella - Journal of Complex Networks, 2022 - academic.oup.com
Math anxiety is a clinical pathology impairing cognitive processing in math-related contexts.
Originally thought to affect only inexperienced, low-achieving students, recent investigations …

A network theory approach to curriculum design

J O'meara, A Vaidya - Entropy, 2021 - mdpi.com
In this paper we hypothesize that education, especially at the scale of curriculum, should be
treated as a complex system composed of different ideas and concepts which are inherently …

A note on Ising network analysis with missing data

S Zhang, Y Chen - psychometrika, 2024 - cambridge.org
The Ising model has become a popular psychometric model for analyzing item response
data. The statistical inference of the Ising model is typically carried out via a pseudo …

[PDF][PDF] The goal of the universal design for learning: development of all to expert learners

J Navaitienė, E Stasiūnaitienė - Improving inclusive education …, 2021 - library.oapen.org
Over the past 10 years, every learner's ability to achieve the highest level of learning
success has become quite an important topic. The Universal Design for Learning (UDL) sets …

A network analysis of children's emerging place-value concepts

CA Bower, KS Mix, L Yuan… - Psychological Science, 2022 - journals.sagepub.com
Examining how informal knowledge systems change after formal instruction is imperative to
understanding learning processes and conceptual development and to implementing …

The word–sentence–construction task versus the verbal fluency task: Capturing features of scientific creativity via semantic networks.

E Haim, RE Beaty, M Stella - … of Aesthetics, Creativity, and the Arts, 2024 - psycnet.apa.org
Scientific creativity involves creating novel links between distant scientific and nonscientific
concepts. Such creative linking can be captured with the novel word–sentence–construction …