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 …
emotional content. Such Big Data opens unprecedented opportunities for investigating …
Neural alignment predicts learning outcomes in students taking an introduction to computer science course
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 …
experiences, it is unclear how learners internalize new content, especially in real-life and …
The growth and form of knowledge networks by kinesthetic curiosity
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 …
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 …
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 …
Originally thought to affect only inexperienced, low-achieving students, recent investigations …
A network theory approach to curriculum design
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 …
treated as a complex system composed of different ideas and concepts which are inherently …
A note on Ising network analysis with missing data
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 …
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 …
success has become quite an important topic. The Universal Design for Learning (UDL) sets …
A network analysis of children's emerging place-value concepts
Examining how informal knowledge systems change after formal instruction is imperative to
understanding learning processes and conceptual development and to implementing …
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.
Scientific creativity involves creating novel links between distant scientific and nonscientific
concepts. Such creative linking can be captured with the novel word–sentence–construction …
concepts. Such creative linking can be captured with the novel word–sentence–construction …