Cognitive network science: A review of research on cognition through the lens of network representations, processes, and dynamics

CSQ Siew, DU Wulff, NM Beckage, YN Kenett - Complexity, 2019 - Wiley Online Library
Network science provides a set of quantitative methods to investigate complex systems,
including human cognition. Although cognitive theories in different domains are strongly …

Contributions of modern network science to the cognitive sciences: Revisiting research spirals of representation and process

N Castro, CSQ Siew - Proceedings of the Royal Society …, 2020 - royalsocietypublishing.org
Modelling the structure of cognitive systems is a central goal of the cognitive sciences—a
goal that has greatly benefitted from the application of network science approaches. This …

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 …

Applications of network science to education research: Quantifying knowledge and the development of expertise through network analysis

CSQ Siew - Education Sciences, 2020 - mdpi.com
A fundamental goal of education is to inspire and instill deep, meaningful, and long-lasting
conceptual change within the knowledge landscapes of students. This commentary posits …

Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements, and future challenges

M Stella, S Citraro, G Rossetti, D Marinazzo… - Psychonomic Bulletin & …, 2024 - Springer
The mental lexicon is a complex cognitive system representing information about the
words/concepts that one knows. Over decades psychological experiments have shown that …

Structural analysis of factual, conceptual, procedural, and metacognitive knowledge in a multidimensional knowledge network

Đ Vukić, S Martinčić-Ipšić, A Meštrović - Complexity, 2020 - Wiley Online Library
Discovering the most suitable network structure of the learning domain represents one of the
main challenges of knowledge delivery and acquisition. We propose a multidimensional …

Quantifying the interplay of semantics and phonology during failures of word retrieval by people with aphasia using a multiplex lexical network

N Castro, M Stella, CSQ Siew - Cognitive science, 2020 - Wiley Online Library
Investigating instances where lexical selection fails can lead to deeper insights into the
cognitive machinery and architecture supporting successful word retrieval and speech …

What can network science tell us about phonology and language processing?

MS Vitevitch - Topics in Cognitive Science, 2022 - Wiley Online Library
Contemporary psycholinguistic models place significant emphasis on the cognitive
processes involved in the acquisition, recognition, and production of language but neglect …

PHOR-in-One: A multilingual lexical database with PHonological, ORthographic and PHonographic word similarity estimates in four languages

AS Costa, M Comesaña, AP Soares - Behavior Research Methods, 2023 - Springer
A large body of research seeking to explore how form affects lexical processing in bilinguals
has suggested that orthographically similar translations (eg, English-Portuguese “paper …

Using complex networks in the hearing sciences

MS Vitevitch, DB Pisoni, L Soehlke, TA Foster - Ear and hearing, 2024 - journals.lww.com
Abstract In this Point of View, we review a number of recent discoveries from the emerging,
interdisciplinary field of Network Science, which uses graph theoretic techniques to …