Network analysis of terms in the natural sciences insights from Wikipedia through natural language processing and network analysis

Bridging the Gap Between Qualitative and Quantitative Assessment in Science Education Research with Machine Learning — A Case for Pretrained Language Models-Based Clustering

(2022) Peter Wulff et al.   Journal of Science Education and Technology

New Developments in Social Network Analysis

(2021) Daniel J. Brass   Annual Review of Organizational Psychology and Organizational Behavior

Large-Scale Analysis of Zipf’s Law in English Texts

(2016) Isabel Moreno-Sánchez et al.   PLoS One

Log-Log Convexity of Type-Token Growth in Zipf’s Systems

(2015) Francesc Font-Clos et al.   PHYSICAL REVIEW LETTERS

Language of Physics, Language of Math: Disciplinary Culture and Dynamic Epistemology

(2015) Edward F. Redish et al.   Science & Education

Understanding Classrooms through Social Network Analysis: A Primer for Social Network Analysis in Education Research

(2014) Daniel Z. Grunspan et al.   CBE-Life Sciences Education

powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions

(2014) Jeff Alstott et al.   PLoS One

Talking and learning physics: Predicting future grades from network measures and Force Concept Inventory pretest scores

(2013) Jesper Bruun et al.   Physical Review Special Topics-Physics Education Research

TOWARDS THE QUANTIFICATION OF THE SEMANTIC INFORMATION ENCODED IN WRITTEN LANGUAGE

(2010) MARCELO A. MONTEMURRO et al.   ADVANCES IN COMPLEX SYSTEMS

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS

“Force,” ontology, and language

(2009) David T. Brookes et al.   Physical Review Special Topics-Physics Education Research

Coherent Knowledge Structures of Physics Represented as Concept Networks in Teacher Education

(2009) Ismo T. Koponen et al.   Science & Education

Power-Law Distributions in Empirical Data

(2009) Aaron Clauset et al.   SIAM REVIEW