Cover Image

Heterogeneous Interaction Network Analysis (HINA): A New Learning Analytics Approach for Modelling, Analyzing, and Visualizing Complex Interactions in Learning Processes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Shihui, He, Baiyue, Gasevic, Dragan, Kirkley, Alec
Format:	Preprint
Published:	2026
Subjects:	Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Analyzing Students' Emerging Roles Based on Quantity and Heterogeneity of Individual Contributions in Small Group Online Collaborative Learning Using Bipartite Network Analysis
by: Feng, Shihui, et al.
Published: (2025)

Networks of amenities reveal universal homophily and heterophily across global cities
by: Wu, Jianrui, et al.
Published: (2026)

Where is AIED Headed? Key Topics and Emerging Frontiers (2020-2024)
by: Feng, Shihui, et al.
Published: (2025)

Inference of dynamic hypergraph representations in temporal interaction data
by: Kirkley, Alec
Published: (2023)

Fast nonparametric inference of network backbones for weighted graph sparsification
by: Kirkley, Alec
Published: (2024)

Identifying hubs in directed networks
by: Kirkley, Alec
Published: (2023)

Transfer entropy for finite data
by: Kirkley, Alec
Published: (2025)

Belief propagation for finite networks using a symmetry-breaking source node
by: Kim, Seongmin, et al.
Published: (2025)

Network mutual information measures for graph similarity
by: Felippe, Helcio, et al.
Published: (2024)

Comparing the Impact of Pedagogy-Informed Custom and General-Purpose GAI Chatbots on Students' Science Problem-Solving Processes and Performance Using Heterogeneous Interaction Network Analysis
by: Su, Hanyu, et al.
Published: (2026)

Urban Boundary Delineation from Commuting Data with Bayesian Stochastic Blockmodeling: Scale, Contiguity, and Hierarchy
by: Morel-Balbi, Sebastian, et al.
Published: (2024)

Scalable inference of spatial regions and temporal signatures from time series
by: Weng, Jiayu, et al.
Published: (2026)

Structural reducibility of hypergraphs
by: Kirkley, Alec, et al.
Published: (2026)

Estimation of partial rankings from sparse, noisy comparisons
by: Morel-Balbi, Sebastian, et al.
Published: (2025)

Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks
by: Meng, Zizhuo, et al.
Published: (2024)

Self-regulated Learning Processes in Secondary Education: A Network Analysis of Trace-based Measures
by: Cheng, Yixin, et al.
Published: (2024)

Hypergraph backboning
by: Kirkley, Alec, et al.
Published: (2026)

Normalized mutual information is a biased measure for classification and community detection
by: Jerdee, Maximilian, et al.
Published: (2023)

Network compression with configuration models and the minimum description length
by: Hébert-Dufresne, Laurent, et al.
Published: (2022)

Mutual information and the encoding of contingency tables
by: Jerdee, Maximilian, et al.
Published: (2024)

Evolutionary Dynamics with Self-Interaction Learning in Networked Systems
by: Zeng, Ziyan, et al.
Published: (2025)

Modeling and Analysis of Fish Interaction Networks under Projected Visual Stimuli
by: Kawashima, Hiroaki, et al.
Published: (2026)

Scaffolding Reshapes Dialogic Engagement in Collaborative Problem Solving: Comparative Analysis of Two Approaches
by: Wong, Kester, et al.
Published: (2025)

Model, Analyze, and Comprehend User Interactions within a Social Media Platform
by: Reza, Md Kaykobad, et al.
Published: (2024)

Network Analysis of Cyberbullying Interactions on Instagram
by: Sikdar, Satyaki, et al.
Published: (2025)

Untangling the Furball: A Practice Mapping Approach to the Analysis of Multimodal Interactions in Social Networks
by: Bruns, Axel, et al.
Published: (2024)

A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches
by: Wu, Bin, et al.
Published: (2024)

Statistical Complexity of Heterogeneous Geometric Networks
by: Smith, Keith Malcolm, et al.
Published: (2023)

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks
by: Liu, Shixuan, et al.
Published: (2025)

Higher-order Interaction Matters: Dynamic Hypergraph Neural Networks for Epidemic Modeling
by: Liu, Songyuan, et al.
Published: (2025)

LLM-Assisted Automated Deductive Coding of Dialogue Data: Leveraging Dialogue-Specific Characteristics to Enhance Contextual Understanding
by: Na, Ying, et al.
Published: (2025)

Modeling Supply Chain Interaction and Disruption: Insights from Real-world Data and Complex Adaptive System
by: Feng, Jiawei, et al.
Published: (2024)

Revealing Higher-Order Interactions in Complex Networks: A U.S. Diplomacy Case Study
by: Rondeau, Arthur, et al.
Published: (2025)

Constructing a Dataset to Support Agent-Based Modeling of Online Interactions: Users, Topics, and Interaction Networks
by: Sittar, Abdul, et al.
Published: (2026)

SocioXplorer: An Interactive Tool for Topic and Network Analysis in Social Data
by: Chausson, Sandrine, et al.
Published: (2025)

Can Invisible Psychological Traits Organize Visible Network Structure? A Complex Network Analysis of Myers-Briggs Type Indicator-Based Interaction Patterns in Anonymous Social Networks
by: Ayyoubzadeh, Seyed Moein, et al.
Published: (2025)

Prompt Learning on Temporal Interaction Graphs
by: Chen, Xi, et al.
Published: (2024)

Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes
by: Saqr, Mohammed, et al.
Published: (2024)

Unveiling News Publishers Trustworthiness Through Social Interactions
by: Pratelli, Manuel, et al.
Published: (2024)

Analyzing Player Involvement in the Indian Pro Kabaddi League: A Network Analysis Approach
by: Sengupta, Arjab, et al.
Published: (2024)