Dynamic Egocentric Models for Citation Networks
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Summary
A dynamic egocentric framework that models continuous-time network data using multivariate counting processes is introduced and an efficient partial likelihood approach is used, allowing the methods to scale to large networks.
- Type
- article
- Published
- 2011-06-28
- Cited by
- 79
- References
- 29
- OpenAlex
- https://openalex.org/W2184407187
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:5357306
Keywords
Interpretability, Computer science, Granularity, Inference, Focus (optics)
References
- Dynamic social network analysis
- Survival and Event History Analysis: A Process Point of View
- Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models
- 4. A Relational Event Framework for Social Action
- Recommending citations for academic papers
- Citation recommendation without author supervision
- Dynamic mixed membership blockmodel for evolving networks
- A Survey of Statistical Network Models
- Dynamic social network analysis using latent space models
- Analyzing Social Networks as Stochastic Processes
- Commentary on Andersen and Gill's "Cox's Regression Model for Counting Processes: A Large Sample Study"
- Citation analysis as a tool in journal evaluation.
- Unsupervised prediction of citation influences
- The simultaneous evolution of author and paper networks
- A note on composite likelihood inference and model selection
- NETWORKS OF SCIENTIFIC PAPERS.
- Relational Topic Models for Document Networks
- Networks Evolving Step by Step: Statistical Analysis of Dyadic Event Data
- The Time-Series Link Prediction Problem with Applications in Communication Surveillance
- Joint latent topic models for text and citations
Cited by
- Measuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework
- Relational event models for social learning in MOOCs
- Relational Stacked Denoising Autoencoder for Tag Recommendation
- Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes
- Modeling Temporal Evolution and Multiscale Structure in Networks
- Understanding Group Dynamics in Health Forums
- egoSlider: Visual Analysis of Egocentric Network Evolution
- Computational Statistical Methods for Social Network Models
- Inferring Networks of Substitutable and Complementary Products
- Dyadic Event Attribution in Social Networks with Mixtures of Hawkes Processes
- Hierarchical Models for Relational Event Sequences
- Relational Collaborative Topic Regression for Recommender Systems
- A Bayesian Approach for Predicting the Popularity of Tweets
- Continuous-Time Regression Models for Longitudinal Networks
- Stochastic blockmodeling of relational event dynamics
- Learning to Discover Social Circles in Ego Networks
- Discovering social circles in ego networks
- Will This Paper Increase Your h-index?: Scientific Impact Prediction
- The dynamics of health behavior sentiments on a large online social network
- Point process modelling for directed interaction networks
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