Learning Temporal Dynamics of Behavior Propagation in Social Networks
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Summary
This paper proposes a continuous temporal interest-aware behavior propagation model, called CIBP, which exploits the continuous-temporal functions (CTFs) to model the fully-continuous dynamic variance of social influence over time.
- Type
- article
- Published
- 2014-06-19
- Cited by
- 8
- References
- 37
- Access
- Open access
- OpenAlex
- https://openalex.org/W91303241
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:12605722
Keywords
Exploit, Computer science, Dynamics (music), Variance (accounting), Cascade
References
- Predicting Item Adoption Using Social Correlation
- Dynamic Mixture Models for Multiple Time-Series
- Simulated Annealing Based Influence Maximization in Social Networks
- Pattern Recognition and Machine Learning
- Probabilistic Latent Semantic Analysis
- Continuous Time Dynamic Topic Models
- Everyone's an influencer: quantifying influence on twitter
- On social networks and collaborative recommendation
- Learning to recommend with trust and distrust relationships
- An experimental study on implicit social recommendation
- Networks, Crowds, and Markets: Reasoning about a Highly Connected World (Easley, D. and Kleinberg, J.; 2010) [Book Review]
- Scalable influence maximization for prevalent viral marketing in large-scale social networks
- A Data-Based Approach to Social Influence Maximization
- Knowledge-sharing and influence in online social networks via viral marketing
- Learning latent friendship propagation networks with interest awareness for link prediction
- Modeling user's receptiveness over time for recommendation
- Mining topic-level influence in heterogeneous networks
- Probabilistic solutions of influence propagation on social networks
- Social recommendation incorporating topic mining and social trust analysis
- LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks
Cited by
- Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors
- Other times, other values: leveraging attribute history to link user profiles across online social networks
- Towards a dynamic and polarity-aware social user profile modeling
- Social Promoter Score (SPS) and Review Network: A Method and a Tool for Predicting Financial Health of an Online Shopping Brand
- On analyzing user preference dynamics with temporal social networks
- User Preference Dynamics on Evolving Social Networks - Learning, Modeling and Prediction
- Social Information Retrieval and Recommendation: state- of-the-art and future research [Recherche d'Information Sociale et Recommandation: Etat d'art et travaux futurs]
- Dinâmica das preferências do usuário em redes sociais que evoluem ao longo do tempo
- Other Times, Other Values
- Comparative Analysis on Social Trust Computation in Trust Based Personalised Recommender Systems
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