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IEEE Transactions on Computational Social Systems （IEEE TCSS，IEEE计算社会系统汇刊），于2014年由 IEEE SMC Society和IEEE Computer Society共同创刊（50%：50%），上任主编为中国科学院自动化研究所王飞跃教授，现任主编为胡斌教授。该期刊内容涵盖社会计算、社会系统建模与仿真、社会网络动力学、社会智能与认知、社会系统设计与架构、社会文化建模与表现、计算行为建模及其应用等。目前，IEEE TCSS已被SCIE、ESCI、EI、Scopus等国外数据库收录。

IEEE Transactions on Computational Social Systems

Volume 12, Issue 4, August 2025

https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=11118943&punumber=6570650

Title: Social Cognition-Enhanced Public Opinion Response During Emergencies

Authors: X. Li, D. D. Zeng, S. Wang and B. Hu

Link: https://ieeexplore.ieee.org/document/11118323/

Citation: X. Li, D. D. Zeng, S. Wang and B. Hu, "Social Cognition-Enhanced Public Opinion Response During Emergencies," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1405-1414, Aug. 2025.

Title: Semantics-Based Noninterference Assessment in Cyber-Physical Systems

Authors: W. Zhong, J. Zhao and H. Hu

Link: https://ieeexplore.ieee.org/document/10700055/

Citation: W. Zhong, J. Zhao and H. Hu, "Semantics-Based Noninterference Assessment in Cyber-Physical Systems," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1415-1429, Aug. 2025.

Title: Opposing Stance in Topic Evolution: A Case Analysis of Messi's Visit to Hong Kong

Authors: S. Huang, T. Wang, Y. Xie, J. Sun, L. Li, W. Zhang and F.-Y. Wang

Link: https://ieeexplore.ieee.org/document/10717429/

Citation: S. Huang, T. Wang, Y. Xie, J. Sun, L. Li, W. Zhang and F.-Y. Wang, "Opposing Stance in Topic Evolution: A Case Analysis of Messi's Visit to Hong Kong," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1430-1439, Aug. 2025.

Title: Modeling the Type Hierarchy in High-Dimensional Box Space for Fine-Grained Entity Typing

Authors: Y. Qin, F. Wang, J. Li, Y. Deng, S. Mao and Y. Jiang

Link: https://ieeexplore.ieee.org/document/10816247/

Citation: Y. Qin, F. Wang, J. Li, Y. Deng, S. Mao and Y. Jiang, "Modeling the Type Hierarchy in High-Dimensional Box Space for Fine-Grained Entity Typing," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1440-1457, Aug. 2025.

Title: MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing

Authors: S. Li, X. Liu, X. Tang, X. Chen and J. Pu

Link: https://ieeexplore.ieee.org/document/10806780/

Citation: S. Li, X. Liu, X. Tang, X. Chen and J. Pu, "MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1458-1472, Aug. 2025.

Title: CRAFT: Identifying Key Nodes in the Science Communication Community via Counterfactual Fairness

Authors: W. Jiang, Q. Tang, L. Lin, Y. Han, R. Wang and H. He

Link: https://ieeexplore.ieee.org/document/10795484/

Citation: W. Jiang, Q. Tang, L. Lin, Y. Han, R. Wang and H. He, "CRAFT: Identifying Key Nodes in the Science Communication Community via Counterfactual Fairness," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1473-1484, Aug. 2025.

Title: How to Perform Energy-Balanced Underwater Data Collection in AUV-Aided UASNs: A Social Welfare-Based Node Clustering Approach

Authors: C. Lin, G. Han, C. Lu, S. B. H. Shah, Y. Zhang and F. Wang

Link: https://ieeexplore.ieee.org/document/10726566/

Citation: C. Lin, G. Han, C. Lu, S. B. H. Shah, Y. Zhang and F. Wang, "How to Perform Energy-Balanced Underwater Data Collection in AUV-Aided UASNs: A Social Welfare-Based Node Clustering Approach," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1485-1497, Aug. 2025.

Title: Common Discriminative Latent Space Learning for Cross-Domain Speech Emotion Recognition

Authors: S. Fu, P. Song, H. Wang, Z. Liu and W. Zheng

Link: https://ieeexplore.ieee.org/document/10739774/

Citation: S. Fu, P. Song, H. Wang, Z. Liu and W. Zheng, "Common Discriminative Latent Space Learning for Cross-Domain Speech Emotion Recognition," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1498-1508, Aug. 2025.

Title: Boosting Performance of Graph Convolutional Networks via Generating Pseudolabels and Feature Interaction

Authors: Q. Zhang, Z. Zhao, C. Li and X. Huang

Link: https://ieeexplore.ieee.org/document/10820506/

Citation: Q. Zhang, Z. Zhao, C. Li and X. Huang, "Boosting Performance of Graph Convolutional Networks via Generating Pseudolabels and Feature Interaction," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1509-1522, Aug. 2025.

Title: Belief Option Prioritization in the Graph Model for Conflict Resolution

Authors: Z. Hou, B. Ge, Y. Huang, Z. Liu, J. Sun and J. Zhu

Link: https://ieeexplore.ieee.org/document/10774061/

Citation: Z. Hou, B. Ge, Y. Huang, Z. Liu, J. Sun and J. Zhu, "Belief Option Prioritization in the Graph Model for Conflict Resolution," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1523-1534, Aug. 2025.

Title: RAG-Based Crowdsourcing Task Decomposition via Masked Contrastive Learning With Prompts

Authors: J. Yang, X. Wang, Y. Zhao, Y. Liu and F. -Y. Wang

Link: https://ieeexplore.ieee.org/document/10789220/

Citation: J. Yang, X. Wang, Y. Zhao, Y. Liu and F. -Y. Wang, "RAG-Based Crowdsourcing Task Decomposition via Masked Contrastive Learning With Prompts," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1535-1547, Aug. 2025.

Title: Emotion Separation and Recognition From a Facial Expression by Generating the Poker Face With Vision Transformers

Authors: J. Li, J. Nie, D. Guo, R. Hong and M. Wang

Link: https://ieeexplore.ieee.org/document/10744555/

Citation: J. Li, J. Nie, D. Guo, R. Hong and M. Wang, "Emotion Separation and Recognition From a Facial Expression by Generating the Poker Face With Vision Transformers," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1548-1562, Aug. 2025.

Title: Efficient Secure Data Aggregation for Real-Time Smart Grid Monitoring: A Lightweight Privacy-Preserving Approach

Authors: J. Zhang and C. Shi

Link: https://ieeexplore.ieee.org/document/10788511/

Citation: J. Zhang and C. Shi, "Efficient Secure Data Aggregation for Real-Time Smart Grid Monitoring: A Lightweight Privacy-Preserving Approach," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1563-1573, Aug. 2025.

Title: CUP_CDLSTM: Civil Unrest Event Prediction Using Convolutional Neural Network, DistilBERT, and Long Short-Term Memory

Authors: P. Singh and A. Jain

Link: https://ieeexplore.ieee.org/document/10753286/

Citation: P. Singh and A. Jain, "CUP_CDLSTM: Civil Unrest Event Prediction Using Convolutional Neural Network, DistilBERT, and Long Short-Term Memory," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1574-1583, Aug. 2025.

Title: Efficient Detection of k-Plex Structures in Large Graphs Through Constraint Learning

Authors: H. -J. Hung, C. -H. Lu, Y. -Y. Huang, M. -Y. Chang, Y. -C. Ho and C. -Y. Shen

Link: https://ieeexplore.ieee.org/document/10737893/

Citation: H. -J. Hung, C. -H. Lu, Y. -Y. Huang, M. -Y. Chang, Y. -C. Ho and C. -Y. Shen, "Efficient Detection of k-Plex Structures in Large Graphs Through Constraint Learning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1584-1597, Aug. 2025.

Title: Grouping Interesting Patterns for Understanding Customer Behaviors

Authors: K. Brathovde, Y. Djenouri, A. Yazidi and G. Srivastava

Link: https://ieeexplore.ieee.org/document/10769483/

Citation: K. Brathovde, Y. Djenouri, A. Yazidi and G. Srivastava, "Grouping Interesting Patterns for Understanding Customer Behaviors," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1598-1606, Aug. 2025.

Title: MASK-Net: Robust Health Mention Classification by Masking a Disease or Symptom Terms

Authors: U. Naseem, S. Thapa, Q. Zhang, J. Rashid and L. Hu

Link: https://ieeexplore.ieee.org/document/10772311/

Citation: U. Naseem, S. Thapa, Q. Zhang, J. Rashid and L. Hu, "MASK-Net: Robust Health Mention Classification by Masking a Disease or Symptom Terms," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1607-1616, Aug. 2025.

Title: Multipolarity-Based Sentiment Classification Using Hybrid HDL-Fuzzy-RMDL Network

Authors: N. S. Ambekar and A. V. Nimkar

Link: https://ieeexplore.ieee.org/document/10787536/

Citation: N. S. Ambekar and A. V. Nimkar, "Multipolarity-Based Sentiment Classification Using Hybrid HDL-Fuzzy-RMDL Network," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1617-1626, Aug. 2025.

Title: The ParallelWorkforce: A Framework for Synergistic Collaboration in Digital, Robotic, and Biological Workers of Industry 5.0

Authors: S. Teng, Y. Wang, X. Wang, J. Li, Y. Li, X. Zhang, L. Li, L. Chen and F.-Y. Wang

Link: https://ieeexplore.ieee.org/document/10805557/

Citation: S. Teng, Y. Wang, X. Wang, J. Li, Y. Li, X. Zhang, L. Li, L. Chen and F.-Y. Wang, "The ParallelWorkforce: A Framework for Synergistic Collaboration in Digital, Robotic, and Biological Workers of Industry 5.0," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1627-1636, Aug. 2025.

Title: Data-Driven and Physics-Assisted Machine Learning Approach for Warpage Classification and Process Parameter Optimization in a 3-D-Printed BeltClip

Authors: T. S. Tamir, X. Hua, J. Jiang, J. Leng, G. Xiong, Z. Shen and Q. Liu

Link: https://ieeexplore.ieee.org/document/10819292/

Citation: T. S. Tamir, X. Hua, J. Jiang, J. Leng, G. Xiong, Z. Shen and Q. Liu, "Data-Driven and Physics-Assisted Machine Learning Approach for Warpage Classification and Process Parameter Optimization in a 3-D-Printed BeltClip," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1637-1652, Aug. 2025.

Title: Rumor Containment in Hypergraph Representation of Social Networks: A Deep Reinforcement Learning-Based Solution

Authors: G. Kundu, S. Ghosh and S. Choudhury

Link: https://ieeexplore.ieee.org/document/10785555/

Citation: G. Kundu, S. Ghosh and S. Choudhury, "Rumor Containment in Hypergraph Representation of Social Networks: A Deep Reinforcement Learning-Based Solution," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1653-1664, Aug. 2025.

Title: Producing Considerate Responses: Progressive Staged Training for Emotional Support Conversation

Authors: G. Lv, J. Li, X. Wang, X. Zhan and Z. Zeng

Link: https://ieeexplore.ieee.org/document/10735791/

Citation: G. Lv, J. Li, X. Wang, X. Zhan and Z. Zeng, "Producing Considerate Responses: Progressive Staged Training for Emotional Support Conversation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1665-1677, Aug. 2025.

Title: Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy

Authors: Q. Zhang, H. Wang and J. Wang

Link: https://ieeexplore.ieee.org/document/10735775/

Citation: Q. Zhang, H. Wang and J. Wang, "Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1678-1687, Aug. 2025.

Title: Artificial Intelligence Techniques Introduced Into Evolutionary Games and Simulation Studies

Authors: X. Li, L. Zhang and P. Wang

Link: https://ieeexplore.ieee.org/document/10810746/

Citation: X. Li, L. Zhang and P. Wang, "Artificial Intelligence Techniques Introduced Into Evolutionary Games and Simulation Studies," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1688-1699, Aug. 2025.

Title: HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech

Authors: A. Yadav and V. Singh

Link: https://ieeexplore.ieee.org/document/10805494/

Citation: A. Yadav and V. Singh, "HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1700-1715, Aug. 2025.

Title: Diversified Budgeted Influence Maximization in Dynamic Social Networks

Authors: S. K. Meena, S. S. Singh and K. Singh

Link: https://ieeexplore.ieee.org/document/10734665/

Citation: S. K. Meena, S. S. Singh and K. Singh, "Diversified Budgeted Influence Maximization in Dynamic Social Networks," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1716-1727, Aug. 2025.

Title: The Communality of Risk: Differentiating the Logic of Risk Governance Based on Evolutionary Game Theory

Authors: X. Sun, J. Qian, Y. Ying, Y. Chai and Y. Liu

Link: https://ieeexplore.ieee.org/document/10754950/

Citation: X. Sun, J. Qian, Y. Ying, Y. Chai and Y. Liu, "The Communality of Risk: Differentiating the Logic of Risk Governance Based on Evolutionary Game Theory," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1728-1742, Aug. 2025.

Title: Deep Graph Clustering With Triple Fusion Mechanism for Community Detection

Authors: Y. Ma, K. Shi, X. Peng, H. He, P. Zhang, J. Liu, Z. Lei and Z. Niu

Link: https://ieeexplore.ieee.org/document/10750012/

Citation: Y. Ma, K. Shi, X. Peng, H. He, P. Zhang, J. Liu, Z. Lei and Z. Niu, "Deep Graph Clustering With Triple Fusion Mechanism for Community Detection," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1743-1758, Aug. 2025.

Title: Federated Contrastive Learning With Feature-Based Distillation for Human Activity Recognition

Authors: Z. Xiao and H. Tong

Link: https://ieeexplore.ieee.org/document/10834136/

Citation: Z. Xiao and H. Tong, "Federated Contrastive Learning With Feature-Based Distillation for Human Activity Recognition," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1759-1772, Aug. 2025.

Title: Knowledge-Augmented Interpretable Network for Zero-Shot Stance Detection on Social Media

Authors: B. Zhang, D. Ding, Z. Huang, A. Li, Y. Li, B. Zhang and H. Huang

Link: https://ieeexplore.ieee.org/document/10537616/

Citation: B. Zhang, D. Ding, Z. Huang, A. Li, Y. Li, B. Zhang and H. Huang, "Knowledge-Augmented Interpretable Network for Zero-Shot Stance Detection on Social Media," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1773-1784, Aug. 2025.

Title: Graph Convolutional Network for Adversarial Domain Generalization

Authors: X. Zhang, H. Su and X. Liu

Link: https://ieeexplore.ieee.org/document/10475188/

Citation: X. Zhang, H. Su and X. Liu, "Graph Convolutional Network for Adversarial Domain Generalization," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1785-1793, Aug. 2025.

Title: Informative Nodes Mining for Class-Imbalanced Representation Learning

Authors: M. Zhou and Z. Gong

Link: https://ieeexplore.ieee.org/document/10415400/

Citation: M. Zhou and Z. Gong, "Informative Nodes Mining for Class-Imbalanced Representation Learning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1794-1804, Aug. 2025.

Title: Generalized Few-Shot Node Classification With Graph Knowledge Distillation

Authors: J. Wang, M. Zhou, S. Zhang and Z. Gong

Link: https://ieeexplore.ieee.org/document/10504842/

Citation: J. Wang, M. Zhou, S. Zhang and Z. Gong, "Generalized Few-Shot Node Classification With Graph Knowledge Distillation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1805-1815, Aug. 2025.

Title: Adaptive Sharpness-Aware Minimization for Adversarial Domain Generalization

Authors: T. Xie, T. Li and R. Wu

Link: https://ieeexplore.ieee.org/document/10630453/

Citation: T. Xie, T. Li and R. Wu, "Adaptive Sharpness-Aware Minimization for Adversarial Domain Generalization," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1816-1823, Aug. 2025.

Title: Multimodal Knowledge Graph Embedding With Missing Data Integration

Authors: Y. Liang

Link: https://ieeexplore.ieee.org/document/10539319/

Citation: Y. Liang, "Multimodal Knowledge Graph Embedding With Missing Data Integration," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1824-1836, Aug. 2025.

Title: CbDA: Contrastive-Based Data Augmentation for Domain Generalization

Authors: Z. Jiang, L. Zhang, X. Liang and Z. Chen

Link: https://ieeexplore.ieee.org/document/10601637/

Citation: Z. Jiang, L. Zhang, X. Liang and Z. Chen, "CbDA: Contrastive-Based Data Augmentation for Domain Generalization," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1837-1844, Aug. 2025.

Title: Transfer Learning for Dynamic Community Knowledge Detection Based on Dual-Population Cooperation and Competition

Authors: Y. Kang, B. Fan, Z. Ma, J. Guo, T. Li and K. Pu

Link: https://ieeexplore.ieee.org/document/10521817/

Citation: Y. Kang, B. Fan, Z. Ma, J. Guo, T. Li and K. Pu, "Transfer Learning for Dynamic Community Knowledge Detection Based on Dual-Population Cooperation and Competition," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1845-1857, Aug. 2025.

Title: An Embedded Unlabeled Data Partitioning PU-Learning Method Based on Genetic Programming

Authors: Y. Zhou, N. Yang and R. Wang

Link: https://ieeexplore.ieee.org/document/10559613/

Citation: Y. Zhou, N. Yang and R. Wang, "An Embedded Unlabeled Data Partitioning PU-Learning Method Based on Genetic Programming," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1858-1868, Aug. 2025.

Title: Zero-Shot Cross-Lingual Knowledge Transfer in VQA via Multimodal Distillation

Authors: Y. Weng, J. Dong, W. He, Chaomurilige, X. Liu, Z. Liu and H. Gao

Link: https://ieeexplore.ieee.org/document/10574223/

Citation: Y. Weng, J. Dong, W. He, Chaomurilige, X. Liu, Z. Liu and H. Gao, "Zero-Shot Cross-Lingual Knowledge Transfer in VQA via Multimodal Distillation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1869-1879, Aug. 2025.

Title: Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment

Authors: B. Ren, Y. Yi, L. T. Yang, X. Nie, Z. Yang and J. Feng

Link: https://ieeexplore.ieee.org/document/10990135/

Citation: B. Ren, Y. Yi, L. T. Yang, X. Nie, Z. Yang and J. Feng, "Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1880-1889, Aug. 2025.

Title: Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks

Authors: Y. Hong, C. Shi, J. Chen, H. Wang and D. Wang

Link: https://ieeexplore.ieee.org/document/10664616/

Citation: Y. Hong, C. Shi, J. Chen, H. Wang and D. Wang, "Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1890-1901, Aug. 2025.

Title: Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels

Authors: W. Liu, H. Zhu, J. Yu, L. Zheng, J. Yin, R. Liang, X. Liu, J. Chen and V. C. M. Leung

Link: https://ieeexplore.ieee.org/document/10839579/

Citation: W. Liu, H. Zhu, J. Yu, L. Zheng, J. Yin, R. Liang, X. Liu, J. Chen and V. C. M. Leung, "Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1902-1911, Aug. 2025.

Title: CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media

Authors: J. Chen, J. Guo, X. Li, H. Wang, Z. Xu, Z. Gong, L. Zhang and V. C. M. Leung

Link: https://ieeexplore.ieee.org/document/10702341/

Citation: J. Chen, J. Guo, X. Li, H. Wang, Z. Xu, Z. Gong, L. Zhang and V. C. M. Leung, "CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1912-1926, Aug. 2025.

Title: A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks

Authors: J. Chen, R. Mi, H. Wang, H. Wu, J. Mo, J. Guo, Z. Lai, L. Zhang and V. C. M. Leung

Link: https://ieeexplore.ieee.org/document/10701609/

Citation: J. Chen, R. Mi, H. Wang, H. Wu, J. Mo, J. Guo, Z. Lai, L. Zhang and V. C. M. Leung, "A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks," in IEEE Transactions on Computational Social Systems, vol. 12, no. 4, pp. 1927-1941, Aug. 2025.