IEEE TCSS 12卷3期网刊已发布, 敬请关注！
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 3, June 2025
https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=11018518&punumber=6570650
Title: Converging Real and Virtual: Embodied Intelligence-Driven Immersive VR Biofeedback for Brain Health Modulation
Authors: Y. She, F. Liu, B. Yang and B. Hu
Link: https://ieeexplore.ieee.org/document/11018521/
Citation: Y. She, F. Liu, B. Yang and B. Hu, "Converging Real and Virtual: Embodied Intelligence-Driven Immersive VR Biofeedback for Brain Health Modulation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 938-946, June 2025.
Title: Understanding Inciting Speech as New Malice
Authors: V. Garg, G. Xu and M. P. Singh
Link: https://ieeexplore.ieee.org/document/10855631/
Citation: V. Garg, G. Xu and M. P. Singh, "Understanding Inciting Speech as New Malice," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 947-956, June 2025.
Title: γ-Razor: Hardness-Aware Dataset Pruning for Efficient Neural Network Training
Authors: L. Liu, P. Zhang, Y. Liang, J. Liu, L. Morra, B. Guo, Z. Yu, Y. Zhang and D. D. Zeng
Link: https://ieeexplore.ieee.org/document/10702344/
Citation: L. Liu, P. Zhang, Y. Liang, J. Liu, L. Morra, B. Guo, Z. Yu, Y. Zhang and D. D. Zeng, "γ-Razor: Hardness-Aware Dataset Pruning for Efficient Neural Network Training," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 957-971, June 2025.
Title: Discriminative Adversarial Network Based on Spatial–Temporal–Graph Fusion for Motor Imagery Recognition
Authors: Q. She, T. Chen, F. Fang, Y. Gao and Y. Zhang
Link: https://ieeexplore.ieee.org/document/10706623/
Citation: Q. She, T. Chen, F. Fang, Y. Gao and Y. Zhang, "Discriminative Adversarial Network Based on Spatial–Temporal–Graph Fusion for Motor Imagery Recognition," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 972-983, June 2025.
Title: Hyper-Relational Knowledge Enhanced Network for Hypertension Medication Recommendation
Authors: K. Zhang, Z. Zhang, W. Wang, Y. Liang and X. Wang
Link: https://ieeexplore.ieee.org/document/10754894/
Citation: K. Zhang, Z. Zhang, W. Wang, Y. Liang and X. Wang, "Hyper-Relational Knowledge Enhanced Network for Hypertension Medication Recommendation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 984-997, June 2025.
Title: Fair Link Prediction With Overlapping Groups
Authors: M. Pal, S. Sikdar and N. Ganguly
Link: https://ieeexplore.ieee.org/document/10755960/
Citation: M. Pal, S. Sikdar and N. Ganguly, "Fair Link Prediction With Overlapping Groups," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 998-1012, June 2025.
Title: Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity
Authors: T. Chen, B. Zhang, W. Zhang, T. Wang, X. Wang, Q. Li and F.-Y. Wang
Link: https://ieeexplore.ieee.org/document/10739776/
Citation: T. Chen, B. Zhang, W. Zhang, T. Wang, X. Wang, Q. Li and F.-Y. Wang, "Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1013-1024, June 2025.
Title: CMAAN: Cross-Modal Aggregation Attention Network for Next POI Recommendation
Authors: Z. Zhuang, L. Liu, H. Qi, Y. Shen and B. Yin
Link: https://ieeexplore.ieee.org/document/10817117/
Citation: Z. Zhuang, L. Liu, H. Qi, Y. Shen and B. Yin, "CMAAN: Cross-Modal Aggregation Attention Network for Next POI Recommendation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1025-1037, June 2025.
Title: Anomaly Detection on Attributed Networks via Multiview and Multiscale Contrastive Learning
Authors: S. Qin, Y. Luo, J. Zhu, G. Tao, J. Zheng and Z. Ma
Link: https://ieeexplore.ieee.org/document/10805093/
Citation: S. Qin, Y. Luo, J. Zhu, G. Tao, J. Zheng and Z. Ma, "Anomaly Detection on Attributed Networks via Multiview and Multiscale Contrastive Learning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1038-1051, June 2025.
Title: Optimized Consensus Group Selection Focused on Node Transmission Delay in Sharding Blockchains
Authors: L. Tao, Y. Lu, Y. Fan, C. W. Tan and Z. Wei
Link: https://ieeexplore.ieee.org/document/10805540/
Citation: L. Tao, Y. Lu, Y. Fan, C. W. Tan and Z. Wei, "Optimized Consensus Group Selection Focused on Node Transmission Delay in Sharding Blockchains," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1052-1067, June 2025.
Title: Toward Exploring Fairness in Visual Transformer Based Natural and GAN Image Detection Systems
Authors: M. P. Gangan, A. Kadan and L. V. L.
Link: https://ieeexplore.ieee.org/document/10803562/
Citation: M. P. Gangan, A. Kadan and L. V. L., "Toward Exploring Fairness in Visual Transformer Based Natural and GAN Image Detection Systems," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1068-1079, June 2025.
Title: The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots
Authors: M. Kolomeets, H. Wu, L. Shi and A. van Moorsel
Link: https://ieeexplore.ieee.org/document/10712168/
Citation: M. Kolomeets, H. Wu, L. Shi and A. van Moorsel, "The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1080-1091, June 2025.
Title: LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text
Authors: F. Huang, X. Sun, A. Mei, Y. Wang, H. Ding and T. Zhu
Link: https://ieeexplore.ieee.org/document/10729240/
Citation: F. Huang, X. Sun, A. Mei, Y. Wang, H. Ding and T. Zhu, "LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1092-1099, June 2025.
Title: DDRec: Dual Denoising Multimodal Graph Recommendation
Authors: Y. Ping, S. Wang, Z. Yang, B. He, N. Zhou and Y. Dong
Link: https://ieeexplore.ieee.org/document/10768190/
Citation: Y. Ping, S. Wang, Z. Yang, B. He, N. Zhou and Y. Dong, "DDRec: Dual Denoising Multimodal Graph Recommendation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1100-1114, June 2025.
Title: Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns
Authors: N. Bian, H. Lin, P. Liu, Y. Lu, C. Zhang, B. He, X. Han and L. Sun
Link: https://ieeexplore.ieee.org/document/10746232/
Citation: N. Bian, H. Lin, P. Liu, Y. Lu, C. Zhang, B. He, X. Han and L. Sun, "Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1115-1131, June 2025.
Title: Advertiser-First: A Receding Horizon Bid Optimization Strategy for Online Advertising
Authors: K. Fang, H. Liu, C. Li, J. Wu, Y. Tan, Q. Lin and Q. Cao
Link: https://ieeexplore.ieee.org/document/10740468/
Citation: K. Fang, H. Liu, C. Li, J. Wu, Y. Tan, Q. Lin and Q. Cao, "Advertiser-First: A Receding Horizon Bid Optimization Strategy for Online Advertising," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1132-1144, June 2025.
Title: Fine-Grained Emotion Comprehension: Semisupervised Multimodal Emotion and Intensity Recognition
Authors: Z. Fang, Z. Liu, T. Liu and C. -C. Hung
Link: https://ieeexplore.ieee.org/document/10737896/
Citation: Z. Fang, Z. Liu, T. Liu and C. -C. Hung, "Fine-Grained Emotion Comprehension: Semisupervised Multimodal Emotion and Intensity Recognition," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1145-1163, June 2025.
Title: Preserving Social Relationship Privacy via the Exponential Mechanism of Personalized Differential Privacy
Authors: J. Shen, J. Tian, Z. Wang and Q. Zhu
Link: https://ieeexplore.ieee.org/document/10789188/
Citation: J. Shen, J. Tian, Z. Wang and Q. Zhu, "Preserving Social Relationship Privacy via the Exponential Mechanism of Personalized Differential Privacy," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1164-1180, June 2025.
Title: Exploring Risk Sharing in Stochastic Exchange Networks
Authors: A. Z. Dragicevic
Link: https://ieeexplore.ieee.org/document/10813572/
Citation: A. Z. Dragicevic, "Exploring Risk Sharing in Stochastic Exchange Networks," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1181-1192, June 2025.
Title: RF-KDE-QSR Model for Estimating the Scale of Epidemics
Authors: C. Liu, J. Huang, S. Chen, J. He, S. Du, N. Yin, C. Zhang and D. Wang
Link: https://ieeexplore.ieee.org/document/10779452/
Citation: C. Liu, J. Huang, S. Chen, J. He, S. Du, N. Yin, C. Zhang and D. Wang, "RF-KDE-QSR Model for Estimating the Scale of Epidemics," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1193-1201, June 2025.
Title: Portfolio Selection by Maximizing Various Risk-Adjusted Return Ratios via Convex Reformulations
Authors: J. Wang, F. Zhang and W. Zhang
Link: https://ieeexplore.ieee.org/document/10817091/
Citation: J. Wang, F. Zhang and W. Zhang, "Portfolio Selection by Maximizing Various Risk-Adjusted Return Ratios via Convex Reformulations," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1202-1217, June 2025.
Title: Designing Energy-Aware Scheduling and Task Allocation Algorithms for Online Reinforcement Learning Applications in Cloud Environments
Authors: H. Janjani, T. Agarwal, M. P. Gopinath, V. Sharma and S. P. Raja
Link: https://ieeexplore.ieee.org/document/10803910/
Citation: H. Janjani, T. Agarwal, M. P. Gopinath, V. Sharma and S. P. Raja, "Designing Energy-Aware Scheduling and Task Allocation Algorithms for Online Reinforcement Learning Applications in Cloud Environments," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1218-1232, June 2025.
Title: Modeling Temporal Interaction for Dynamic Sentiment Analysis on Social Network
Authors: A. Zhao, S. Tian and Y. Yu
Link: https://ieeexplore.ieee.org/document/10705800/
Citation: A. Zhao, S. Tian and Y. Yu, "Modeling Temporal Interaction for Dynamic Sentiment Analysis on Social Network," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1233-1242, June 2025.
Title: REDGCN: Rating-Oriented Explicit Disentangling Graph Convolution Network for Review-Aware Recommendation
Authors: S. Sang, F. Xue, H. Guo, K. Liu, S. Li and R. Hong
Link: https://ieeexplore.ieee.org/document/10750430/
Citation: S. Sang, F. Xue, H. Guo, K. Liu, S. Li and R. Hong, "REDGCN: Rating-Oriented Explicit Disentangling Graph Convolution Network for Review-Aware Recommendation," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1243-1255, June 2025.
Title: EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation Learning
Authors: K. Zhang, G. Lv, L. Wu, R. Hong and M. Wang
Link: https://ieeexplore.ieee.org/document/10705792/
Citation: K. Zhang, G. Lv, L. Wu, R. Hong and M. Wang, "EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation Learning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1256-1267, June 2025.
Title: A Novel Graph-Based Approach to Identify Opinion Leaders in Twitter
Authors: M. Furini, L. Mariotti, R. Martoglia and M. Montangero
Link: https://ieeexplore.ieee.org/document/10839541/
Citation: M. Furini, L. Mariotti, R. Martoglia and M. Montangero, "A Novel Graph-Based Approach to Identify Opinion Leaders in Twitter," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1268-1278, June 2025.
Title: Prediction of Remaining Execution Time of Business Processes With Multiperson Collaboration in Assembly Line Production
Authors: M. Zou, Q. Zeng, C. Liu, R. Cao, S. Chen and Z. Zhao
Link: https://ieeexplore.ieee.org/document/10701607/
Citation: M. Zou, Q. Zeng, C. Liu, R. Cao, S. Chen and Z. Zhao, "Prediction of Remaining Execution Time of Business Processes With Multiperson Collaboration in Assembly Line Production," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1279-1295, June 2025.
Title: Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination
Authors: A. Kumar, J. P. Singh and A. K. Singh
Link: https://ieeexplore.ieee.org/document/10327753/
Citation: A. Kumar, J. P. Singh and A. K. Singh, "Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1296-1306, June 2025.
Title: Deep Learning Model for Interpretability and Explainability of Aspect-Level Sentiment Analysis Based on Social Media
Authors: N. K. Singh, S. Agal, T. R. Gadekallu, M. Shabaz, I. Keshta, L. Jindal, M. Soni, H. Byeon and P. Parkash Singh
Link: https://ieeexplore.ieee.org/document/10412107/
Citation: N. K. Singh, S. Agal, T. R. Gadekallu, M. Shabaz, I. Keshta, L. Jindal, M. Soni, H. Byeon and P. Parkash Singh, "Deep Learning Model for Interpretability and Explainability of Aspect-Level Sentiment Analysis Based on Social Media," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1307-1318, June 2025.
Title: Toward Byzantine-Robust Distributed Learning for Sentiment Classification on Social Media Platform
Authors: H. Zhang, J. Wu, Q. Pan, A. K. Bashir and M. Omar
Link: https://ieeexplore.ieee.org/document/10462506/
Citation: H. Zhang, J. Wu, Q. Pan, A. K. Bashir and M. Omar, "Toward Byzantine-Robust Distributed Learning for Sentiment Classification on Social Media Platform," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1319-1329, June 2025.
Title: Generalizing Face Forgery Detection by Suppressed Texture Network With Two-Branch Convolution
Authors: D. Zhang, D. Li, A. K. Sangaiah, F. Li, Z. Deng and C. Wu
Link: https://ieeexplore.ieee.org/document/10654569/
Citation: D. Zhang, D. Li, A. K. Sangaiah, F. Li, Z. Deng and C. Wu, "Generalizing Face Forgery Detection by Suppressed Texture Network With Two-Branch Convolution," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1330-1338, June 2025.
Title: CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis
Authors: Z. Qu, J. Ding, B. Liu, L. Sun and S. Mumtaz
Link: https://ieeexplore.ieee.org/document/10753280/
Citation: Z. Qu, J. Ding, B. Liu, L. Sun and S. Mumtaz, "CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1339-1350, June 2025.
Title: Interpretable Multimodal Tucker Fusion Model With Information Filtering for Multimodal Sentiment Analysis
Authors: X. Nie, L. T. Yang, Z. Li, X. Deng, F. Fan and Z. Yang
Link: https://ieeexplore.ieee.org/document/10813576/
Citation: X. Nie, L. T. Yang, Z. Li, X. Deng, F. Fan and Z. Yang, "Interpretable Multimodal Tucker Fusion Model With Information Filtering for Multimodal Sentiment Analysis," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1351-1364, June 2025.
Title: Influence Maximization in Sentiment Propagation With Multisearch Particle Swarm Optimization Algorithm
Authors: Q. He, X. Yan, A. Jolfaei, A. Tolba, K. Yu, Y.-K. Fu and Y. Cai
Link: https://ieeexplore.ieee.org/document/10873295/
Citation: Q. He, X. Yan, A. Jolfaei, A. Tolba, K. Yu, Y.-K. Fu and Y. Cai, "Influence Maximization in Sentiment Propagation With Multisearch Particle Swarm Optimization Algorithm," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1365-1375, June 2025.
Title: Explainable Dual-Branch Combination Network With Key Words Embedding and Position Attention for Sentimental Analytics of Social Media Short Comments
Authors: Z. Wang, P. Wang, L. Qi, Z. Sun and X. Zhou
Link: https://ieeexplore.ieee.org/document/10876406/
Citation: Z. Wang, P. Wang, L. Qi, Z. Sun and X. Zhou, "Explainable Dual-Branch Combination Network With Key Words Embedding and Position Attention for Sentimental Analytics of Social Media Short Comments," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1376-1389, June 2025.
Title: Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations
Authors: X. Wang, J. Lyu, J. D. Peter, B.-G. Kim, B. D. Parameshachari, K. Li and W. Wei
Link: https://ieeexplore.ieee.org/document/10955494/
Citation: X. Wang, J. Lyu, J. D. Peter, B.-G. Kim, B. D. Parameshachari, K. Li and W. Wei, "Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations," in IEEE Transactions on Computational Social Systems, vol. 12, no. 3, pp. 1390-1403, June 2025.
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