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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 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.