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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%），上一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 1, February 2025

https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=10856531&punumber=6570650

Title: Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being

Authors: Z. Sun, J. Kang, K. Qian, B. W. Schuller and B. Hu

Link: https://ieeexplore.ieee.org/document/10856573/

Citation: Z. Sun, J. Kang, K. Qian, B. W. Schuller and B. Hu, "Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 2-10, Feb. 2025.

Title: A Classification-Based Product Selection Method Based on Online Reviews on Multifaceted Attributes

Authors: X. Wu, H. Liao, B. Lev and W. Ding

Link: https://ieeexplore.ieee.org/document/10747512/

Citation: X. Wu, H. Liao, B. Lev and W. Ding, "A Classification-Based Product Selection Method Based on Online Reviews on Multifaceted Attributes," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 11-24, Feb. 2025.

Title: Linking Across Data Granularity: Fitting Multivariate Hawkes Processes to Partially Interval-Censored Data

Authors: P. Calderon, A. Soen and M. -A. Rizoiu

Link: https://ieeexplore.ieee.org/document/10750824/

Citation: P. Calderon, A. Soen and M. -A. Rizoiu, "Linking Across Data Granularity: Fitting Multivariate Hawkes Processes to Partially Interval-Censored Data," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 25-37, Feb. 2025.

Title: On Evolutionary Analysis of Customer Purchasing Behavior by the Supervision of E-Commerce Platforms

Authors: X. Liu, B. Zhou, R. Du, W. Qi, Z. Li and J. Wang

Link: https://ieeexplore.ieee.org/document/10750112/

Citation: X. Liu, B. Zhou, R. Du, W. Qi, Z. Li and J. Wang, "On Evolutionary Analysis of Customer Purchasing Behavior by the Supervision of E-Commerce Platforms," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 38-51, Feb. 2025.

Title: Personalized Product Description Generation With Gated Pointer-Generator Transformer

Authors: Y. -S. Liang, C. -Y. Chen, C. -T. Li and S. -M. Chang

Link: https://ieeexplore.ieee.org/document/10697475/

Citation: Y. -S. Liang, C. -Y. Chen, C. -T. Li and S. -M. Chang, "Personalized Product Description Generation With Gated Pointer-Generator Transformer," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 52-63, Feb. 2025.

Title: Multimodal Depression Detection Based on Self-Attention Network With Facial Expression and Pupil

Authors: X. Liu, H. Shen, H. Li, Y. Tao and M. Yang

Link: https://ieeexplore.ieee.org/document/10572485/

Citation: X. Liu, H. Shen, H. Li, Y. Tao and M. Yang, "Multimodal Depression Detection Based on Self-Attention Network With Facial Expression and Pupil," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 64-76, Feb. 2025.

Title: Review of Advancements in Depression Detection Using Social Media Data

Authors: S. Dalal, S. Jain and M. Dave

Link: https://ieeexplore.ieee.org/document/10749991/

Citation: S. Dalal, S. Jain and M. Dave, "Review of Advancements in Depression Detection Using Social Media Data," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 77-100, Feb. 2025.

Title: MultiSEAO-Mix: A Multimodal Multitask Framework for Sentiment, Emotion, Support, and Offensive Analysis in Code-Mixed Setting

Authors: G. V. Singh, Mamta, A. Verma and A. Ekbal

Link: https://ieeexplore.ieee.org/document/10722034/

Citation: G. V. Singh, Mamta, A. Verma and A. Ekbal, "MultiSEAO-Mix: A Multimodal Multitask Framework for Sentiment, Emotion, Support, and Offensive Analysis in Code-Mixed Setting," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 101-112, Feb. 2025.

Title: Conceptualizing Resilience in Healthcare Systems Through Domain Modeling

Authors: M. Wang, J. Wang and H. Wang

Link: https://ieeexplore.ieee.org/document/10681318/

Citation: M. Wang, J. Wang and H. Wang, "Conceptualizing Resilience in Healthcare Systems Through Domain Modeling," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 113-127, Feb. 2025.

Title: An Approach Toward Stock Market Prediction and Portfolio Optimization in Indian Financial Sectors

Authors: M. Patel, K. Jariwala and C. Chattopadhyay

Link: https://ieeexplore.ieee.org/document/10679366/

Citation: M. Patel, K. Jariwala and C. Chattopadhyay, "An Approach Toward Stock Market Prediction and Portfolio Optimization in Indian Financial Sectors," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 128-139, Feb. 2025.

Title: MLVPP: Multilevel Visual Privacy Protection via Thumbnail Preservation and Key Sharing

Authors: W. Wen, H. Huang, S. Qi, Y. Zhang and Y. Fang

Link: https://ieeexplore.ieee.org/document/10623322/

Citation: W. Wen, H. Huang, S. Qi, Y. Zhang and Y. Fang, "MLVPP: Multilevel Visual Privacy Protection via Thumbnail Preservation and Key Sharing," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 140-151, Feb. 2025.

Title: Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty

Authors: H. Li, Y. Ouyang, Z. Liu, W. Rong and Z. Xiong

Link: https://ieeexplore.ieee.org/document/10601643/

Citation: H. Li, Y. Ouyang, Z. Liu, W. Rong and Z. Xiong, "Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 152-162, Feb. 2025.

Title: Exploring the Influence of Profile Picture Styles on Empathy and Identity Recognition in Social Media

Authors: M. Yu, X. Liu, C. Zhou, X. Du, J. Sheng and Y. -J. Liu

Link: https://ieeexplore.ieee.org/document/10601649/

Citation: M. Yu, X. Liu, C. Zhou, X. Du, J. Sheng and Y. -J. Liu, "Exploring the Influence of Profile Picture Styles on Empathy and Identity Recognition in Social Media," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 163-174, Feb. 2025.

Title: Information Disorder Amidst Crisis: A Case Study of COVID-19 in India

Authors: M. Affan, S. S. Ali, T. Anwar and A. Rastogi

Link: https://ieeexplore.ieee.org/document/10702342/

Citation: M. Affan, S. S. Ali, T. Anwar and A. Rastogi, "Information Disorder Amidst Crisis: A Case Study of COVID-19 in India," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 175-184, Feb. 2025.

Title: A Subspace-Based Method for Facial Image Editing

Authors: N. Yang, M. Zhou, X. Luan, L. Qi, Y. Tang and Z. Han

Link: https://ieeexplore.ieee.org/document/10706004/

Citation: N. Yang, M. Zhou, X. Luan, L. Qi, Y. Tang and Z. Han, "A Subspace-Based Method for Facial Image Editing," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 185-197, Feb. 2025.

Title: Enhanced Knowledge Tracing With Learnable Filter

Authors: F. Qian, Y. Hu, G. Li, J. Chen, S. Wang and S. Zhao

Link: https://ieeexplore.ieee.org/document/10701610/

Citation: F. Qian, Y. Hu, G. Li, J. Chen, S. Wang and S. Zhao, "Enhanced Knowledge Tracing With Learnable Filter," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 198-209, Feb. 2025.

Title: Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases

Authors: S. A. Shammi, P. Ghosh, A. Sutradhar, F. M. J. M. Shamrat, M. A. Moni and T. E. A. d. Oliveira

Link: https://ieeexplore.ieee.org/document/10691647/

Citation: S. A. Shammi, P. Ghosh, A. Sutradhar, F. M. J. M. Shamrat, M. A. Moni and T. E. A. d. Oliveira, "Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 210-237, Feb. 2025.

Title: Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes

Authors: L. Luo, Q. Tang, Y. Ma and A. Rezaeipanah

Link: https://ieeexplore.ieee.org/document/10654586/

Citation: L. Luo, Q. Tang, Y. Ma and A. Rezaeipanah, "Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 238-247, Feb. 2025.

Title: The Consistent Transmission Laws Under the Consistent Intervention Policy

Authors: J. Liu, G. Mei and Y. Xia

Link: https://ieeexplore.ieee.org/document/10614933/

Citation: J. Liu, G. Mei and Y. Xia, "The Consistent Transmission Laws Under the Consistent Intervention Policy," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 248-258, Feb. 2025.

Title: Multigroup Multirole Assignment

Authors: Z. Yu, C. Guo, L. Zhang, H. Zhu and B. Wang

Link: https://ieeexplore.ieee.org/document/10670709/

Citation: Z. Yu, C. Guo, L. Zhang, H. Zhu and B. Wang, "Multigroup Multirole Assignment," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 259-273, Feb. 2025.

Title: Effective Analysis of Machine and Deep Learning Methods for Diagnosing Mental Health Using Social Media Conversations

Authors: Y. Kasanneni, A. Duggal, R. Sathyaraj and S. P. Raja

Link: https://ieeexplore.ieee.org/document/10747488/

Citation: Y. Kasanneni, A. Duggal, R. Sathyaraj and S. P. Raja, "Effective Analysis of Machine and Deep Learning Methods for Diagnosing Mental Health Using Social Media Conversations," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 274-294, Feb. 2025.

Title: Tradeoff Between Capacity and Cost: Maximizing User Recruitment Through Collaboration in Mobile Crowdsensing

Authors: D. Chi, J. Tao, H. Wang and Y. Xu

Link: https://ieeexplore.ieee.org/document/10721235/

Citation: D. Chi, J. Tao, H. Wang and Y. Xu, "Tradeoff Between Capacity and Cost: Maximizing User Recruitment Through Collaboration in Mobile Crowdsensing," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 295-305, Feb. 2025.

Title: CReMa: Crisis Response Through Computational Identification and Matching of Cross-Lingual Requests and Offers Shared on Social Media

Authors: R. Lamsal, M. R. Read, S. Karunasekera and M. Imran

Link: https://ieeexplore.ieee.org/document/10691664/

Citation: R. Lamsal, M. R. Read, S. Karunasekera and M. Imran, "CReMa: Crisis Response Through Computational Identification and Matching of Cross-Lingual Requests and Offers Shared on Social Media," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 306-319, Feb. 2025.

Title: SpaTeD: Sparsity-Aware Tensor Decomposition-Based Representation Learning Framework for Phishing Scams Detection

Authors: M. Ghosh, R. Halder and J. Chandra

Link: https://ieeexplore.ieee.org/document/10705900/

Citation: M. Ghosh, R. Halder and J. Chandra, "SpaTeD: Sparsity-Aware Tensor Decomposition-Based Representation Learning Framework for Phishing Scams Detection," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 320-334, Feb. 2025.

Title: Diffusion of Ordinal Opinions in Social Networks: An Agent-Based Model and Heuristics for Campaigning

Authors: X. Liu, S. Kato, W. Gu, F. Ren, G. Su and M. Zhang

Link: https://ieeexplore.ieee.org/document/10712164/

Citation: X. Liu, S. Kato, W. Gu, F. Ren, G. Su and M. Zhang, "Diffusion of Ordinal Opinions in Social Networks: An Agent-Based Model and Heuristics for Campaigning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 335-347, Feb. 2025.

Title: Altruism in Fuzzy Reinforcement Learning

Authors: R. M. Haighton, H. M. Schwartz and S. N. Givigi

Link: https://ieeexplore.ieee.org/document/10716203/

Citation: R. M. Haighton, H. M. Schwartz and S. N. Givigi, "Altruism in Fuzzy Reinforcement Learning," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 348-361, Feb. 2025.

Title: Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets

Authors: D. Nawara, A. Aly and R. Kashef

Link: https://ieeexplore.ieee.org/document/10716004/

Citation: D. Nawara, A. Aly and R. Kashef, "Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 362-375, Feb. 2025.

Title: Information Propagation Dynamic Model Based on Rumors, Antirumors, Prom-Rumors, and the Dynamic Game

Authors: Q. Li, L. Gao, X. Guo, X. Wu, R. Wang and Y. Xiao

Link: https://ieeexplore.ieee.org/document/10713453/

Citation: Q. Li, L. Gao, X. Guo, X. Wu, R. Wang and Y. Xiao, "Information Propagation Dynamic Model Based on Rumors, Antirumors, Prom-Rumors, and the Dynamic Game," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 376-389, Feb. 2025.

Title: Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology

Authors: R. Wang, K. Ma, X. Guo, S. Wei, Z. Wang, T. Li and Y. Xiao

Link: https://ieeexplore.ieee.org/document/10713448/

Citation: R. Wang, K. Ma, X. Guo, S. Wei, Z. Wang, T. Li and Y. Xiao, "Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 390-403, Feb. 2025.

Title: Backdoor Attack and Defense on Deep Learning: A Survey

Authors: Y. Bai, G. Xing, H. Wu, Z. Rao, C. Ma, S. Wang, X. Liu, Y. Zhou, J. Tang, K. Huang and J. Kang

Link: https://ieeexplore.ieee.org/document/10744415/

Citation: Y. Bai, G. Xing, H. Wu, Z. Rao, C. Ma, S. Wang, X. Liu, Y. Zhou, J. Tang, K. Huang and J. Kang, "Backdoor Attack and Defense on Deep Learning: A Survey," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 404-434, Feb. 2025.

Title: Deep Similarity Graph Fusion for Multiview Clustering

Authors: W. Sun, Z. Jiang, Y. Chen, J. Li, C. Zhou and N. Han

Link: https://ieeexplore.ieee.org/document/10739665/

Citation: W. Sun, Z. Jiang, Y. Chen, J. Li, C. Zhou and N. Han, "Deep Similarity Graph Fusion for Multiview Clustering," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 435-446, Feb. 2025.

Title: Pricing of Product Line Along With Its Value-Added Services With Consideration of Effects of Reference Price

Authors: W. Qi, N. Li, J. Wang and X. Luo

Link: https://ieeexplore.ieee.org/document/10737886/

Citation: W. Qi, N. Li, J. Wang and X. Luo, "Pricing of Product Line Along With Its Value-Added Services With Consideration of Effects of Reference Price," in IEEE Transactions on Computational Social Systems, vol. 12, no. 1, pp. 447-462, Feb. 2025.