Pub Date : 2024-10-02DOI: 10.1109/TCSS.2024.3457715
{"title":"IEEE Transactions on Computational Social Systems Information for Authors","authors":"","doi":"10.1109/TCSS.2024.3457715","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3457715","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 5","pages":"C4-C4"},"PeriodicalIF":4.5,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10704071","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142368226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-02DOI: 10.1109/TCSS.2024.3458128
Shiqiu Meng;Jie Shi;Bin Hu
{"title":"Computational Aids on Mental Health: Revolutionizing Care in the Digital Age","authors":"Shiqiu Meng;Jie Shi;Bin Hu","doi":"10.1109/TCSS.2024.3458128","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3458128","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 5","pages":"5559-5576"},"PeriodicalIF":4.5,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10704034","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142368367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-02DOI: 10.1109/TCSS.2024.3457713
{"title":"IEEE Systems, Man, and Cybernetics Society Information","authors":"","doi":"10.1109/TCSS.2024.3457713","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3457713","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 5","pages":"C3-C3"},"PeriodicalIF":4.5,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10704072","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142368228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-02DOI: 10.1109/TCSS.2024.3457711
{"title":"IEEE Transactions on Computational Social Systems Publication Information","authors":"","doi":"10.1109/TCSS.2024.3457711","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3457711","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 5","pages":"C2-C2"},"PeriodicalIF":4.5,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10704073","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142368229","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-28DOI: 10.1109/TCSS.2023.3315754
Axel Rodríguez;Yi-Ling Chen;Carlos Argueta
Sarcasm is an expression of contempt expressed through verbal irony. It is a nuanced form of language that individuals use to imply the opposite of what they are actually saying, and thus it can be difficult to detect at times. The lack of large, annotated datasets is one of the major challenges and limitations of building systems to detect sarcasm automatically. To address this issue, we propose a hybrid graph-based framework, namely, SINCERE, to build compact sarcasm detection models with sentiment and emotion analysis by leveraging only a small amount of prior data. To automatically extract patterns from a small dataset collected by distant supervision, a graph is first constructed. This approach is used to discover latent representations of vertices in a network, as the basis for a language model. We demonstrate that simple classifiers built from the model can detect sarcasm and generalize better than the state-of-the-art approach. According to the experimental results, the proposed SINCERE framework is able to outperform the SOTA baselines on accuracy by 5%.
讽刺是一种通过语言反讽表达蔑视的方式。它是一种微妙的语言形式，个人用它来暗示与他们实际所说的相反，因此有时很难检测到。缺乏大型注释数据集是构建自动检测讽刺系统的主要挑战和限制之一。为了解决这个问题，我们提出了一个基于图的混合框架，即 SINCERE，它只需利用少量的先验数据，就能建立具有情感和情绪分析功能的紧凑型讽刺语言检测模型。为了从远距离监督收集的小型数据集中自动提取模式，我们首先构建了一个图。这种方法用于发现网络中顶点的潜在表征，作为语言模型的基础。我们证明，根据该模型建立的简单分类器可以检测讽刺语言，而且泛化效果优于最先进的方法。实验结果表明，所提出的 SINCERE 框架在准确性上比 SOTA 基线高出 5%。
{"title":"SINCERE: A Hybrid Framework With Graph-Based Compact Textual Models Using Emotion Classification and Sentiment Analysis for Twitter Sarcasm Detection","authors":"Axel Rodríguez;Yi-Ling Chen;Carlos Argueta","doi":"10.1109/TCSS.2023.3315754","DOIUrl":"https://doi.org/10.1109/TCSS.2023.3315754","url":null,"abstract":"Sarcasm is an expression of contempt expressed through verbal irony. It is a nuanced form of language that individuals use to imply the opposite of what they are actually saying, and thus it can be difficult to detect at times. The lack of large, annotated datasets is one of the major challenges and limitations of building systems to detect sarcasm automatically. To address this issue, we propose a hybrid graph-based framework, namely, SINCERE, to build compact sarcasm detection models with sentiment and emotion analysis by leveraging only a small amount of prior data. To automatically extract patterns from a small dataset collected by distant supervision, a graph is first constructed. This approach is used to discover latent representations of vertices in a network, as the basis for a language model. We demonstrate that simple classifiers built from the model can detect sarcasm and generalize better than the state-of-the-art approach. According to the experimental results, the proposed SINCERE framework is able to outperform the SOTA baselines on accuracy by 5%.","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 5","pages":"5593-5606"},"PeriodicalIF":4.5,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142368424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Guest Editorial: Special Issue on Dark Side of the Socio-Cyber World: Media Manipulation, Fake News, and Misinformation","authors":"Gwanggil Jeon;Xiaochun Cheng;Abdellah Chehri;Giancarlo Fortino;Marcelo Albertini;Shiping Wen","doi":"10.1109/TCSS.2024.3426788","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3426788","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 4","pages":"4766-4774"},"PeriodicalIF":4.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10638108","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16DOI: 10.1109/TCSS.2024.3408596
Gabriel Gentil;Amit Bhaya
We add a missing hypothesis, inadvertently omitted in [1], to Theorems 1, 2, and 3, namely that the sets of agents (nodes) influenced by players are disjoint. All the experimental results and simulations shown in the article satisfy the disjoint set hypothesis and remain valid, with no changes. The abstract and conclusion are modified to include the words “disjoint set” (of agents).
{"title":"Corrections to “Opinion Dynamic Games Under One Step Ahead Optimal Control”","authors":"Gabriel Gentil;Amit Bhaya","doi":"10.1109/TCSS.2024.3408596","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3408596","url":null,"abstract":"We add a missing hypothesis, inadvertently omitted in [1], to Theorems 1, 2, and 3, namely that the sets of agents (nodes) influenced by players are disjoint. All the experimental results and simulations shown in the article satisfy the disjoint set hypothesis and remain valid, with no changes. The abstract and conclusion are modified to include the words “disjoint set” (of agents).","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 4","pages":"5554-5554"},"PeriodicalIF":4.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10638110","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16DOI: 10.1109/TCSS.2024.3427222
Jianping Huang;Licheng Li;Siyu Chen;Bin Chen;DanFeng Wang;Bin Hu
{"title":"Constructing an Optimal Prediction System for Infectious Disease","authors":"Jianping Huang;Licheng Li;Siyu Chen;Bin Chen;DanFeng Wang;Bin Hu","doi":"10.1109/TCSS.2024.3427222","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3427222","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 4","pages":"4544-4551"},"PeriodicalIF":4.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10638111","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16DOI: 10.1109/TCSS.2024.3427223
Imran Razzak;Reda Bouadjenek;Aamir Cheema;Ibrahim A. Hameed;Guandong Xu;Amin Beheshti
{"title":"Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP","authors":"Imran Razzak;Reda Bouadjenek;Aamir Cheema;Ibrahim A. Hameed;Guandong Xu;Amin Beheshti","doi":"10.1109/TCSS.2024.3427223","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3427223","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 4","pages":"4552-4555"},"PeriodicalIF":4.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10638109","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16DOI: 10.1109/TCSS.2024.3427211
{"title":"IEEE Transactions on Computational Social Systems Information for Authors","authors":"","doi":"10.1109/TCSS.2024.3427211","DOIUrl":"https://doi.org/10.1109/TCSS.2024.3427211","url":null,"abstract":"","PeriodicalId":13044,"journal":{"name":"IEEE Transactions on Computational Social Systems","volume":"11 4","pages":"C4-C4"},"PeriodicalIF":4.5,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10638070","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141993909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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