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IEEE Computer Society D&I Fund 电气和电子工程师学会计算机协会 D&I 基金
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3380231
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引用次数: 0
Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms? 与传统深度学习算法相比，生成式人工智能模型能否提取更深层次的情感？
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3374582
Mohammad Anas, Anam Saiyeda, Shahab Saquib Sohail, Erik Cambria, Amir Hussain
{"title":"Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms?","authors":"Mohammad Anas, Anam Saiyeda, Shahab Saquib Sohail, Erik Cambria, Amir Hussain","doi":"10.1109/mis.2024.3374582","DOIUrl":"https://doi.org/10.1109/mis.2024.3374582","url":null,"abstract":"Recent advances in the context of deep learning have led to the development of generative artificial intelligence (AI) models which have shown remarkable performance in complex language understanding tasks. This study proposes an evaluation of traditional deep learning algorithms and generative AI models for sentiment analysis. Experimental results show that RoBERTa outperforms all models, including ChatGPT and Bard, suggesting that generative AI models are not yet able to capture the nuances and subtleties of sentiment in text. We provide valuable insights into the strengths and weaknesses of different models for sentiment analysis and offer guidance for researchers and practitioners in selecting suitable models for their tasks.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"155 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Group Behavior Prediction and Evolution in Social Networks 社交网络中的群体行为预测与演变
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3366668
Jingchao Wang, Xinyi Zhang, Weimin Li, Xiao Yu, Fangfang Liu, Qun Jin
{"title":"Group Behavior Prediction and Evolution in Social Networks","authors":"Jingchao Wang, Xinyi Zhang, Weimin Li, Xiao Yu, Fangfang Liu, Qun Jin","doi":"10.1109/mis.2024.3366668","DOIUrl":"https://doi.org/10.1109/mis.2024.3366668","url":null,"abstract":"Group behavior prediction and evolution in social networks aims to accurately predict and model trends and patterns of group behavior through detailed analysis of massive user data, which is of great significance to the formulation of marketing strategies, user experience, and business strategies. Therefore, experts in various fields are actively exploring the potential of social network data to develop more accurate group behavior prediction and evolution models. This article provides an overview of these studies and explores the challenges and opportunities faced by group behavior prediction and evolution in social networks.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"4 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI’s 10 to Watch 人工智能十大看点
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3382790
{"title":"AI’s 10 to Watch","authors":"","doi":"10.1109/mis.2024.3382790","DOIUrl":"https://doi.org/10.1109/mis.2024.3382790","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"33 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society - Call for Papers IEEE 计算机协会 - 征稿启事
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3382796
{"title":"IEEE Computer Society - Call for Papers","authors":"","doi":"10.1109/mis.2024.3382796","DOIUrl":"https://doi.org/10.1109/mis.2024.3382796","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"92 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries 大型语言模型和应用：企业知识管理的重生与即时图书馆的崛起
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3366648
Daniel E. O’Leary
{"title":"Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries","authors":"Daniel E. O’Leary","doi":"10.1109/mis.2024.3366648","DOIUrl":"https://doi.org/10.1109/mis.2024.3366648","url":null,"abstract":"This article investigates how large language systems and the apps developed for them provide a platform for enterprise knowledge management. For those resulting systems to provide consistent and accurate responses for knowledge management, enterprises are using different approaches in their prompts, such as few-shot learning, specification of purpose, and chain-of-thought reasoning. As better and more successful prompts are being built, they are being captured and prompt libraries are being created.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"16 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society Information 电气和电子工程师学会计算机协会信息
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3380237
{"title":"IEEE Computer Society Information","authors":"","doi":"10.1109/mis.2024.3380237","DOIUrl":"https://doi.org/10.1109/mis.2024.3380237","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"5 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society Career Center 电气和电子工程师学会计算机协会职业中心
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3380239
{"title":"IEEE Computer Society Career Center","authors":"","doi":"10.1109/mis.2024.3380239","DOIUrl":"https://doi.org/10.1109/mis.2024.3380239","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"9 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society Has You Covered! IEEE 计算机协会为您提供服务！
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3382792
{"title":"IEEE Computer Society Has You Covered!","authors":"","doi":"10.1109/mis.2024.3382792","DOIUrl":"https://doi.org/10.1109/mis.2024.3382792","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"36 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Get Published in the New IEEE Transactions on Privacy 在新的《IEEE 隐私论文集》上发表文章
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-04-30 DOI: 10.1109/mis.2024.3383098
{"title":"Get Published in the New IEEE Transactions on Privacy","authors":"","doi":"10.1109/mis.2024.3383098","DOIUrl":"https://doi.org/10.1109/mis.2024.3383098","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"74 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140835635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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