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IEEE Annals of the History of Computing 电气和电子工程师学会计算机史年鉴
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3407895
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引用次数: 0
Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic Methods 因果神经符号人工智能:因果关系与神经符号方法的协同作用
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3395936
Utkarshani Jaimini, Cory Henson, Amit Sheth
{"title":"Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic Methods","authors":"Utkarshani Jaimini, Cory Henson, Amit Sheth","doi":"10.1109/mis.2024.3395936","DOIUrl":"https://doi.org/10.1109/mis.2024.3395936","url":null,"abstract":"Causal neurosymbolic AI (NeSyAI) combines the benefits of causality with NeSyAI. More specifically, it 1) enriches NeSyAI systems with explicit representations of causality, 2) integrates causal knowledge with domain knowledge, and 3) enables the use of NeSyAI techniques for causal AI tasks. The explicit causal representation yields insights that predictive models may fail to analyze from observational data. It can also assist people in decision-making scenarios where discerning the cause of an outcome is necessary to choose among various interventions.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"60 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524006","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 : 2024-06-24 DOI: 10.1109/mis.2024.3397180
{"title":"IEEE Computer Society Career Center","authors":"","doi":"10.1109/mis.2024.3397180","DOIUrl":"https://doi.org/10.1109/mis.2024.3397180","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"28 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510084","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 Graphics and Applications IEEE 计算机图形学与应用
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3407872
{"title":"IEEE Computer Graphics and Applications","authors":"","doi":"10.1109/mis.2024.3407872","DOIUrl":"https://doi.org/10.1109/mis.2024.3407872","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"22 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141523998","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:论文征集
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3407889
{"title":"IEEE Computer Society: Call for Papers","authors":"","doi":"10.1109/mis.2024.3407889","DOIUrl":"https://doi.org/10.1109/mis.2024.3407889","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"30 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524001","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
Foundation Models for Education: Promises and Prospects 教育基金会模式:承诺与前景
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3398191
Tianlong Xu, Richard Tong, Jing Liang, Xing Fan, Haoyang Li, Qingsong Wen
{"title":"Foundation Models for Education: Promises and Prospects","authors":"Tianlong Xu, Richard Tong, Jing Liang, Xing Fan, Haoyang Li, Qingsong Wen","doi":"10.1109/mis.2024.3398191","DOIUrl":"https://doi.org/10.1109/mis.2024.3398191","url":null,"abstract":"With the advent of foundation models like ChatGPT, educators are excited about the transformative role that artificial intelligence (AI) might play in propelling the next education revolution. The developing speed and the profound impact of foundation models in various industries force us to think deeply about the changes they will make to education, a domain that is critically important for the future of humans. In this article, we discuss the strengths of foundation models, such as personalized learning, education inequality, and reasoning capabilities, as well as the development of agent architecture tailored for education, which integrates AI agents with pedagogical frameworks to create adaptive learning environments. Furthermore, we highlight the risks and opportunities of AI overreliance and creativity. Finally, we envision a future where foundation models in education harmonize human and AI capabilities, fostering a dynamic, inclusive, and adaptive educational ecosystem.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"4 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524007","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
Computing in Science & Engineering 科学与工程中的计算
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3407893
{"title":"Computing in Science & Engineering","authors":"","doi":"10.1109/mis.2024.3407893","DOIUrl":"https://doi.org/10.1109/mis.2024.3407893","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"17 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524003","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: Call for Nominations 人工智能十大风云人物征集提名
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3397172
{"title":"AI’s 10 to Watch: Call for Nominations","authors":"","doi":"10.1109/mis.2024.3397172","DOIUrl":"https://doi.org/10.1109/mis.2024.3397172","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"41 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141523997","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
Computing Edge 计算边缘
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3397182
{"title":"Computing Edge","authors":"","doi":"10.1109/mis.2024.3397182","DOIUrl":"https://doi.org/10.1109/mis.2024.3397182","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"4 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524000","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
Toward Responsible Recommender Systems 实现负责任的推荐系统
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2024-06-24 DOI: 10.1109/mis.2024.3398190
Przemysław Kazienko, Erik Cambria
{"title":"Toward Responsible Recommender Systems","authors":"Przemysław Kazienko, Erik Cambria","doi":"10.1109/mis.2024.3398190","DOIUrl":"https://doi.org/10.1109/mis.2024.3398190","url":null,"abstract":"Recommender systems have transformed our digital experiences in many regards. We enumerate six of their positive effects on the economy and humans, such as greater user satisfaction, time savings, broadening user horizons, and positive behavioral nudging. However, it is crucial to acknowledge the potential downsides inherent in their design. One significant concern is that these algorithms often prioritize the interests of the company deploying them, aiming to maximize profits and user engagement rather than solely focusing on enhancing user experience. Therefore, we also list and consider two use cases and six negative long-term impacts on humans, including addiction, reduced ability to think critically, less autonomy, and weakened human relationships caused by more and more human-like virtual assistants. Despite the undeniable utility of recommender systems, it is imperative to approach them critically, advocating for transparency, ethical considerations, and user empowerment to ensure that they serve as tools for enrichment rather than exploitation. To accomplish this, the idea and challenges of responsible recommender systems (RRSs) are presented. RRSs extend common recommender systems with components related to individual human values and goals as well as widely accepted well-being and lifestyle guidelines.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"207 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141524005","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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