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Parallel Intelligence in CPSSs: Being, Becoming, and Believing CPSS 中的并行智能：存在、成为和信仰
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-12-08 DOI: 10.1109/mis.2023.3284694
Jing Yang, Xiao Wang, Yonglin Tian, Xiao Wang, Fei-Yue Wang
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引用次数: 0
Smart Decentralized Autonomous Organizations and Operations for Smart Societies: Human–Autonomous Organizations for Industry 5.0 and Society 5.0 智能社会的智能分散自治组织与运作：工业 5.0 和社会 5.0 的人类自主组织
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-12-08 DOI: 10.1109/mis.2023.3324471
Xiao Wang, Yutong Wang, Mariana Netto, Larry Stapleton, Zhe Wan, Fei-Yue Wang
{"title":"Smart Decentralized Autonomous Organizations and Operations for Smart Societies: Human–Autonomous Organizations for Industry 5.0 and Society 5.0","authors":"Xiao Wang, Yutong Wang, Mariana Netto, Larry Stapleton, Zhe Wan, Fei-Yue Wang","doi":"10.1109/mis.2023.3324471","DOIUrl":"https://doi.org/10.1109/mis.2023.3324471","url":null,"abstract":"This article explores the concept of human–autonomous organizations (HAOs) based on decentralized autonomous organizations (DAOs) and operations as well as human, artificial, natural, and organizational intelligence and their roles in shaping smart societies in the context of Industry 5.0 and Society 5.0. It discusses the potential of AI-generated content and prompt engineering in specific goal-guided manufacture and governance. Additionally, the article introduces the concept of the HAO as a framework for integrating human intelligence to achieve fair, transparent, and accountable decision making within DAOs. The proposed HAO reduces the risk of instability and unreliability in “human-in-the-loop” copilot systems and human–machine hybrid systems, leading to more reliable, secure, and flexible systems. It provides insights into the future management of smart societies and the symbiotic relationship between human ingenuity and the suite of emerging new AI technologies.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"20 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138576713","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 : 2023-12-08 DOI: 10.1109/mis.2023.3328527
{"title":"IEEE Computer Society Career Center","authors":"","doi":"10.1109/mis.2023.3328527","DOIUrl":"https://doi.org/10.1109/mis.2023.3328527","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"37 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142222362","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
Over the Rainbow: 21st Century Security & Privacy Podcast 彩虹之上：21 世纪安全与隐私播客
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-12-08 DOI: 10.1109/mis.2023.3329551
{"title":"Over the Rainbow: 21st Century Security & Privacy Podcast","authors":"","doi":"10.1109/mis.2023.3329551","DOIUrl":"https://doi.org/10.1109/mis.2023.3329551","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"31 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142222364","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
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence 在可解释和可信赖的人工智能中指导人类评估的操作框架
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-11-20 DOI: 10.1109/mis.2023.3334639
Roberto Confalonieri, Jose Maria Alonso-Moral
{"title":"An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence","authors":"Roberto Confalonieri, Jose Maria Alonso-Moral","doi":"10.1109/mis.2023.3334639","DOIUrl":"https://doi.org/10.1109/mis.2023.3334639","url":null,"abstract":"The assessment of explanations by humans presents a significant challenge within the context of explainable and trustworthy artificial intelligence. This is attributed not only to the absence of universal metrics and standardized evaluation methods but also to the complexities tied to devising user studies that assess the perceived human comprehensibility of these explanations. To address this gap, we introduce a survey-based methodology for guiding the human evaluation of explanations. This approach amalgamates leading practices from existing literature and is implemented as an operational framework. This framework assists researchers throughout the evaluation process, encompassing hypothesis formulation, online user study implementation and deployment, and analysis and interpretation of collected data. The application of this framework is exemplified through two practical user studies.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"11 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140002424","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 CS - Call for Papers IEEE CS - 征稿启事
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-11-01 DOI: 10.1109/mis.2023.3329553
{"title":"IEEE CS - Call for Papers","authors":"","doi":"10.1109/mis.2023.3329553","DOIUrl":"https://doi.org/10.1109/mis.2023.3329553","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"197 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139305688","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 D & I Fund: Drive Diversity & Inclusion in Computing IEEE 计算机协会 D & I 基金：推动计算机领域的多样性和包容性
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-11-01 DOI: 10.1109/mis.2023.3328519
{"title":"IEEE Computer Society D & I Fund: Drive Diversity & Inclusion in Computing","authors":"","doi":"10.1109/mis.2023.3328519","DOIUrl":"https://doi.org/10.1109/mis.2023.3328519","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"45 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139298215","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 Computing in Science & Engineering IEEE 科学与工程计算
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-11-01 DOI: 10.1109/mis.2023.3329549
{"title":"IEEE Computing in Science & Engineering","authors":"","doi":"10.1109/mis.2023.3329549","DOIUrl":"https://doi.org/10.1109/mis.2023.3329549","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"190 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139302344","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
CRule: Category-Aware Symbolic Multihop Reasoning on Knowledge Graphs 知识图上的类别感知符号多跳推理
IF 6.4 3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-09-01 DOI: 10.1109/MIS.2023.3291567
Zikang Wang, Linjing Li, Jinlin Li, Pengfei Zhao, D. Zeng
{"title":"CRule: Category-Aware Symbolic Multihop Reasoning on Knowledge Graphs","authors":"Zikang Wang, Linjing Li, Jinlin Li, Pengfei Zhao, D. Zeng","doi":"10.1109/MIS.2023.3291567","DOIUrl":"https://doi.org/10.1109/MIS.2023.3291567","url":null,"abstract":"Multihop reasoning is essential in knowledge graph (KG) research and applications. Current methods rely on specific KG entities, while human cognition operates at a more abstract level. This article proposes a category-aware rule-based (CRule) approach for symbolic multihop reasoning. Specifically, given a KG, CRule first categorizes entities and constructs a category-aware KG; it then uses rules retrieved from the categorized KG to perform multihop reasoning on the original KG. Experiments on five datasets show that CRule is simple, is effective, and combines the advantages of symbolic and neural network methods. It overcomes symbolic reasoning’s complexity limitations, can perform reasoning on KGs of more than 300,000 edges, and can be three times more efficient than neural network models.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"38 1","pages":"56-64"},"PeriodicalIF":6.4,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45862641","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 Diversity and Inclusion Fund IEEE多样性和包容性基金
3区 计算机科学
IEEE Intelligent Systems Pub Date : 2023-09-01 DOI: 10.1109/mis.2023.3313500
{"title":"IEEE Diversity and Inclusion Fund","authors":"","doi":"10.1109/mis.2023.3313500","DOIUrl":"https://doi.org/10.1109/mis.2023.3313500","url":null,"abstract":"","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135639131","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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