IEEE Intelligent Systems最新文献

Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing. 基于隐私保护的众感智能流行病监测。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2022-07-01 DOI: 10.1109/mis.2022.3145691

Hafiz Asif, Periklis A Papakonstantinou, Stephanie Shiau, Vivek Singh, Jaideep Vaidya

{"title":"Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing.","authors":"Hafiz Asif, Periklis A Papakonstantinou, Stephanie Shiau, Vivek Singh, Jaideep Vaidya","doi":"10.1109/mis.2022.3145691","DOIUrl":"https://doi.org/10.1109/mis.2022.3145691","url":null,"abstract":"Intelligently responding to a pandemic like Covid-19 requires sophisticated models over accurate real-time data, which is typically lacking at the start, e.g., due to deficient population testing. In such times, crowdsensing of spatially tagged disease-related symptoms provides an alternative way of acquiring real-time insights about the pandemic. Existing crowdsensing systems aggregate and release data for pre-fixed regions, e.g., counties. However, the insights obtained from such aggregates do not provide useful information about smaller regions - e.g., neighborhoods where outbreaks typically occur - and the aggregate-and-release method is vulnerable to privacy attacks. Therefore, we propose a novel differentially private method to obtain accurate insights from crowdsensed data for any number of regions specified by the users (e.g., researchers and a policy makers) without compromising privacy of the data contributors. Our approach, which has been implemented and deployed, informs the development of the future privacy-preserving intelligent systems for longitudinal and spatial data analytics.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"37 4","pages":"88-96"},"PeriodicalIF":6.4,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718449/pdf/nihms-1837668.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9731179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}

引用次数: 3

How Will the Internet of Things Enable Augmented Personalized Health? 物联网如何实现增强型个性化医疗？

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2018-01-01 Epub Date: 2018-05-08 DOI: 10.1109/MIS.2018.012001556

Amit Sheth, Utkarshani Jaimini, Hong Yung Yip

引用次数: 0

Topic-Aware Physical Activity Propagation in a Health Social Network. 健康社会网络中话题感知的体育活动传播

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2016-01-01 Epub Date: 2016-01-22 DOI: 10.1109/MIS.2015.92

Nhathai Phan, Javid Ebrahimi, Dave Kil, Brigitte Piniewski, Dejing Dou

引用次数: 20

Opportunities for Operations Research in Medical Decision Making. 运筹学在医疗决策中的应用。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2014-05-01

Sait Tunc, Oguzhan Alagoz, Elizabeth Burnside

引用次数: 0

Recent Advances in Computational Epidemiology. 计算流行病学的最新进展。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2013-07-01 DOI: 10.1109/MIS.2013.114

Madhav Marathe, Naren Ramakrishnan

引用次数: 40

Imaging the Social Brain by Simultaneous Hyperscanning During Subject Interaction. 受试者互动过程中同步超扫描的社会脑成像。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2011-10-01 DOI: 10.1109/MIS.2011.61

Laura Astolfi, Jlenia Toppi, Fabrizio De Vico Fallani, Giovanni Vecchiato, Febo Cincotti, Christopher T Wilke, Han Yuan, Donatella Mattia, Serenella Salinari, Bin He, Fabio Babiloni

引用次数: 91

Learning Setting-Generalized Activity Models for Smart Spaces. 智能空间的学习设置-广义活动模型。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2010-09-09 DOI: 10.1109/MIS.2010.112

Diane J Cook

引用次数: 425

The CKC Challenge: Exploring Tools for Collaborative Knowledge Construction. CKC挑战:探索协作知识构建的工具。

IF 6.4 3区计算机科学

IEEE Intelligent Systems Pub Date : 2008-01-01 DOI: 10.1109/MIS.2008.14

Natalya F Noy, Abhita Chugh, Harith Alani

{"title":"The CKC Challenge: Exploring Tools for Collaborative Knowledge Construction.","authors":"Natalya F Noy, Abhita Chugh, Harith Alani","doi":"10.1109/MIS.2008.14","DOIUrl":"https://doi.org/10.1109/MIS.2008.14","url":null,"abstract":"The great success of Web 2.0 is mainly fuelled by an infrastructure that allows web users to create, share, tag, and connect content and knowledge easily. The tools for developing structured knowledge in this manner have started to appear as well. However, there are few, if any, user studies that are aimed at understanding what users expect from such tools, what works and what doesn't. We organized the Collaborative Knowledge Construction (CKC) Challenge to assess the state of the art for the tools that support collaborative processes for creation of various forms of structured knowledge. The goal of the Challenge was to get users to try out different tools and to learn what users expect from such tools-features that users need, features that they like or dislike. The Challenge task was to construct structured knowledge for a portal that would provide information about research. The Challenge design contained several incentives for users to participate. Forty-nine users registered for the Challenge; thirty-three of them participated actively by using the tools. We collected extensive feedback from the users where they discussed their thoughts on all the tools that they tried. In this paper, we present the results of the Challenge, discuss the features that users expect from tools for collaborative knowledge constructions, the features on which Challenge participants disagreed, and the lessons that we learned.","PeriodicalId":13160,"journal":{"name":"IEEE Intelligent Systems","volume":"23 1","pages":"64-68"},"PeriodicalIF":6.4,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/MIS.2008.14","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"32221917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}

引用次数: 73