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Information system integration

Wilhelm Hasselbring
2000 Communications of the ACM  
Wilhelm Hasselbring (hasselbring@acm.org) is an assistant professor at the Infolab in the Department of Information Management and Computer Science, Tilburg University, The Netherlands.  ...  Often, the information to be integrated for multimedia systems consists of composite objects comprising different media components such as text, video, image, or audio (for example, for digital libraries  ...  On a conceptual level, heterogeneity comes from different programming and data models as well as different understanding and modeling of the same real-world concepts, for example, the use of the same name  ... 
doi:10.1145/336460.336472 fatcat:3nvriqn5engcjarh5ufzhzbqv4

Emergent Semantics Systems [chapter]

Karl Aberer, Tiziana Catarci, Philippe Cudré-Mauroux, Tharam Dillon, Stephan Grimm, Mohand-Said Hacid, Arantza Illarramendi, Mustafa Jarrar, Vipul Kashyap, Massimo Mecella, Eduardo Mena, Erich J. Neuhold (+9 others)
2004 Lecture Notes in Computer Science  
With new standards like RDF or OWL paving the way for the much anticipated Semantic Web, a new breed of very large scale semantic systems is about to appear.  ...  Also, we characterize the resulting emergent semantics systems and provide a couple of hints vis-à-vis their potential applications.  ...  We can distinguish between those approaches providing a relational view of data sources and those systems using an approach based on objects.  ... 
doi:10.1007/978-3-540-30145-5_2 fatcat:k2taijhip5avtanpyh7vox5qgi

Toward a Distributed Knowledge Discovery system for Grid systems [article]

Nhien-An Le-Khac, Lamine Aouad, M-Tahar Kechadi
2017 arXiv   pre-print
In this chapter, we present a new DDM system combining dataset-driven and architecture-driven strategies.  ...  This system is based on a Grid middleware tools that integrate appropriate large data manipulation operations.  ...  This approach is different from [42] using only an E-range value for each absolute core point.  ... 
arXiv:1704.03538v1 fatcat:5f254fhzfvecrnqde5xy2euiya

Systems Engineering for Industrial Cyber–Physical Systems Using Aspects

Ilge Akkaya, Patricia Derler, Shuhei Emoto, Edward A. Lee
2016 Proceedings of the IEEE  
Emerging distributed CPS integrate a wide range of heterogeneous aspects such as physical dynamics, control, machine learning, and error handling.  ...  We also show how to use AO modeling for design-space exploration.  ...  An orthogonal modeling paradigm helps fault models to be integrated with the system design in a way that preserves separation of concerns.  ... 
doi:10.1109/jproc.2015.2512265 fatcat:dfstklsyz5f7hjugstlnhgiuxu

A multilevel learning management system

Genoveffa Tortora, Monica Sebillo, Giuliana Vitiello, Pietro D'Ambrosio
2002 Proceedings of the 14th international conference on Software engineering and knowledge engineering - SEKE '02  
In this paper we introduce a new approach to educational authoring, based on a multilevel development methodology. It allows and supports teachers to create their own multimedia learning environment.  ...  These systems represent the result of a requirement analysis performed in specific application domains and their functionality is meaningful for the domain experts.  ...  As a consequence, the author of an e-learning system is a separate individual who interacts with the instructor to complete his/her task.  ... 
doi:10.1145/568760.568856 dblp:conf/seke/TortoraSVD02 fatcat:xcigtbq7kzbf7osqkuhpx7ktzu

Systems Challenges for Trustworthy Embodied Systems [article]

Harald Rueß
2022 arXiv   pre-print
A new generation of increasingly autonomous and self-learning embodied systems is about to be developed.  ...  When deploying embodied systems into a real-life context we face various engineering challenges, as it is crucial to coordinate the behavior of embodied systems in a beneficial manner, ensure their compatibility  ...  For example, neuron coverage is trivially fulfilled for an ANN using a single test case.  ... 
arXiv:2201.03413v2 fatcat:hwprg3zjhvfuro3etecx2t4qua

An Analytics Environment Architecture for Industrial Cyber-Physical Systems Big Data Solutions

Eduardo A. Hinojosa-Palafox, Oscar M. Rodríguez-Elías, José A. Hoyo-Montaño, Jesús H. Pacheco-Ramírez, José M. Nieto-Jalil
2021 Sensors  
An architectural design reference for a Big Data analytics architecture is proposed.  ...  integrating Big Data technologies into industrial cyber-physical systems (iCPS).  ...  For example, an architecture that collects and integrates industrial data from IIoT and manufacturing information systems (MIS) is proposed in [15] with an approach for the model-driven generation of  ... 
doi:10.3390/s21134282 pmid:34201541 fatcat:vmoo3gfvd5ay5mlysrz6kdfwwa

Let's Get Physical: Computer Science Meets Systems [chapter]

Pierluigi Nuzzo, Alberto Sangiovanni-Vincentelli
2014 Lecture Notes in Computer Science  
We demonstrate our approach on a prototype design of an aircraft electric power system.  ...  and control software in a hierarchical and compositional manner.  ...  and United Technologies Corporation (UTC) via the iCyPhy consortium and by the TerraSwarm Research Center, one of six centers supported by the STARnet phase of the Focus Center Research Program (FCRP), a  ... 
doi:10.1007/978-3-642-54848-2_13 fatcat:7q3wu3z3rbfjpmsy3t6qogoj3a

Virtualization in Systems Biology: Metamodels and Modeling Languages for Semantic Data Integration [chapter]

Magali Roux-Rouquié, Michel Soto
2005 Lecture Notes in Computer Science  
After discussing why metamodels are made for, and the interplay of modeling languages in metamodel design, we presented a systemic metamodel-driven strategy to integrate semantically heterogeneous data  ...  Since data integration is a first-order priority in systems biology, we started developing a new method to manipulate data models through ordinary metadata transactions, i. e. by preserving the original  ...  Acknowledgments We thank Nicolas Caritey, Laurent Gaubert and Bénédicte Le Grand for helpful discussions.  ... 
doi:10.1007/978-3-540-32126-2_3 fatcat:6hmbn4ta2bhftknslwdgnsl2zy

Mobile Sensing Systems

Elsa Macias, Alvaro Suarez, Jaime Lloret
2013 Sensors  
Rich-sensor smart phones have made possible the recent birth of the mobile sensing research area as part of ubiquitous sensing which integrates other areas such as wireless sensor networks and web sensing  ...  Examples of social barriers are privacy concerns, restrictive laws in some countries and the absence of economic incentives that might encourage people to participate in a sensing campaign.  ...  Acknowledgements This work has been partially supported by the -Ministerio de Ciencia e Innovación‖, through the -Plan Nacional de I+D+i 2008-2011‖ in the -Subprograma de Proyectos de Investigación Fundamental  ... 
doi:10.3390/s131217292 pmid:24351637 pmcid:PMC3892889 fatcat:bkxomrzsk5ewlhj5hvxfpmocai

TiFL: A Tier-based Federated Learning System [article]

Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng
2020 arXiv   pre-print
We conduct a case study to show that heterogeneity in resource and data has a significant impact on training time and model accuracy in conventional FL systems.  ...  To further tame the heterogeneity caused by non-IID (Independent and Identical Distribution) data and resources, TiFL employs an adaptive tier selection approach to update the tiering on-the-fly based  ...  TIFL: A TIER-BASED FEDERATED LEARNING SYSTEM In this section, we present the design of the proposed tier-based federated learning system T FL. e key idea of a tier-based system is that given the global  ... 
arXiv:2001.09249v1 fatcat:fy5wb66e4fdavmdjegojnjomou

Multiple Mobile Robot Systems [chapter]

Lynne E. Parker, Daniela Rus, Gaurav S. Sukhatme
2016 Springer Handbook of Robotics  
For example, in the area of system integration, an open question is how to effectively allow robot teams to combine a spectrum of approaches toward achieving complete systems that can perform more than  ...  An example of a project with heterogeneous vehicles in an urban setting is shown in Fig. 53 .9.  ... 
doi:10.1007/978-3-319-32552-1_53 fatcat:rijl5w2zuvfyhjyx3drntjwvam

Compatible and Related Systems [chapter]

2008 Implementing Semantic Web Services  
Ontologies developed for a particular domain such as in e-business, e-government, e-tourism, etc.  ...  It can be seen as a search for a semistructured entity. Here approaches developed in the context of the Semantic Web, in particular the use of ontologies are a promising approach.  ... 
doi:10.1007/978-3-540-77020-6_13 fatcat:nzb6mnhs5zbgblvonlugn44j4i

Differential Privacy Techniques for Cyber Physical Systems: A Survey [article]

Muneeb Ul Hassan, Mubashir Husain Rehmani, Jinjun Chen
2019 arXiv   pre-print
Meanwhile, differential privacy emerged as an efficient technique to protect CPSs data privacy. In this paper, we present a comprehensive survey of differential privacy techniques for CPSs.  ...  In order to make CPSs data more secure, certain privacy preservation strategies such as encryption, and k-anonymity have been presented in the past.  ...  A detailed discussion about the integration of differential privacy with various deep learning models is presented in [45] .  ... 
arXiv:1812.02282v3 fatcat:bnapnprldnaetjnjedz473lrme

Programming Multiagent Systems without Programming Agents [chapter]

Munindar P. Singh, Amit K. Chopra
2010 Lecture Notes in Computer Science  
In this manner, we show how to treat the programming of a multiagent system as an architectural endeavor, leaving aside the programming of individual agents who might feature in a multiagent system as  ...  We consider the programming of multiagent systems from an architectural perspective.  ...  Acknowledgments Munindar Singh's research was partially supported by a gift from the Intel Research Council.  ... 
doi:10.1007/978-3-642-14843-9_1 fatcat:c3ia2tftvrca7gkrh2yostoo2q
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