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Towards A Cache-Enabled, Order-Aware, Ontology-Based Stream Reasoning Framework

Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness
2016 The Web Conference  
In this paper, we propose a cache-enabled, order-aware, ontology-based stream reasoning framework. This framework consumes RDF streams with expiration timestamps assigned by the streaming source.  ...  WWW2016 Workshop: Linked Data on the Web (LDOW2016). to the expected reasoning, thus enabling the eviction algorithms to be more context-and reasoning-aware when choosing what data to maintain for question  ...  It was conducted under the Laboratory Directed Research and Development Program at PNNL, a multi-program national laboratory operated by Battelle for the U.S. Department of Energy.  ... 
dblp:conf/www/YanPSM16 fatcat:7vgj3qtv3nayfp7223agzllety

Towards Smart Cache Management for Ontology Based, History-Aware Stream Reasoning

Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness
2015 International Semantic Web Conference  
In this paper, we propose an innovative approach to enable history-aware reasoning by utilizing semantic technologies in a data cache with a statistics-based cache management policy.  ...  Stream reasoning is an exciting multidisciplinary research area that combines stream processing and semantic reasoning.  ...  It was conducted under the Laboratory Directed Research and Development (LDRD) program at PNNL, a multi-program national laboratory operated by Battelle for the U.S.  ... 
dblp:conf/semweb/YanPSM15 fatcat:5wpwghxp5rb27nuhujvtbvlmoy

Semantic-Based Knowledge Dissemination and Extraction in Smart Environments

M. Ruta, F. Scioscia, E. Di Sciascio, D. Rotondi, S. Piccione
2013 2013 27th International Conference on Advanced Information Networking and Applications Workshops  
This paper presents a semantic content-centric framework enabling cooperative environments where resources can be discovered, queried and inventoried by autonomous objects in a peer-to-peer, collaborative  ...  Logic-based standard and non-standard inference services can be exploited in matchmaking and negotiation for service/resource discovery and on-the-fly reasoning, as well as for large-scale analyses.  ...  Reasoning on stream data: the u-KB approach allows exploiting expressive background knowledge (ontologies) and to support non-standard inference tasks for stream reasoning [13] , enabling more robust  ... 
doi:10.1109/waina.2013.249 dblp:conf/aina/RutaSSRP13 fatcat:d43rbifwmvd2dpjvegte4dxs5e

The MASSIF platform: a modular and semantic platform for the development of flexible IoT services

Pieter Bonte, Femke Ongenae, Femke De Backere, Jeroen Schaballie, Dörthe Arndt, Stijn Verstichel, Erik Mannens, Rik Van de Walle, Filip De Turck
2016 Knowledge and Information Systems  
Applications can have a notion of context-awareness by combining this sensed data, or by processing the combined data.  ...  In this paper, we present MASSIF, a data-driven platform for the semantic annotation of and reasoning on IoT data.  ...  It is able to annotate and abstract raw data from the AAL systems, based on pre-designed ontologies. Service providers enable specific applications based on the context-aware middleware.  ... 
doi:10.1007/s10115-016-0969-1 fatcat:zcw5ldd3dbfgpf24i4ul3xhz74

Towards Context-Aware Telecom End User Services through SOA [chapter]

Philipp H. Mohr, Giuseppe Raffa, Marina Pettinari, Tullio Salmon Cinotti, Cristina Frà, Claudio Venezia, Paolo Protto
2009 Lecture Notes in Computer Science  
In this paper a SOA inspired context-aware platform for enabling context-aware Telecom services is presented.  ...  An example application bridging the gap between data collected through a user's mobile phone and a web based portal in order to provide a Virtual Location Application through our platform is presented.  ...  In order for context-aware services to widely emerge, service matching and dynamic composition based on context are essential.  ... 
doi:10.1007/978-3-540-93851-4_31 fatcat:6aqtbgmikrbyjj2scrhvsgrroi

Semantic web technologies in pervasive computing: A survey and research roadmap

Juan Ye, Stamatia Dasiopoulou, Graeme Stevenson, Georgios Meditskos, Efstratios Kontopoulos, Ioannis Kompatsiaris, Simon Dobson
2015 Pervasive and Mobile Computing  
O↵ering powerful representation facilities and reasoning techniques, these technologies are rapidly gaining attention towards facing a range of issues such as data and knowledge modelling, querying, reasoning  ...  This article reviews the application of the Semantic Web to pervasive and sensor-driven systems with a focus on information modelling and reasoning along with streaming data and uncertainty handling.  ...  Rules are applied to the consequences derived by means of ontology reasoning, and a↵ect the knowledge base lightly. Such a framework is the Service-Oriented Context-Aware Middleware (SOCAM ) [58] .  ... 
doi:10.1016/j.pmcj.2014.12.009 fatcat:dehfs5inkbexpagk265co5tvxi

Towards a Semantically Enriched Local Dynamic Map

Thomas Eiter, Herbert Füreder, Fritz Kasslatter, Josiane Xavier Parreira, Patrik Schneider
2018 International Journal of Intelligent Transportation Systems Research  
We introduce our envisioned architecture which includes an LDM ontology, an integration and annotation framework, and a stream query answering component.  ...  We aim to provide a semantically enriched LDM that applies Semantic Web technologies, in particular ontologies, in combination with spatial stream databases.  ...  Finally, the framework can be directed towards methods for complex event detection and model-based diagnosis. - Cooperative Awareness Messages (CAM) provide high frequency status updates of a vehicle's  ... 
doi:10.1007/s13177-018-0154-x fatcat:v7memg7dcncyth63ry5x7bzu74

XTalk: A middleware for personalized service discovery in Future Internet

Preston Rodrigues, Soraya Ait Chellouche, Yerom-David Bromberg, Laurent Reveillere, Daniel Negru
2012 2012 International Conference on Telecommunications and Multimedia (TEMU)  
Such a heterogeneous environment (device and network) reinforces the need of a system that enable context-aware provisioning of multimedia resources to realize the some of the needs of FI like personalized  ...  In this paper, we present XTalk : a context-aware multimedia service provisioning middleware.  ...  Acknowledgements This work is supported by the European research project ALICANTE within the framework of the EU FP7 in ICT, under grant agreement No. 248652/ /ICT-ALICANTE/  ... 
doi:10.1109/temu.2012.6294738 dblp:conf/temu/RodriguesCBRN12 fatcat:wr2k6dncmvhe3pnks4niodmcsq

Towards a Distributed, Scalable and Real-Time RDF Stream Processing Engine

Xiangnan Ren
2016 International Semantic Web Conference  
The research conducting in this PhD adopts this approach and aims to create a production-ready RSP engine which will be based on domain standards, e.g., Apache Kafka and Spark Streaming.  ...  The cost of implementing such systems from scratch is very high and usually one prefers to program components on top of a framework that possesses these properties, e.g., Apache Hadoop or Apache Spark.  ...  Intuitively, the goal is to seamlessly integrate novel ontologies, data/knowledge repositories and sets of queries within a highly distributed, reasoning-enabled, continuous query and complex event processing  ... 
dblp:conf/semweb/Ren16 fatcat:ktpaymr7e5hefdonsfmx2vwnyy

Internet of Smart City Objects: A Distributed Framework for Service Discovery and Composition

Fikret Sivrikaya, Nizar Ben-Sassi, Xuan-Thuy Dang, O. Can Gorur, Christian Kuster
2019 IEEE Access  
The three major enablers that are identified in this direction are 1) a semantic functional description of city objects, representing physical devices or abstract services; 2) a distributed service directory  ...  This paper presents our methodology of transforming the complex smart city concept and its digital layer into a structured model for creating a dynamic and adaptive service ecosystem in the digital cities  ...  Other logic languages such as Modal Logic, Full-First-Order Logic and Higher-Order Logic are more expressive, but do not allow complete or solvable reasoning.  ... 
doi:10.1109/access.2019.2893340 fatcat:apvn33up2jfrhemnnizqlzwxym

Toward a Standard Rule Language for Semantic Integration of the DoD Enterprise

Suzette Stoutenburg, Leo Obrst, Deborah Nichols, Jason Peterson, Adrian Johnson
2005 W3C Workshops  
A Rule Language Standard is required to realize the full benefits of rule separation including the sharing of rule abstractions across disparate domains, thus enabling interoperability across the enterprise  ...  As the complexity and tempo of the world increase, C2 systems must move to a new paradigm that supports the ability to dynamically modify system behavior in complex, changing environments.  ...  Machine to Machine (M2M) Interactions A standard rule framework built to operate over ontologies can enable machine to machine interfaces in a number of DoD environments.  ... 
dblp:conf/w3c/StoutenburgONPJ05 fatcat:kb47ykozrvdwtmev4roqncivvu

CityPulse: Large Scale Data Analytics Framework for Smart Cities

Dan Puiu, Payam Barnaghi, Ralf Tonjes, Daniel Kumper, Muhammad Intizar Ali, Alessandra Mileo, Josiane Xavier Parreira, Marten Fischer, Sefki Kolozali, Nazli Farajidavar, Feng Gao, Thorben Iggena (+4 others)
2016 IEEE Access  
data and social media data streams.  ...  The benefits and the effectiveness of the framework are demonstrated in a use-case scenario implementation presented in this paper. INDEX TERMS Data analytics framework, smart cities.  ...  The semantic annotation module enables to annotate the parsed sensory data based on the CityPulse ontologies, such as Stream Annotation Ontology (SAO), and Quality Ontology (QO) and publish them on the  ... 
doi:10.1109/access.2016.2541999 fatcat:zpqzmyli7rdz7gktmedbvwovb4

Enabling Internet-of-Things services in the MobilityFirst Future Internet Architecture

Jun Li, Yan Shvartzshnaider, John-Austen Francisco, Richard P. Martin, Dipankar Raychaudhuri
2012 2012 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)  
We then present a detailed example of a location based service built using MobilityFirst.  ...  In particular, MobilityFirst's identity based routing, overloaded identities, content caching and innetwork compute plane are excellent building blocks for IoT applications.  ...  It uses a resource description framework (RDF) [14] and a web ontology language (OWL) [15] to define the relationship between data sources in web pages.  ... 
doi:10.1109/wowmom.2012.6263787 dblp:conf/wowmom/LiSFMR12 fatcat:enyzbfyvorh4bnfyl64d6ux5uu

Auspice: Automatic Service Planning in Cloud/Grid Environments [chapter]

David Chiu, Gagan Agrawal
2011 Grids, Clouds and Virtualization  
This metadata ii framework enables an automatic workflow composition algorithm, which exhaustively enumerates relevant scientific workflow plans given a few key parameters -a marked departure from requiring  ...  Initially, a two-level metadata management framework is introduced. In the top-level, Auspice captures semantic dependencies among available, shared processes and data sets with an ontology.  ...  This effectively enables a framework for data/service sharing.  ... 
doi:10.1007/978-0-85729-049-6_5 fatcat:prikikmcpfdx3ps7554efsh4ti

Knowledge-infused and consistent Complex Event Processing over real-time and persistent streams

Qunzhi Zhou, Yogesh Simmhan, Viktor Prasanna
2017 Future generations computer systems  
In this article, we introduce a Knowledge-infused CEP (X-CEP) framework that provides domain-aware knowledge query constructs along with temporal operators that allow end-to-end queries to span across  ...  event streams from a campus-microgrid IoT deployment.  ...  Acknowledgment This material is based upon work supported by the United States Department of Energy under Award Number DOE-0000192 and the National Science Foundation under Award CCF-1048311.  ... 
doi:10.1016/j.future.2016.10.030 fatcat:gvqp34dfvbfwjbefip5cu35tsm
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