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Information Extraction from Wireless Sensor Networks: System and Approaches

Tariq ALSBOUI, Abdelrahman ABUARQOUB, Mohammad HAMMOUDEH, Zuhair BANDAR, Andy NISBET
2012 Sensors & Transducers  
WSN Information Extraction (IE) techniques can be classified into four categories depending on the factors that drive data acquisition: event-driven, time-driven, query-based, and hybrid.  ...  The benefits and shortcomings of different IE approaches are presented as motivation for future work into automatic hybridization and adaptation of IE mechanisms.  ...  The authors in [39] proposed a hybrid framework that deploys both event-driven and time-driven approaches. The idea is to use Complex Event Processing (CEP) to find meaningful events from raw data.  ... 
doaj:92c393ab88984c228eae80272ed2160b fatcat:j5tofrjpazdt5jdzf4ppdw53ey

A model-driven approach for processing complex events [article]

Istvan David
2012 arXiv   pre-print
In this paper, I present a novel, model-driven approach to define complex event patterns and directly generate event processing configuration for an open source CEP engine widely used in the industry.  ...  By adequate employing of complex event processing (CEP), valuable information can be extracted from the underlying complex system and used in controlling and decision situations.  ...  CONCLUSIONS The primary goal of my research work was to develop a model-driven approach for complex event processing that can be automatized to a certain level and to aid this approach with suitable tooling  ... 
arXiv:1204.2203v3 fatcat:wvn3vkcuzncu3jjtqxrxdvmwmu

Model-Driven Development Patterns for Mobile Services in Cloud of Things

Hongming Cai, Yizhi Gu, Athanasios V. Vasilakos, Boyi Xu, Jun Zhou
2018 IEEE Transactions on Cloud Computing  
Cloud of Things (CoT) is an integration of Internet of Things (IoT) and cloud computing for intelligent and smart application especially in mobile environment.  ...  For the purpose of building cloud-enabled mobile applications in a configurable and adaptive way, Model-Driven Development Patterns based on semantic reasoning mechanism are provided towards CoT application  ...  And our approach provide a RESTful API and related data source so as to provide an easy access manner for web-based applications.  ... 
doi:10.1109/tcc.2016.2526007 fatcat:ynbla76ulra6dddolubipvfhda

A Rule-Based Language for Complex Event Processing and Reasoning [chapter]

Darko Anicic, Paul Fodor, Sebastian Rudolph, Roland Stühmer, Nenad Stojanovic, Rudi Studer
2010 Lecture Notes in Computer Science  
However logic-based approaches are not optimized for run-time event recognition (as they are mainly query-driven systems).  ...  In this paper, we present an expressive logic-based language for specifying and combining complex events. For this language we provide both a syntax as well as a formal declarative semantics.  ...  Our approach clearly substantiates existing event-driven systems with declarative semantics and the power of knowledge-based event processing.  ... 
doi:10.1007/978-3-642-15918-3_5 fatcat:2grfdperqvbpfpn3lka3t2rcie

Model-driven rule composition for event-based systems

Hannes Obweger, Josef Schiefer, Martin Suntinger, Peter Kepplinger
2011 International Journal of Business Process Integration and Management  
Reference to this paper should be made as follows: Obweger, H., Schiefer, J., Suntinger, M. and Kepplinger, P. (2011) 'Model-driven rule composition for event-based systems', Int.  ...  This includes models for event-type and correlation information, virtual business-object representations, event patterns ('sense') and actions ('respond'), as well as event processing networks.  ...  The work presented in this article is part of a larger, long-term research effort aiming at the development of a rule-management system for event-based systems.  ... 
doi:10.1504/ijbpim.2011.043392 fatcat:jhsbm5eabbf2vp6ofrftkktsyy

An event-driven approach for agent-based business process enactment

Payal Chakravarty, Munindar P. Singh
2007 Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems - AAMAS '07  
The contributions of this paper include (1) an event-driven architecture, (2) a specification language that combines event logic with rules and (3) a methodology to incorporate events into a process (such  ...  This paper proposes an event-driven architecture that enriches such models with events resulting in a more robust and proactive system.  ...  This paper described an approach for agent-based business process enactment that takes care of these issues.  ... 
doi:10.1145/1329125.1329383 dblp:conf/atal/ChakravartyS07 fatcat:zpfipr2singtffnvv3h7rq5vkq

Automated Journalism 2.0: Event-driven narratives

David Caswell, Konstantin Dörr
2017 Journalism Practice  
This article introduces an exploratory computational approach to extending the realm of automated journalism from simple descriptions to richer and more complex event driven narratives, based on original  ...  Abstract This article introduces an exploratory computational approach to extending the realm of automated journalism from simple descriptions to richer and more complex event-driven narratives, based  ...  reviewer for helpful and constructive comments.  ... 
doi:10.1080/17512786.2017.1320773 fatcat:ukf35eandfdbdi77ayy32ktfvu

On Complex Event Processing for Real-Time Situational Awareness [chapter]

Nenad Stojanovic, Alexander Artikis
2011 Lecture Notes in Computer Science  
In this paper we give an overview of the existing research results and open research challenges in applying complex event processing for real-time situational awareness.  ...  We consider two different viewpoints: better detection of emerging complex situations and prediction of future situations.  ...  In this paper we give an overview of the application of complex event processing for the real-time situational awareness from these two different viewpoints: better detection of emerging complex situations  ... 
doi:10.1007/978-3-642-22546-8_10 fatcat:ktmiknbpefc2jdcwzbtle7oyeu

Using Policies for Handling Complexity of Event-Driven Architectures [chapter]

Tobias Freudenreich, Stefan Appel, Sebastian Frischbier, Alejandro P. Buchmann
2014 Lecture Notes in Computer Science  
An enhanced message-oriented middleware processes the policies and automatically generates components which execute the policies.  ...  We suggest a novel approach to handle the complexity of these systems: users focus on the desired behavior of the system and use a declarative policy language (DPL) to state these behaviors.  ...  Funded in part by the German Federal Ministry of Education and Research (BMBF) grant 01IS12054. The authors assume responsibility for the content.  ... 
doi:10.1007/978-3-319-09970-5_12 fatcat:3l3bdvdwhbhflnrbjtjt4qqmje

A Rule-Based Agent Framework for Weakly-Structured Scientific Workflows [chapter]

Zhili Zhao, Adrian Paschke
2013 Lecture Notes in Business Information Processing  
Compared with the related efforts, the formal model in this paper focuses on conversation-based reactive workflow logic representation and event-driven computation of complex event patterns.  ...  This paper gives a Concurrent Transaction Logic (CT R)based formal model for Weakly-structured Scientific Workflows (WsS-WFs) and further implements it in an open source rule language Prova.  ...  [1] propose an event-driven complex event detection approach of detecting complex event patterns based on CT R.  ... 
doi:10.1007/978-3-642-41687-3_27 fatcat:mvafogllcndx7bocgld2o5egkq

Situation Detection on the Edge

Dimitris Apostolou, Yiannis Verginadis, Nikos Papageorgiou, Andreas Tsagkaropoulos, Gregoris Mentzas
2019 Zenodo  
Moreover, we designed it to be independent of Complex Event Processing libraries and we have shown that it can operate with both the Siddhi and Drools libraries.  ...  This paper presents Situation Detection Mechanism, a software component which uses Complex Event Processing in order to detect situations where the edge infrastructure requires an adaptation. so as it  ...  This work is partly funded by the H2020 PrestoCloud project-Proactive Cloud Resources Management at the Edge for Efficient Real-Time Big Data Processing (732339).  ... 
doi:10.5281/zenodo.3559681 fatcat:udlfn63hwna5nedpeafyvixlaq

A Semiotics-inspired Domain-Specific Modeling Language for Complex Event Processing Rules [article]

Herbertt Diniz, Kiev Gama, Robson Fidalgo
2017 arXiv   pre-print
Complex Event Processing (CEP) is one technique used to the handling data flows.  ...  It allows pre-establishing conditions through rules and firing events when certain patterns are found in the data flows.  ...  Complex Event Processing CEP uses an event-driven approach.  ... 
arXiv:1708.05233v1 fatcat:sjncro7oc5ffjodjrsifayojf4

Rule responder HCLS eScience infrastructure

Adrian Paschke
2008 Proceedings of the 3rd International Conference on the Pragmatic Web Innovating the Interactive Society - ICPW '08  
The emerging field of integrative bioinformatics provides enabling methods and technologies for transparent information integration across distributed heterogenous data sources, tools and services.  ...  end-users by enabling them to express in a declarative rule-based way how to turn existing information into personally relevant information and how to react or make automated decisions on top of it.  ...  by an event algebra) • Messaging reaction rules to define conversation-based workflow reaction and behavioral logic based on complex event processing Prova follows the spirit and design of the W3C Semantic  ... 
doi:10.1145/1479190.1479199 dblp:conf/icpw/Paschke08 fatcat:qs66putsofamrmfvhjhfplcjea

A Homogeneous Reaction Rule Language for Complex Event Processing [article]

Adrian Paschke, Alexander Kozlenkov, Harold Boley
2010 arXiv   pre-print
Event-driven automation of reactive functionalities for complex event processing is an urgent need in today's distributed service-oriented architectures and Web-based event-driven environments.  ...  It also supports distributed complex event processing, event messaging and event querying via efficient and scalable enterprise middleware technologies and event/action reasoning based on an event/action  ...  In section 3 we develop an interval-based event algebra which supports logic-based complex event processing in three phases: event definition, event selection (detection/querying) and event consumption  ... 
arXiv:1008.0823v1 fatcat:4i66ebqkdja5zmbjkapwlnr3di

Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment [chapter]

Angelina Prima Kurniati, Eric Rojas, Kieran Zucker, Geoff Hall, David Hogg, Owen Johnson
2021 Studies in Health Technology and Informatics  
Process mining is one of the approaches that can be used to visualize and analyze these complex pathways.  ...  This approach should be of interest to others dealing with complex medical and healthcare processes.  ...  A straight-forward process mining approach would not be as useful as an iterative approach based on the feedback gathered from clinical experts. Clinical perspective.  ... 
doi:10.3233/shti210279 pmid:34042682 fatcat:2zmb3h5kv5dmdo42w62ivcxx5y
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