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Ontology-based situation recognition for context-aware systems

Judie Attard, Simon Scerri, Ismael Rivera, Siegfried Handschuh
2013 Proceedings of the 9th International Conference on Semantic Systems - I-SEMANTICS '13  
An ontology-based graph matching technique continuously compares a person's 'live context', with all previously-stored situations, both of which are represented as an instance of the DCON Context Ontology  ...  In this paper we present the matching technique employed to enable automatic situation recognition, and an experiment to evaluate its performance based on real users and their perceived context data.  ...  CONCLUSION In this paper we presented an ontology-based situation recognition technique that can be employed by any context-aware system that is capable of extracting information corresponding to the concepts  ... 
doi:10.1145/2506182.2506197 dblp:conf/i-semantics/AttardSRH13 fatcat:cy7ljp3frfgshchn4ai62jswry

Ubiquitous Supervisory System Based on Social Contexts Using Ontology

Satoru Izumi, Kazuhiro Yamanaka, Yoshikazu Tokairin, Hideyuki Takahashi, Takuo Suganuma, Norio Shiratori
2009 Mobile Information Systems  
As described in this paper, we specifically examine design of Social Context Awareness using ontology technologies.  ...  To achieve this, we have proposed a ubiquitous supervisory system "uEyes", which introduces Social Context Awareness: a distinguishing feature for supervision.  ...  Acknowledgements This work was partially supported by Sendai Intelligent Knowledge Cluster and Ministry of Education, Culture, Sports, Science and Technology Grants-in-Aid for Scientific Research, 19200005  ... 
doi:10.1155/2009/950345 fatcat:qkobhpaq4jco3jvcc74epuzzzm

Intelligent Agent Architecture for Context Aware Service

Mechelle Grace Zaragoza, Haeng-Kon Kim
2018 International Journal of Control and Automation  
The ultimate goal of this study is to develop an intelligent agent platform for the ontological context-based service and apply the intelligent agent platform developed to the health care application domain  ...  Tounderstand fully what agent technology is and what has led to its huge popularity in the academic and commercial world, agent-based system technology provides a new paradigm for the design and implementation  ...  supported by the MSIP (Ministry of Science, ICT and Future Planning), Korea, under the ITRC (Information Technology Research Center) support program (IITP-2018-2013-1-0087) supervised by the IITP (Institute for  ... 
doi:10.14257/ijca.2018.11.10.05 fatcat:z6kqr7bz6vcizogjtk6msnzhdu

A survey on ontologies for human behavior recognition

Natalia Díaz Rodríguez, M. P. Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores
2014 ACM Computing Surveys  
After that, Section 1.2 discusses context awareness tools to motivate the deeper analysis of ontologies in this survey.  ...  In this work, we review different methods for human activity recognition, classified as data-driven and knowledge-based techniques.  ...  the Spanish Ministry of Economy and Competitiveness, and the project Development of an Intelligent System for Behaviour Detection and Control in a Tagged World (TIN2009-14538-C02-01).  ... 
doi:10.1145/2523819 fatcat:kvlfg5ghsfgpbewnbebhpakk4i

Semantic Technologies for Situation Awareness

Franz Baader, Stefan Borgwardt, Patrick Koopmann, Veronika Thost, Anni-Yasmin Turhan
2020 Künstliche Intelligenz  
The project "Semantic Technologies for Situation Awareness" was concerned with detecting certain critical situations from data obtained by observing a complex hard- and software system, in order to trigger  ...  The general idea was to formalize situations as ontology-mediated queries, but in order to express the relevant situations, both the employed ontology language and the query language had to be extended  ...  contributions to this project, and all the other members of the CRC HAEC for their cooperation.  ... 
doi:10.1007/s13218-020-00694-3 fatcat:xcoxluhqdvbjvfbelzrrjesvpi

Towards a model-based approach for context-aware assistance systems in offshore operations

Nils Koppaetzky, Daniela Nicklas
2013 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)  
A context aware assistance system might help to increase the safety during these operations.  ...  As the safety relevant entities and the critical situations depend on the executed operation, the assistance system needs to be based on a dynamic and flexible context model.  ...  ACKNOWLEDGMENT The authors would like to thank the entire SOOP team for the good collaboration.  ... 
doi:10.1109/percomw.2013.6529456 dblp:conf/percom/KoppaetzkyN13 fatcat:zr6mskondbeijmqpvdl6ok7gja

Towards the combination of statistical and symbolic techniques for activity recognition

Daniele Riboni
2009 2009 IEEE International Conference on Pervasive Computing and Communications  
Brdiczka et al.: Learning Situation Models for Providing Context-Aware Services.  ...  .: Ontology based context modeling and reasoning using OWL. CoMoRea'04 A. Agostini et al.: Loosely Coupling Ontological Reasoning with an Efficient Middleware for Context-awareness.  ... 
doi:10.1109/percom.2009.4912886 dblp:conf/percom/Riboni09 fatcat:u2ugy3usibcbzo4hmhc452oo3i

A Semantic Approach with Decision Support for Safety Service in Smart Home Management

Xiaoci Huang, Jianjun Yi, Xiaomin Zhu, Shaoli Chen
2016 Sensors  
In this line, the usage of Web Ontology Language (OWL), in a particular semantic context expression, given the basis of satisfying context-aware reasoning, has been studied to achieve these target situations  ...  We also propose a rule-based reasoning method to provide decision support through reasoning techniques and context-awareness.  ...  Ontology-based modeling and representation have been applied to SH. Wongpatikaseree et al. introduced a context aware activity recognition system.  ... 
doi:10.3390/s16081224 pmid:27527170 pmcid:PMC5017389 fatcat:bakphd4y2nfjdk4ahowa3vcfna

An Engineering Toolbox to Build Situation Aware Ambient Assisted Living Systems

Werner Kurschl, Stefan Mitsch, Johannes Schoenboeck
2008 2008 Third International Conference on Broadband Communications, Information Technology & Biomedical Applications  
The toolbox consists of a meta-model for pipeline systems, a low-level context model, high-level context ontologies, customizable components and tool support.  ...  In this paper we propose a reference architecture for building AAL systems. Based on this reference architecture we introduce a toolbox that simplifies the development of AAL systems.  ...  These high-level context data, if described in terms of an ontology, are the foundation for situation awareness as defined by [12] .  ... 
doi:10.1109/broadcom.2008.36 dblp:conf/broadcom/KurschlMS08 fatcat:6qjj6kqyffgz5gwvractqzmfm4

Efficient Reasoning with Ambient Trees for Space Exploration [chapter]

Emil Vassev, Mike Hinchey
2013 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
This representation is cleaned from the overwhelming information that is nonrelevant to the context and thus, it provides for efficient models of situations to reason about.  ...  For efficient reasoning, we aim at knowledge representation based on special ambient trees determining special knowledge contexts to help such spacecraft retrieve context-relevant knowledge and perform  ...  Modern reasoning is based on inference techniques such as induction, deduction, abduction, subsumption, classification and recognition.  ... 
doi:10.1007/978-3-642-36642-0_18 fatcat:bkl5g6yhm5achacjoim5u5wq6i

Context Representation and Fusion: Advancements and Opportunities

Asad Khattak, Noman Akbar, Mohammad Aazam, Taqdir Ali, Adil Khan, Seokhee Jeon, Myunggwon Hwang, Sungyoung Lee
2014 Sensors  
Both the processes of context representation and fusion are followed in one way or another; however, they are not discussed explicitly for the realization of context-aware systems.  ...  Future research directions (challenges) are also highlighted which needs proper attention for the purpose of achieving the goal of realizing context-aware systems.  ...  Context-Aware Filter Fusion for Face Recognition In [20] context information was used to enhance the accuracy of facial recognition systems.  ... 
doi:10.3390/s140609628 pmid:24887042 pmcid:PMC4118369 fatcat:mrbwbfcus5a6tjfxxh4mku7hzu

A Semantic Infrastructure for Personalisable Context-Aware Environments

Simon Scerri, Jeremy Debattista, Judie Attard, Ismael Rivera
2015 The AI Magazine  
This data drives advanced features such as, personal situation recognition and customizable rules for the context-sensitive management of personal devices and data sharing.  ...  Although a number of initiatives provide personalized context-aware guidance for niche use-cases, a standard framework for context awareness remains lacking.  ...  An Ontology-Based Context-Aware System A contribution of the Digital.Me project, the userware 8 is a context-aware personal information management system that targets scattered data from multiple  ... 
doi:10.1609/aimag.v36i2.2586 fatcat:ez6neu3rajhinnk6jzxycgdnyi

Development of a System for Proactive Information Service [chapter]

Myon-Woong Park, Soo-Hong Lee, Young-Tae Sohn, Jae Kwan Kim, Ilju Bae, Jae-Kwon Lim
2011 Lecture Notes in Computer Science  
This paper describes a Context-based Information Service Agent which has been developed in the domain of sports, especially for baseball game which often called a sport based on data.  ...  The usability of the agent has been proved as the service system implemented on mobile phone proactively recommended the observation points and information suitable for the current context of watching  ...  Recognition of the situation is based on the overall assessment about all the related factors.  ... 
doi:10.1007/978-3-642-21793-7_65 fatcat:jahxngvekjcj7mjrdsk4w2g334

An Ontology-based Context-aware System for Smart Homes: E-care@home

Marjan Alirezaie, Jennifer Renoux, Uwe Köckemann, Annica Kristoffersson, Lars Karlsson, Eva Blomqvist, Nicolas Tsiftes, Thiemo Voigt, Amy Loutfi
2017 Sensors  
We focus on integrating measurements gathered from heterogeneous sources by using ontologies in order to enable semantic interpretation of events and context awareness.  ...  The paper demonstrates the proposed framework using an instantiation of a smart environment that is able to perform context recognition based on the activities and the events occurring in the home.  ...  To provide a context awareness for this IoT setting, a high-level knowledge base is integrated with low-level sensor data.  ... 
doi:10.3390/s17071586 pmid:28684686 pmcid:PMC5539647 fatcat:wcxtkdk63jcr3ozfh7w4tpujpm

Intelligent Manipulation of Human Activities Using Cloud Computing for u-Life Care

Asad Masood Khattak, Zeeshan Pervez, Koo Kyo Ho, Sungyoung Lee, Young-Koo Lee
2010 2010 10th IEEE/IPSJ International Symposium on Applications and the Internet  
wearable sensor-based and location-based activity recognition engines for context analysis of the activities performed.  ...  In this paper, we focus on intelligent manipulation of activities using Context-aware Activity Manipulation Engine (CAME) core of Human Activity Recognition Engine (HARE), recognized using video-based,  ...  CONTEXT-AWARE ACTIVITY MANIPULATION ENGINE Use of ontology in activity recognition is relatively a new area of research. Using ontology helps better understand the activity in a given context.  ... 
doi:10.1109/saint.2010.52 dblp:conf/saint/KhattakPHLL10 fatcat:so7zjkp75zfonej34ubbjquz6u
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