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Situation awareness via abductive reasoning from Semantic Sensor data: A preliminary report
2009
2009 International Symposium on Collaborative Technologies and Systems
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In this paper, we explore how abductive reasoning framework can benefit formalization and interpretation of sensor data to garner situation awareness. ...
This preliminary work illustrates synthesis of highlevel, reliable information for situation awareness by querying low-level sensor data. ...
Section 2 discusses general approach to using abductive reasoning with semantic sensor web for situation awareness. ...
doi:10.1109/cts.2009.5067470
dblp:conf/cts/ThirunarayanHS09
fatcat:755buahrgrejrevbmxcfpfbtlu
Applications of Multimodal Physical (IoT), Cyber and Social Data for Reliable and Actionable Insights
2014
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing
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Specifically, we illustrate the complementary role played by sensor and social data, often intermediated by other Web based data and knowledge, using real-world examples in the domain of situational awareness ...
However, early applications that rely on IoT data fail to provide comprehensive situational awareness. ...
In summary, multimodal data from sensors and social streams can improve reliability and comprehensiveness of situation awareness. ...
doi:10.4108/icst.collaboratecom.2014.257553
dblp:conf/colcom/ShethAT14
fatcat:snzmdlkspveitly4k6tkbvoqpe
Semantics-Empowered Big Data Processing with Applications
2015
The AI Magazine
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To handle velocity, we seek to use continuous semantics capability to dynamically create event or situation specific models and recognize relevant new concepts, entities and facts. ...
We discuss the nature of big data and address the role of semantics in analyzing and processing big data that arises in the context of physical-cyber-social systems. ...
sensor and social data, and Pavan Kapanipathi and Sanjaya Wijeratne on Continuous Semantics. ...
doi:10.1609/aimag.v36i1.2566
fatcat:utph5wmxvzb6ldoz53pusypzjy
Prediction and Explanation over DL-Lite Data Streams
[chapter]
2013
Lecture Notes in Computer Science
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Stream reasoning is an emerging research area focusing on the development of reasoning techniques applicable to streams of rapidly changing, semantically enhanced data. ...
In this paper, we consider data represented in Description Logics from the popular DL-Lite family, and study the logic foundations of prediction and explanation over DL-Lite data streams, i.e., reasoning ...
component of a situation awareness framework over the Semantic Sensor Web. ...
doi:10.1007/978-3-642-45221-5_36
fatcat:brqntcvb2zh3jgemvxc6fqrt4u
Object (b)logging: Semantically rich context mining and annotation in pervasive environments
2015
2015 6th International Workshop on Advances in Sensors and Interfaces (IWASI)
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By leveraging the integration of standard supervised machine learning techniques with non-standard semantic-based reasoning services, smart objects annotate in a fully automatic way the context they are ...
Object (b) logging is proposed as a novel general framework for the Semantic Web of Things, based on an evolution of conventional Web of Things paradigms. ...
It is a robotic agent which exploits embedded as well as external sensors to achieve situation awareness while moving along rooms and corridors. ...
doi:10.1109/iwasi.2015.7184965
dblp:conf/iwasi/Bove15
fatcat:icwf2gmaurhhljuh55lnhceysi
A Computational Framework for Procedural Abduction Done by Smart Cyber-Physical Systems
2018
Designs
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Then, the main recent research results related to computational abduction and ampliative reasoning are discussed. ...
situations, (iv) building awareness of the state and circumstances of operation, (v) devising alternative performance enhancement strategies, (vi) deciding on the best system adaptation, (vii) devising ...
The data from these sensors were streamed to MATLAB via TCP/IP computer network transmission control protocol, where the engagement levels in the four aspects were interpreted. ...
doi:10.3390/designs3010001
fatcat:6nbak2lf7restpx5qcjbbxobfi
Knowledge-Based Decision Support in Healthcare via Near Field Communication
2020
Sensors
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A working prototype is presented in a rheumatology case study and preliminary performance tests are reported. The approach is independent from back-end infrastructures. ...
This paper presents an innovative Decision Support System (DSS), based on a semantic enhancement of Near Field Communication (NFC) standard. ...
[48]
2019
Human Activity Recognition.
3D motion sensor
(Kinect)
Semantic (OWL)
Semantic match-making
Exact, approx-imated
Yes
Posture/gesture recognition via
semantic matchmaking. ...
doi:10.3390/s20174923
pmid:32878204
fatcat:df5ifmrmzrf5ffvjaua2h6p4ka
Semantic-based Smart Homes: a Multi-Agent Approach
2012
Workshop From Objects to Agents
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Backwardcompatible enhancements to EIB/KNX domotic standard allow to support the semantic characterization of user profiles and device functionalities, so enabling: (i) negotiation of the most suitable ...
A power management problem in HBA is presented as a case study to better clarify the proposal and assess its effectiveness. ...
ACKNOWLEDGMENTS The authors acknowledge partial support of national project ERMES (Enhance Risk Management through Extended Sensors) -PON (2011-2014). ...
dblp:conf/woa/LosetoSRS12
fatcat:rcjdpijgrveqhjah2pw6ykwgx4
Survey of Context Provisioning Middleware
2013
IEEE Communications Surveys and Tutorials
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Context Processing & Reasoning refer to the capability of inferring context from raw sensor data or from existing primitive low-level context. ...
parameter assumptions (taken from prototypes) UbiHolo [122] , C-ProMiSE [124] aid in collecting sensor data, detect the user's situation and make it available to context-aware services and applications ...
doi:10.1109/surv.2013.010413.00207
fatcat:xlt33n5zmvdyjlxhk4kowwz6qe
Spatial Computing for Design—an Artificial Intelligence Perspective
[chapter]
2014
Studying Visual and Spatial Reasoning for Design Creativity
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form with respect to a desired / anticipated artefactual (mal)function. ...
What are the implications of this from the viewpoint of the usability, interface, and interaction design aspects of spatial design (assistance) systems? ...
The paper has benefitted from discussions and ongoing collaborations with John Bateman, Frank Dylla, Gregory Flanagan, Joana Hois, and Oliver Kutz. ...
doi:10.1007/978-94-017-9297-4_7
fatcat:rlsy27eh7bbc5e3u4micgsqvmy
Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221)
2012
Dagstuhl Reports
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A major focus in the design of Semantic Web ontology languages used to be on finding a suitable balance between the expressivity of the language and the tractability of reasoning services defined over ...
This focus mirrors the original vision of a Web composed of machine readable and understandable data. ...
We will demonstrate through these examples how massive amounts of multimodal sensory data is converted into contextual knowledge for improved situational awareness. ...
doi:10.4230/dagrep.2.5.93
dblp:journals/dagstuhl-reports/GentnerHHJK12
fatcat:xbh6owcklvcgplcllplbbgvuhe
A model of modes of attention and inattention for artificial perception
2007
Bioinspiration & Biomimetics
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It builds on a theory of abductive perception; a formal definition for an artificial or robot perceptual system, using objects represented as feature clouds. ...
This paper considers several aspects of natural visual attention and its link to wider notions of awareness, natural and artificial, in the context of foveated vision. ...
Acknowledgements: This research is supported by EPSRC under grant EP/C530683/1, "Abductive Robot Perception: Modelling Granularity and Attention in Euclidean Representational Space". ...
doi:10.1088/1748-3182/2/3/s03
pmid:17848788
fatcat:zw4nptfpsrdcfof2n3blyta5be
Concept and Realization of a Diagnostic System for Smart Environments
2017
Proceedings of the 9th International Conference on Agents and Artificial Intelligence
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Automatically diagnosing a complex system containing heterogeneous hard-and software components is a challenging task. ...
Based on those scenarios, a concept and an implementation of a semi-automatic diagnostic system are presented and some first benchmarks are shown. 318 Heiden E., Bader S. and Kirste T. ...
logic program can then be used via ProLogICA to find diagnoses by performing abductive reasoning or DLV to diagnose using answer set programming. ...
doi:10.5220/0006257903180329
dblp:conf/icaart/HeidenBK17
fatcat:v2bu6aaoyzewvm2u2tolbnidhq
Multi-dimensional intelligence in smart physical objects
2017
Information Systems Frontiers
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The contribution of the paper is to provide a framework to guide a designer in making decisions about smartness in the physical object being designed, starting from its requisites. ...
., objects based on the tight and seamless integration of a physical and a digital counterpart. ...
., needs, preferences) , This task can range from a simple form of data gathering to complex forms of abductive reasoning to analyze the user's behavior or to interpret her needs and goals. ...
doi:10.1007/s10796-017-9758-y
fatcat:snk4f6tzrzbb7noteiibzc7qcu
First International Workshop
1988
Bulletin Géodésique
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Context-dependent data can arise from different sources; for example it may be gathered by sensors or collected from different knowledge-or databases. ...
The incompleteness and heterogenous nature of such data and the need for state-based context interpretation in dynamic systems suggest that nonmonotonic reasoning techniques can be a powerful tool for ...
120 situations (either rendezvous or avoidance), obtained by pairing two encounters randomly sampled from the original data set. ...
doi:10.1007/bf02519331
fatcat:loh6vfzah5dwvmcyzt5n6khije
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