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A need for an integrative security model for semantic stream reasoning systems

Admirim Aliti, Edmond Jajaga, Kozeta Sevrani
2018 International Journal of Business & Technology  
The provision of Stream Reasoning as a new area spanning Semantic Web and Data Stream Management Systems has eventually opened up new challenges.  ...  The paper describes the initial findings and research plan for building a consistent security model for stream reasoning systems.  ...  We strive to develop and implement a security model which has all main segments of security for Stream Reasoning systems, and which can be used when we deploy or need to maintain a WSN in different contexts  ... 
doi:10.33107/ijbte.2018.6.3.01 fatcat:is4n3d3lj5cw7nzfjmoe3vhwie

An Ontological-based Model to Data Governance for Big Data

Alfonso Castro, Victor A. Villagra, Paula Garcia, Diego Rivera, David Toledo
2021 IEEE Access  
C-SWRL utilizes C-SPARQL (a framework which supports continuous querying over data stream) filtering and aggregation of RDF streams to enable closed-world and time-aware reasoning with SWRL rules.  ...  Recently SWRL, has been used in data management research. Concretely, in [42] C-SWRL has been used to do continuous inference over stream data.  ... 
doi:10.1109/access.2021.3101938 fatcat:j4lqouaeq5gxfhihlcwd55wequ

A need for an integrative security model for semantic stream reasoning systems

Admirim Aliti, Edmond Jajaga, Kozeta Sevrani
2017 2017 UBT International Conference   unpublished
We strive to develop and implement a security model which has all main segments of security for Stream Reasoning systems, and which can be used when we deploy or need to maintain a WSN in different contexts  ...  Validate the model on our Stream Reasoning systems (C-SWRL and StreamJess). The idea is to firstly validate the model on WSNs for water quality monitoring and then in other domains.  ...  A number of its implementations are currently in place including C-SPARQL [7] , StreamRule [8] , StreamJess [9] , C-SWRL [10] , ETALIS, EP-SPARQL, etc.  ... 
doi:10.33107/ubt-ic.2017.80 fatcat:672q5q3zpbdszd64r2pi62uc64

Selective data replication for distributed geographical data sets

Xuan Gu, Richard T. Pascoe
2008 Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems - GIS '08  
in favour of both data providers and consumers.  ...  Once update notifications are received by data consumers, they are used to evaluate so-called update policies, which are specified by data consumers containing details on when data replications need to  ...  As shown in Listing 5.1, although the XML syntax of SWRL is even more cumbersome to write, it does offer several advantages over the other two (see the second half of Listing A.2 for a complete example  ... 
doi:10.1145/1463434.1463521 dblp:conf/gis/GuP08 fatcat:anfdd2zmancdzn6t2jaufdqtm4

A PCA-Based Change Detection Framework for Multidimensional Data Streams

Abdulhakim A. Qahtan, Basma Alharbi, Suojin Wang, Xiangliang Zhang
2015 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15  
In this paper, we propose a framework for detecting changes in multidimensional data streams based on principal component analysis, which is used for projecting data into a lower dimensional space, thus  ...  It is thus essential to design divergence metrics and density estimators for comparing the data distributions, which are mostly done for univariate data.  ...  of non-Gaussian distributions (DistCh), and (c) changes in non-linear dependent data streams (DEMC, DDC and SWRL).  ... 
doi:10.1145/2783258.2783359 dblp:conf/kdd/QahtanAWZ15 fatcat:qerzf2bbyvf3dbfrbonidy5n4a

A Semantic Ontology-Based Approach to Support Model-Based Systems Engineering Design for an Aircraft Prognostic Health Management System

Jinwei Chen, Yifan Chen, Zhenchao Hu, Jinzhi Lu, Xiaochen Zheng, Huisheng Zhang, Dimitris Kiritsis
2022 Frontiers in Manufacturing Technology  
Moreover, logical reasoning ability can also be provided to support the early requirement traceability for MBSE design.  ...  Based on the developed meta-model library, a complete MBSE design process for the aircraft PHM system is realized.  ...  AUTHOR CONTRIBUTIONS JC: conceptualization, methodology, writing-original draft; YC: software, data curation, writing-original draft; ZH: software, formal analysis, visualization; JL: software, formal  ... 
doi:10.3389/fmtec.2022.886518 fatcat:dbqw7awm4fcvnnobkopq6274v4