Cognitive and context-aware assistive environments using future internet technologies

Future Internet (FI) technologies are introducing new ways of networking and cognitive data delivery. In this paper, the potential of FI-based architectures for enabling the context-aware content adaptation and specialized delivery of health related information in assistive environments is investigated. The proposed system utilizes the publish/subscribe internetworking (PSI) architecture, an information-oriented architecture built for the FI using the so-called publish/subscribe paradigm. Information is brought at the center of the approach, providing several advantages: flexibility, seamless information morphing and exploitation of context, access control, and security in general. In addition to an overview of the approach and its characteristics, this work also presents the implementation of a subset of an assistive environment, using Blackadder, PSI’s prototype, and illustrates its potential with an emergency service scenario for the assistive healthcare domain.

[1]  Ian H. Witten,et al.  Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .

[2]  Ian Witten,et al.  Data Mining , 2000 .

[3]  John Fox,et al.  Understanding intelligent agents: analysis and synthesis , 2003, AI Commun..

[4]  Anne-Marie Kermarrec,et al.  The many faces of publish/subscribe , 2003, CSUR.

[5]  Scott Shenker,et al.  ROFL: routing on flat labels , 2006, SIGCOMM 2006.

[6]  Kavi Kumar Khedo.  Context-Aware Systems for Mobile and Ubiquitous Networks , 2006, International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06).

[7]  Xi-Zhao Wang,et al.  An Overview of Pattern Classification Methodologies , 2006, 2006 International Conference on Machine Learning and Cybernetics.

[8]  I. Stoica,et al.  A data-oriented (and beyond) network architecture , 2007, SIGCOMM '07.

[9]  I. Maglogiannis,et al.  Advanced Medical Video Services through Context-Aware Medical Networks , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[10]  Anja Feldmann,et al.  Internet clean-slate design: what and why? , 2007, CCRV.

[11]  Scott Shenker,et al.  A data-oriented (and beyond) network architecture , 2007, SIGCOMM 2007.

[12]  Kostas Karpouzis,et al.  Context-Aware Medical Content Adaptation through Semantic Representation and Rules Evaluation , 2008, 2008 Third International Workshop on Semantic Media Adaptation and Personalization.

[13]  Giannis F. Marias,et al.  Towards Understanding Pure Publish/Subscribe Cryptographic Protocols , 2008, Security Protocols Workshop.

[14]  Nicholas H. Briggs,et al.  Networking named content , 2009, CoNEXT '09.

[15]  Ilias Maglogiannis,et al.  Introducing Intelligence in Electronic Healthcare Systems: State of the Art and Future Trends , 2009, Artificial Intelligence: An International Perspective.

[16]  P. Nikander,et al.  LIPSIN: line speed publish/subscribe inter-networking , 2009, SIGCOMM.

[17]  Pekka Nikander,et al.  LIPSIN: line speed publish/subscribe inter-networking , 2009, SIGCOMM '09.

[18]  Ilias Maglogiannis,et al.  An assistive environment for improving human safety utilizing advanced sound and motion data classification , 2011, Universal Access in the Information Society.

[19]  Jatinder Singh,et al.  Information-centric pervasive healthcare platforms , 2010, 2010 4th International Conference on Pervasive Computing Technologies for Healthcare.

[20]  Sasu Tarkoma,et al.  Cryptographic signatures on the network layer - an alternative to the ISP data retention , 2010, The IEEE symposium on Computers and Communications.

[21]  George C. Polyzos,et al.  MultiCache: An overlay architecture for information-centric networking , 2011, Comput. Networks.

[22]  Nikos Fotiou,et al.  Illustrating a publish-subscribe Internet architecture , 2012, Telecommun. Syst..

[23]  Hermann de Meer,et al.  Future Internet services and architectures: trends and visions , 2012, Telecommun. Syst..

[24]  George C. Polyzos,et al.  Caching and mobility support in a publish-subscribe internet architecture , 2012, IEEE Communications Magazine.

[25]  George Parisis,et al.  Designing and realizing an information-centric internet , 2012, IEEE Communications Magazine.

[26]  Fabian Oehlmann,et al.  Content-Centric Networking , 2013 .

[27]  อนิรุธ สืบสิงห์,et al.  Data Mining Practical Machine Learning Tools and Techniques , 2014 .

[28]  Ilias Maglogiannis,et al.  Advanced Telemedicine Services through Context-aware Medical Networks , 2022 .