Exploitation of social IoT for recommendation services

@article{Saleem2016ExploitationOS,
  title={Exploitation of social IoT for recommendation services},
  author={Yasir Saleem and No{\"e}l Crespi and Mubashir Husain Rehmani and Rebecca Copeland and Dina Hussein and Emmanuel Bertin},
  journal={2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)},
  year={2016},
  pages={359-364}
}
  • Y. Saleem, N. Crespi, E. Bertin
  • Published 1 December 2016
  • Computer Science
  • 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)
Internet of Things (IoT) applications are generally developed in a vertical manner, i.e., each IoT application is developed for a certain scenario which generally does not share data with IoT applications for recommendation services. [] Key Method SIoT builds a profile of objects based on IoT applications data that can be exchanged with SIoT network for accessible to other IoT applications.

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References

SHOWING 1-10 OF 23 REFERENCES
A semantic service creation platform for Social IoT
TLDR
This work proposes an SN that can achieve a synergy between the SIoT and semantic Web services based on RESTful principles and ontologies, and is a converging point for a user's friends, devices and Web services of interest.
Internet of Things for Smart Cities
TLDR
This paper will present and discuss the technical solutions and best-practice guidelines adopted in the Padova Smart City project, a proof-of-concept deployment of an IoT island in the city of Padova, Italy, performed in collaboration with the city municipality.
Social Cloud-Based Cognitive Reasoning for Task-Oriented Recommendation
TLDR
The authors propose an intelligent recommendation (InRe) framework that applies the reasoning mechanism on context elements that are represented using ontologies as a service built on top of the social cloud (SoC).
SIoT: Giving a Social Structure to the Internet of Things
TLDR
A novel paradigm of "social network of intelligent objects", namely the Social Internet of Things (SIoT), based on the notion of social relationships among objects is introduced, and a preliminary architecture for the implementation of SIoT is presented.
Future Internet of Things Architecture: Like Mankind Neural System or Social Organization Framework?
TLDR
The models for Future IoT are not only helpful to interpret the relationship between IoT and reality world, but also beneficial to the implementation of IoT in its current development milieu.
On adding the social dimension to the Internet of Vehicles: Friendship and middleware
TLDR
A SIoV middleware is proposed which extends the functionalities of the Intelligent Transportation Systems Station Architecture (ITS SA), defined by ISO and ETSI standards, to take into account the elements needed to integrate VANETs in the SIoT.
Nodes Social Relations Cognition for Mobility-Aware in the Internet of Things
TLDR
This paper proposes the nodes social relations cognition algorithm which based on social network helps to resolve the problem of awareness hole in sparse networks, improving the way of date acquistion and increasing the quality of awareness service in IOT.
Social-driven Internet of Connected Objects
TLDR
It is argued that an efficient interaction between the physical, social and virtual worlds requires the development of a data-centric architecture based on IP-driven opportunisitc networking able to make useful data available to people when and where they really need it, augmenting their social and environmental awareness.
Sharing using social networks in a composable Web of Things
  • D. Guinard, Mathias Fischer, V. Trifa
  • Computer Science
    2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)
  • 2010
TLDR
This paper proposes a platform that enables people to share their Web-enabled devices so that others can use them and illustrates how to rely on existing social networks and their open APIs to enable owners to leverage the social structures in place for sharing smart things with others.
...
...