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} }
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.
54 Citations
Enabling IoT platforms for social IoT applications: Vision, feature mapping, and challenges
- Computer ScienceFuture Gener. Comput. Syst.
- 2019
Service composition based on the social relations in the Internet of things
- Computer Science
- 2018
This paper aims to highlight on the IoT service composition challenges by analyzing previous studies and attempts to show the use of the social relation to enable the imposing the social dimension in the Web service composition.
Creating Personalized Recommendations in a Smart Community by Performing User Trajectory Analysis through Social Internet of Things Deployment
- Computer ScienceSensors
- 2020
The novel contribution of this study is the development of a unique personalized recommender engine that is based on the knowledge–desire–intention model and is suitable for service discovery in a smart community.
A Framework for Exploiting Internet of Things for Context-Aware Trust-Based Personalized Services
- Computer ScienceMob. Inf. Syst.
- 2018
A conceptual IoT-based framework for context-aware personalized recommendations that addresses the weakness whereby CARSs rely on static and limited contexts from user’s mobile phone by providing additional components for reliable and dynamic context information, using IoT context sources.
SCDIoT: Social Cross-Domain IoT Enabling Application-to-Application Communications
- Computer Science2018 IEEE International Conference on Cloud Engineering (IC2E)
- 2018
This work proposes social cross-domain IoT (SCDIoT), a third type of SIoT communication at a global level which enables application-to-application communication in the IoT.
Quantile Context-Aware Social IoT Service Big Data Recommendation With D2D Communication
- Computer ScienceIEEE Internet of Things Journal
- 2020
A novel quantile contextual tree-based multiarmed bandits algorithm to support the large-scale recommendation with both quantifiable and unquantifiable data is proposed and theoretical analysis is given to prove a sublinear bound of the regret.
Cyber-Physical-Social Model for Service Recommendation in the Internet of Things
- Computer ScienceMathematical Problems in Engineering
- 2022
A cyber-physical-social model to recommend services in IoT, which has outstanding advantages compared with the previous methods in terms of accuracy and response time.
A Framework for Exploiting Internet of Things for Context-Aware Trust-based Personalized Services
- Computer Science
- 2021
The framework addresses the weakness whereby CARSs rely on static and limited contextual information from user’s mobile phone, by providing additional components for reliable and dynamic contextual information, using IoT context sources.
Security-Driven hybrid collaborative recommendation method for cloud-based iot services
- Computer ScienceComput. Secur.
- 2020
Fuzzy Rough Set based Social IoT Recommender System
- Computer Science2019 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)
- 2019
The recommender proposed in this paper uses a fuzzy rough set theory which is based on a strong mathematical foundation and proposes an algorithm based upon the collaborative filtering which enables the user to discover new content dissimilar to the items viewed by them in the past.
References
SHOWING 1-10 OF 23 REFERENCES
A semantic service creation platform for Social IoT
- Computer Science2014 IEEE World Forum on Internet of Things (WF-IoT)
- 2014
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
- Computer ScienceIEEE Internet of Things Journal
- 2014
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
- Computer ScienceIEEE Cloud Computing
- 2015
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
- Computer ScienceIEEE Communications Letters
- 2011
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.
The Social Internet of Things (SIoT) - When social networks meet the Internet of Things: Concept, architecture and network characterization
- Computer ScienceComput. Networks
- 2012
Future Internet of Things Architecture: Like Mankind Neural System or Social Organization Framework?
- Computer ScienceIEEE Communications Letters
- 2011
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
- Computer Science2014 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)
- 2014
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
- Computer Science2011 International Conference on Internet of Things and 4th International Conference on Cyber, Physical and Social Computing
- 2011
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
- Computer Science
- 2011
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
- Computer Science2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)
- 2010
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.