Wireless Communications and Mobile Computing

Models and Methods for Opportunistic Mobile Social Network Computing


Publishing date
01 Feb 2023
Status
Published
Submission deadline
07 Oct 2022

Lead Editor

1Delhi Technological University, Delhi, India

2University of Salerno, Fisciano, Italy

3National Kapodistrian University of Athens (NKUA), Athens, Greece


Models and Methods for Opportunistic Mobile Social Network Computing

Description

Social networks define a ubiquitous complex system which comprises various mathematical models and theories to study its behaviour and to explain and predict its dynamics. Social networks, sometimes called “relationship networks,” help people and organizations connect online to share information and ideas. Concurrently, the ubiquity of smartphones makes them the focal point of the consumer internet economy, as the range of connected devices is now greater than ever. Opportunistic mobile social networks (OMSN) are a form of mobile ad-hoc networks that exploit human social characteristics, such as similarities, daily routines, mobility patterns, and interests to perform message routing and data sharing. In such networks, the users with mobile devices can form on-the-fly social networks to communicate with each other and share data objects.

Unlike mobile ad-hoc networks (MANETs) that require end-to-end communication paths for message exchange, the communication in OMSN occurs on the establishment of opportunistic contacts among mobile nodes, without the availability of end-to-end message routing paths. As mobile devices can make contact only when humans come into contact, such networks are tightly coupled with human social networks. Therefore, the OMSNs exploit human behaviours and social relationships to build more efficient and trustworthy message dissemination schemes, OMSNs have many novel applications such as mobile data traffic offloading, opportunistic computing (utilizing shared resources, content, services, applications, and computing resources, by devices connected in an opportunistic mobile social network, to provide a platform for the execution of distributed computing tasks) and recommender systems (track the user activities, mobility patterns, and utilize the user's contextual information to provide recommendations on variety of items). However at the same time, OMSNs face numerous challenges due to the frequent disruptions and delays, and intermittent connectivity environment. One of the major challenges is the insecure communication in such networks, as due to the distributed nature, it is not possible to utilize mature security mechanisms, such as cryptography that requires centralized trusted authority. Moreover, it is also difficult to maintain trust among the peer nodes due to the disconnected and decentralized environments.

The primary scope of this Special Issue is to deliberate the progress and challenges of using innovative, novel, secure, and smart solutions to define models as well as methods that explore aspects of dynamics in complex mobile social networks. We welcome original research and review articles.

Potential topics include but are not limited to the following:

  • Opportunistic communications and social participation
  • Social properties in mobile networks
  • Data dissemination in opportunistic mobile social networks
  • Decision making and real-time monitoring
  • Applications of systems science and complexity science in social systems
  • User profiling and personalization
  • Opportunistic crowd computing
  • Recommender systems
  • Trust and reputation models
  • Opportunistic computing
  • Computational offloading
  • Secure data routing in OMSN

Articles

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  • - Volume 2023
  • - Article ID 9759487
  • - Retraction

Retracted: Exploration of Regional Public Digital Culture Service Mode Based on Artificial Intelligence Technology

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2023
  • - Article ID 9869640
  • - Retraction

Retracted: The Application and Development Trend of Youth Sports Simulation Based on Computer Vision

Wireless Communications and Mobile Computing
  • Special Issue
  • - Volume 2022
  • - Article ID 5733761
  • - Research Article

Development and Application of Ceramic Cultural and Creative Products Based on Artificial Intelligence

Hang Ren
  • Special Issue
  • - Volume 2022
  • - Article ID 4612169
  • - Research Article

Toward Sequential Recommendation Model for Long-Term Interest Memory and Nearest Neighbor Influence

Hongyun Cai | Jie Meng | ... | Shilin Yuan
  • Special Issue
  • - Volume 2022
  • - Article ID 3221210
  • - Research Article

Cloud Computing Based on Big Data-Driven Robot Walking Route and Real-Time Positioning Intelligent Determination

Yunlong Yi | Ying Guan | Xiangbin Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 1730934
  • - Research Article

Big Data Mining and Analysis of Agricultural Products Based on e-Commerce Platform

Hu Meiling
  • Special Issue
  • - Volume 2022
  • - Article ID 9900234
  • - Research Article

Joint Event Relation Identification Based on Multiscale Convolutional Neural Network and Sharing Strategy

Yi Zhang | Wanhua Cao | ... | Xiao Wei
  • Special Issue
  • - Volume 2022
  • - Article ID 3022726
  • - Research Article

A Hybrid Approach for Identification of Deficiencies in Enterprise Internal Control

Zhihua Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 7726338
  • - Research Article

Optimization Design of Multi-UAV Communication Network Based on Reinforcement Learning

Zhengyang Cao
  • Special Issue
  • - Volume 2022
  • - Article ID 7522725
  • - Research Article

Artificial Intelligence Technology to Record the Number of Times the Ball Passes the Net in Tennis Matches

Wei Liu | Zhen Liu | Zhenjia Huang
Wireless Communications and Mobile Computing
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