A privacy‐preserving mechanism for social mobile crowdsensing using game theory

Esmaeilyfard, Rasool; Esmaili, Reyhaneh

doi:10.1002/ett.4517

Cited by 6 publications

(4 citation statements)

References 39 publications

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“…The focus of the previous studies was on the available services and their properties, such as trust and quality of services. Previous studies have focused on maximizing the benefits of the existing services [17][18][19] or integrating them [17]. Game theory is a primary tool for predicting economic behavior, including giving incentives.…”

Section: Introductionmentioning

confidence: 99%

“…Game theory is a primary tool for predicting economic behavior, including giving incentives. This theory has been the focus of various studies to analyze similar situations in incentive mechanism design [18,19], and price modeling [20]. To the best of our knowledge, this is the first study that focuses on two critical questions; (1) How can organizations be encouraged to participate (or compensate for the participation costs) in integrating business applications?…”

Section: Introductionmentioning

confidence: 99%

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An incentive mechanism for integration of business applications between organizations

Esmaeilyfard

Salehi

2023

RAIRO-Oper. Res.

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Extending services and operations of organizations in the field of e-business or e-government sometimes requires the integration of business applications. However, sometimes due to challenges and risks, such as complex business processes reengineering, upstream organizations are reluctant to integrate their applications. This paper focuses on two critical questions; (1) How can organizations be encouraged to participate in integrating their business applications? (2) What is the amount of incentives required? In this study, cooperative game theory and the externalities of these systems have been considered to form a stable coalition between organizations for integrating their business applications. We provided an algorithm for determining the incentives to integrate the business applications with other organizations in this coalition. These incentives can be extended to various management issues for better decision-making such as economic aspects, public subsidies, and public participation. The results of experiments have shown that creating a coalition based on this strategy is always possible, and the benefits of organizations in the coalition rise with increasing service delivery in business applications.

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Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

An incentive mechanism for integration of business applications between organizations

Esmaeilyfard

Salehi

2023

RAIRO-Oper. Res.

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“…On the other hand, users' participation in mobile crowdsensing networks is often voluntary due to using battery resources or exposure to threats such as privacy issues [9]. Therefore, one of the main challenges of mobile crowdsensing networks is encouraging users to participate [10].…”

Section: Introductionmentioning

confidence: 99%

An Incentive Mechanism for Data Delivery in Mobile Crowdsensing Based on D2D Communications

Esmaeilyfard,

Gharechahi

2023

Journal of Sensors

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Mobile crowdsensing systems employ crowd smartphones to collect data using these device-embedded sensors. The increase in the number of users and the data volume has limited the possibility of using cellular networks. In this regard, collector users need to be able to send their data to the publishers with less delay using device-to-device (D2D) communication. This paper proposes an incentive mechanism for improving the transmission rate to multiple publishers in mobile crowdsensing networks based on device-to-device communication. Users exchange their data for delivering it to interested publishers in this mechanism. Users receive credits for their contributions to data delivery from collector users. Also, the cheque concept has been introduced to facilitate collector users’ payment of this credit. Communication between users is expressed as a cooperative two-player game. A heuristic approach finds the solution to this game. A cheque and credit exchange process is also planned as an online auction to increase credit circulation in the network. Finally, the performance of the proposed mechanism is evaluated using the simulator. The results show that this mechanism performs better than other methods in average delay and delivery rate and has a stable traffic overhead.

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“…Video services such as IPTV, VoD, and video living rely on wonderful content and quality of services (QoS) and have become the most popular application on the Internet, so much so that video traffic has become more than 70% of the world's total traffic [5][6][7][8]. The combination between video applications and social networks promotes the process and range of video dissemination because the video spread considers social links between users as the new sharing channel [9][10][11][12][13]. The assistance of social networks further results in the blowout of video traffic, which brings a heavy burden for the core networks.…”

Section: Introductionmentioning

confidence: 99%

A Novel Geo-Social-Aware Video Edge Delivery Strategy Based on Modeling of Social-Geographical Dynamic in an Urban Area

2022

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Social networks change the way and approaches of video spread and promote range and speed of video spread, which results in frequent traffic blowout and a heavy load on the networks. The social and geographical communication efficiency determines the efficiency of video sharing, which enables the eruptible traffic to be offloaded in underlaying networks to relieve the load of networks and ensure the user quality of the experience. In this paper, we propose a novel geo-social-aware video edge delivery strategy based on the modeling of the social-geographical dynamic in urban area (GSVD). By investigating the frequency of sharing behaviors, social communication efficiency, and efficiency of social sub-network consisting of one-hop social neighbors of users, GSVD estimates the interactive and basic social relationship to calculate the closeness of the social relationship between mobile users. GSVD makes use of grid partition and coding subarea to express the geographical location of mobile users and designs a calculation method of coding-based geographical distance. GSVD considers the dynamic update of social distance and geographical location and designs a measurement of video delivery quality in terms of delivery delay and playback continuity. A strategy of video delivery with the consideration of adapting to social-geographical dynamic is designed, which effectively promotes the efficiency of video sharing. Extensive tests show how GSVD achieves much better performance results in comparison with other state of the art solutions.

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A privacy‐preserving mechanism for social mobile crowdsensing using game theory

Cited by 6 publications

References 39 publications

An incentive mechanism for integration of business applications between organizations

An incentive mechanism for integration of business applications between organizations

An Incentive Mechanism for Data Delivery in Mobile Crowdsensing Based on D2D Communications

A Novel Geo-Social-Aware Video Edge Delivery Strategy Based on Modeling of Social-Geographical Dynamic in an Urban Area

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