A fog-assisted group-based truth discovery framework over mobile crowdsensing data streams.
With the proliferation of mobile crowdsensing (MCS) and crowdsourcing, new challenges are emerging every day. Although crowdsensing has become a popular sensing paradigm to aggregate sensor readings from a variety of sources, data inconsistency has arisen as a serious challenge. Truth discovery (TD)...
| Published in: | PLoS ONE |
|---|---|
| Main Authors: | Bayan Hashr Saeed Alamri, Muhammad Mostafa Monowar, Suhair Alshehri, Mohammad Haseeb Zafar |
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-01-01
|
| Online Access: | https://doi.org/10.1371/journal.pone.0330656 |
Similar Items
A privacy-preserving collaborative reputation system for mobile crowdsensing
by: Bayan Hashr Alamri, et al.
Published: (2018-09-01)
by: Bayan Hashr Alamri, et al.
Published: (2018-09-01)
Privacy-Preserving Trust-Aware Group-Based Framework in Mobile Crowdsensing
by: Bayan Hashr Saeed Alamri, et al.
Published: (2022-01-01)
by: Bayan Hashr Saeed Alamri, et al.
Published: (2022-01-01)
Resource Management Techniques in Cloud-Fog for IoT and Mobile Crowdsensing Environments
by: Abbas M. Ali Al-muqarm, et al.
Published: (2023-05-01)
by: Abbas M. Ali Al-muqarm, et al.
Published: (2023-05-01)
Efficient Path Planning and Truthful Incentive Mechanism Design for Mobile Crowdsensing
by: Xi Tao, et al.
Published: (2018-12-01)
by: Xi Tao, et al.
Published: (2018-12-01)
Review of Mobile Air-Ground Crowdsensing
by: CHENG Wen-hui, ZHANG Qian-yuan, CHENG Liang-hua, XIANG Chao-can, YANG Zhen-dong, SHEN Xin, ZHANG Nai-fan
Published: (2022-11-01)
by: CHENG Wen-hui, ZHANG Qian-yuan, CHENG Liang-hua, XIANG Chao-can, YANG Zhen-dong, SHEN Xin, ZHANG Nai-fan
Published: (2022-11-01)
Edge Computing Architecture for Mobile Crowdsensing
by: Martina Marjanovic, et al.
Published: (2018-01-01)
by: Martina Marjanovic, et al.
Published: (2018-01-01)
Participants Ranking Algorithm for Crowdsensing in Mobile Communication
by: Tariq Ali, et al.
Published: (2018-04-01)
by: Tariq Ali, et al.
Published: (2018-04-01)
Two-Stage Online Task Assignment in Mobile Crowdsensing
by: Hongjian Zeng, et al.
Published: (2025-08-01)
by: Hongjian Zeng, et al.
Published: (2025-08-01)
Storage Management Strategy in Mobile Phones for Photo Crowdsensing
by: En Wang, et al.
Published: (2020-04-01)
by: En Wang, et al.
Published: (2020-04-01)
Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing
by: Wenbin Liu, et al.
Published: (2019-01-01)
by: Wenbin Liu, et al.
Published: (2019-01-01)
User Characteristic Aware Participant Selection for Mobile Crowdsensing
by: Dapeng Wu, et al.
Published: (2018-11-01)
by: Dapeng Wu, et al.
Published: (2018-11-01)
Comparative analysis of Mobile Crowdsensing and Ecological Momentary Assessment systems
by: Michael Stach, et al.
Published: (2025-12-01)
by: Michael Stach, et al.
Published: (2025-12-01)
Fair payments for privacy-preserving aggregation of mobile crowdsensing data
by: Mallikarjun Reddy Dorsala, et al.
Published: (2022-09-01)
by: Mallikarjun Reddy Dorsala, et al.
Published: (2022-09-01)
An Incentive Mechanism Based on Lottery for Data Quality in Mobile Crowdsensing
by: Xinyu Hu, et al.
Published: (2025-05-01)
by: Xinyu Hu, et al.
Published: (2025-05-01)
Game Theory in Mobile CrowdSensing: A Comprehensive Survey
by: Venkat Surya Dasari, et al.
Published: (2020-04-01)
by: Venkat Surya Dasari, et al.
Published: (2020-04-01)
A Generic Framework for Mobile Crowdsensing: A Comprehensive Survey
by: Abderrafi Abdeddine, et al.
Published: (2025-01-01)
by: Abderrafi Abdeddine, et al.
Published: (2025-01-01)
Personalized Privacy Protection Based on Space Grid in Mobile Crowdsensing
by: Hengfei Gao, et al.
Published: (2023-11-01)
by: Hengfei Gao, et al.
Published: (2023-11-01)
PARS: Privacy-Aware Reward System for Mobile Crowdsensing Systems
by: Zhong Zhang, et al.
Published: (2021-10-01)
by: Zhong Zhang, et al.
Published: (2021-10-01)
Design of a Local Information Incentive Mechanism for Mobile Crowdsensing
by: Jose Mauricio Nava Auza, et al.
Published: (2019-06-01)
by: Jose Mauricio Nava Auza, et al.
Published: (2019-06-01)
Differentially Private and Skew-Aware Spatial Decompositions for Mobile Crowdsensing
by: Jong Seon Kim, et al.
Published: (2018-10-01)
by: Jong Seon Kim, et al.
Published: (2018-10-01)
Density-Based Location Preservation for Mobile Crowdsensing With Differential Privacy
by: Mengmeng Yang, et al.
Published: (2018-01-01)
by: Mengmeng Yang, et al.
Published: (2018-01-01)
Stackelberg Game Based Dynamic Admission and Scheduling in Mobile Crowdsensing
by: Zhifei Wang, et al.
Published: (2019-01-01)
by: Zhifei Wang, et al.
Published: (2019-01-01)
SybilEye: Observer-Assisted Privacy-Preserving Sybil Attack Detection on Mobile Crowdsensing
by: Junhyeok Yun, et al.
Published: (2020-04-01)
by: Junhyeok Yun, et al.
Published: (2020-04-01)
How Mobility and Sociality Reshape the Context: A Decade of Experience in Mobile CrowdSensing
by: Michele Girolami, et al.
Published: (2021-09-01)
by: Michele Girolami, et al.
Published: (2021-09-01)
Dynamic privacy measurement model and evaluation system for mobile edge crowdsensing
by: Mingfeng ZHAO, et al.
Published: (2021-02-01)
by: Mingfeng ZHAO, et al.
Published: (2021-02-01)
Data quality optimized online task allocation method for mobile crowdsensing
by: Wei ZHANG, et al.
Published: (2020-12-01)
by: Wei ZHANG, et al.
Published: (2020-12-01)
Teletraffic analysis of a mobile crowdsensing system: The pedestrian-to-vehicle scenario
by: David Miguel-Santiago, et al.
Published: (2022-11-01)
by: David Miguel-Santiago, et al.
Published: (2022-11-01)
Crowdsensing for Characterizing Mobility and Its Impact on the Subjective Wellbeing in an Underdeveloped Region
by: A. G. Ramos, et al.
Published: (2020-09-01)
by: A. G. Ramos, et al.
Published: (2020-09-01)
Task-Importance-Oriented Task Selection and Allocation Scheme for Mobile Crowdsensing
by: Sha Chang, et al.
Published: (2024-08-01)
by: Sha Chang, et al.
Published: (2024-08-01)
Path Forming of Healthcare Practitioners in an Indoor Space Using Mobile Crowdsensing
by: Brixx-John Panlaqui, et al.
Published: (2022-10-01)
by: Brixx-John Panlaqui, et al.
Published: (2022-10-01)
Data quality optimized online task allocation method for mobile crowdsensing
by: Wei ZHANG, et al.
Published: (2020-12-01)
by: Wei ZHANG, et al.
Published: (2020-12-01)
Preference-Matched Multitask Assignment for Group Socialization under Mobile Crowdsensing
by: Mingyuan Zhang, et al.
Published: (2023-02-01)
by: Mingyuan Zhang, et al.
Published: (2023-02-01)
Energy-Efficient Crowdsensing of Human Mobility and Signal Levels in Cellular Networks
by: Paweł Foremski, et al.
Published: (2015-09-01)
by: Paweł Foremski, et al.
Published: (2015-09-01)
A Mobile Edge-Based CrowdSensing Framework for Heterogeneous IoT
by: Hanane Lamaazi, et al.
Published: (2020-01-01)
by: Hanane Lamaazi, et al.
Published: (2020-01-01)
Incentives for Delay-Constrained Data Query and Feedback in Mobile Opportunistic Crowdsensing
by: Yang Liu, et al.
Published: (2016-07-01)
by: Yang Liu, et al.
Published: (2016-07-01)
Online Task Allocation Strategy Based on Lyapunov Optimization in Mobile Crowdsensing
by: CHANG Sha, WU Yahui, DENG Su, MA Wubin, ZHOU Haohao
Published: (2023-02-01)
by: CHANG Sha, WU Yahui, DENG Su, MA Wubin, ZHOU Haohao
Published: (2023-02-01)
Transparent and Privacy-Preserving Mobile Crowd-Sensing System with Truth Discovery
by: Ruijuan Jia, et al.
Published: (2025-04-01)
by: Ruijuan Jia, et al.
Published: (2025-04-01)
Multi-Path Transmission Protocol for Video Streaming Over Vehicular Fog Computing Environments
by: Sarra Benzerogue, et al.
Published: (2024-01-01)
by: Sarra Benzerogue, et al.
Published: (2024-01-01)
MCSim: A Multi-access Edge Computing Mobile CrowdSensing simulator
by: Dimitri Belli, et al.
Published: (2025-09-01)
by: Dimitri Belli, et al.
Published: (2025-09-01)
Improving Both Quantity and Quality: Incentive Mechanism for Social Mobile Crowdsensing Architecture
by: Jia Xu, et al.
Published: (2018-01-01)
by: Jia Xu, et al.
Published: (2018-01-01)
Similar Items
-
A privacy-preserving collaborative reputation system for mobile crowdsensing
by: Bayan Hashr Alamri, et al.
Published: (2018-09-01) -
Privacy-Preserving Trust-Aware Group-Based Framework in Mobile Crowdsensing
by: Bayan Hashr Saeed Alamri, et al.
Published: (2022-01-01) -
Resource Management Techniques in Cloud-Fog for IoT and Mobile Crowdsensing Environments
by: Abbas M. Ali Al-muqarm, et al.
Published: (2023-05-01) -
Efficient Path Planning and Truthful Incentive Mechanism Design for Mobile Crowdsensing
by: Xi Tao, et al.
Published: (2018-12-01) -
Review of Mobile Air-Ground Crowdsensing
by: CHENG Wen-hui, ZHANG Qian-yuan, CHENG Liang-hua, XIANG Chao-can, YANG Zhen-dong, SHEN Xin, ZHANG Nai-fan
Published: (2022-11-01)
