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Blockchain-based multi-skill mobile crowdsourcing services

Weize Xu, Hongyue Duan, Xiao Chen, Jie Huang, Deyong Liu, Yichao Chen
2022 EURASIP Journal on Wireless Communications and Networking  
task assignment process.  ...  And we analyzed the challenge problems of multi-skilled spatial crowdsourcing tasks in the blockchain crowdsourcing system.  ...  Author contributions WX proposed the new idea of the paper and participated in the outage performance analysis. HD performed the simulations and drafted the paper.  ... 
doi:10.1186/s13638-022-02135-1 fatcat:n5dtwtcbibcz7amsmr7pxrleve

Fair Task Allocation in Crowdsourced Delivery

Fuat Basik, Bugra Gedik, Hakan Ferhatosmanoglu, Kun-Lung Wu
2018 IEEE Transactions on Services Computing  
However, existing assignment solutions fall short on modeling the dynamic fairness metric. In this work, we introduce a new assignment strategy for crowdsourced delivery tasks.  ...  Since redundant assignments are not possible in delivery tasks, we first introduce a 2-phase allocation model that increases the reliability of a worker to complete a given task.  ...  RELATED WORK We discuss the related work in the areas of crowdsourcing, including spatial crowdsourcing and fairness. Crowdsourcing.  ... 
doi:10.1109/tsc.2018.2854866 fatcat:kuoweqzbnvckpifxfbi2q46qj4

Towards Clasification Exploration in Spatial Crowdsourcing Domain: A Systematic Literature Review

Shirley Salimun
2021 Turkish Journal of Computer and Mathematics Education  
It basically, aims to identify several issues like trend in publication and crowdcomputing areas that studies task assignment in crowdsourcing.  ...  Today, spatial crowdsourcing concept has been widely applied in various fields. The increasing ofmobile user and adoption of social network has catalyst spatial crowdsourcing growth.  ...  The search string used in this study is ("spatial" OR "spatial crowdsourcing" OR "crowdsourcing" AND "assign" OR "assignment").  ... 
doi:10.17762/turcomat.v12i3.1026 fatcat:smlrwikbnzexpoasrqk5lm2cma

Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks [chapter]

Qing Liu, Talel Abdessalem, Huayu Wu, Zihong Yuan, Stéphane Bressan
2016 Lecture Notes in Computer Science  
Spatial crowdsourcing is an activity consisting in outsourcing spatial tasks to a community of online, yet on-ground and mobile, workers.  ...  We study the assignment of spatial tasks to workers. A sequence of sets of spatial tasks is assigned to workers as they arrive.  ...  Conclusion In this paper, we study the problem of assigning spatial tasks to crowd workers in the spatial crowdsourcing scenario.  ... 
doi:10.1007/978-3-319-32025-0_1 fatcat:xepf3aet3jhb5atzsyge2dodzy

Spatial Crowdsourcing: Challenges and Opportunities

Lei Chen, Cyrus Shahabi
2016 IEEE Data Engineering Bulletin  
However, to develop a spatial crowdsourcing platform, effective and efficient solutions for motivating workers, mining workers' profiles, assigning tasks, aggregating results and controlling data quality  ...  This type of crowdsourcing is called spatial crowdsourcing.  ...  Task Assignment In task assignment, we need to design solutions to assign spatial crowd sourcing tasks to workers.  ... 
dblp:journals/debu/0002S16 fatcat:fb4s2vddlrf4hgazjsmqglut44

Proximity-Aware Worker Preferred Task Allocation for Spatial Crowdsourcing

Nellissery Cheryl Anto Jaya, G P Sajeev
2020 Procedia Computer Science  
Spatial crowdsourcing is a paradigm of crowdsourcing, that extends beyond the traditional web-based crowdsourcing by including physical entities of the geographic system.  ...  The task allocation on a spatial crowdsourcing platform based on proximity between task and worker is challenging since the worker must be physically present at the location to complete the task.  ...  Considering location data is exact it is still not enough to assign tasks correctly. The way in which the distance is calculated plays a role in the correct task assignment.  ... 
doi:10.1016/j.procs.2020.04.126 fatcat:yc6wqgvpkva2vbyyqixbwsce2e

TASC-MADM: Task Assignment in Spatial Crowdsourcing Based on Multiattribute Decision-Making

Yunhui Li, Liang Chang, Long Li, Xuguang Bao, Tianlong Gu, Qing Yang
2021 Security and Communication Networks  
The methodology, formulating a reasonable task assignment to find the most suitable workers for a task and achieving the desired objectives, is the most fundamental challenge in spatial crowdsourcing.  ...  To address the above issues, we proposed a task assignment approach in spatial crowdsourcing based on multiattribute decision-making (TASC-MADM), with the dual objectives of improving the performance as  ...  All three core issues in spatial crowdsourcing are involved in task assignment. us, the task assignment is considered as the most fundamental challenge in spatial crowdsourcing [11] . e task assignment  ... 
doi:10.1155/2021/5448397 fatcat:owhb76iztvfr7pn7f2etz52g3u

Specialty-Aware Task Assignment in Spatial Crowdsourcing [article]

Tianshu Song, Feng Zhu, Ke Xu
2018 arXiv   pre-print
In spatial crowdsourcing, spatial tasks are sent to workers based on their locations.  ...  In this paper, we study the problem of specialty-aware task assignment in spatial crowdsourcing, where each worker has fine-grained charge for each of their skills, and the goal is to maximize the total  ...  Task Assignment in Spatial Crowdsourcing The research on task assignment in spatial crowdsourcing mainly includes two parts: micro-task assignment and specialty-aware task assignment.  ... 
arXiv:1804.07550v1 fatcat:de5yzceysnfc7glvt7wfimdawq

Task matching and scheduling for multiple workers in spatial crowdsourcing

Dingxiong Deng, Cyrus Shahabi, Linhong Zhu
2015 Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems - GIS '15  
Our goal is to solve the spatial crowdsourcing problem in the presence of multiple workers where we optimize for both travel cost and the number of completed tasks, while taking the tasks' expiration times  ...  A new platform, termed spatial crowdsourcing, is emerging which enables a requester to commission workers to physically travel to some specified locations to perform a set of spatial tasks (i.e., tasks  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of any of the sponsors such as the National Science  ... 
doi:10.1145/2820783.2820831 dblp:conf/gis/DengSZ15 fatcat:6jae6lg4fjht7mkj6kv355pf7i

A Survey on Location Privacy-Preserving Mechanisms in Mobile Crowdsourcing

Arwa Bashanfar, Eman Al-Zahrani, Maram Alutebei, Wejdan Aljagthami, Suhari Alshehri
2019 International Journal of Advanced Computer Science and Applications  
In this paper, we discuss location privacy threats and analyze some recently proposed mechanisms that targeted location privacy in mobile crowdsourcing.  ...  Mobile Crowdsourcing (MCS) surfaced as a new affluent method for data collection and processing as a result of the boom of sensor-rich mobile devices popularity.  ...  The two-level task assignment algorithm is performed when a requester generates a spatial task as shown in Fig. 4 .  ... 
doi:10.14569/ijacsa.2019.0100782 fatcat:7onj3kjy2jdsflanotwga3hcyy

An experimental evaluation of task assignment in spatial crowdsourcing

Peng Cheng, Xun Jian, Lei Chen
2018 Proceedings of the VLDB Endowment  
Thus, it is hard to compare the performances of existing algorithms on task assignment in spatial crowdsourcing.  ...  In this paper, we present a comprehensive experimental comparison of most existing algorithms on task assignment in spatial crowdsourcing.  ...  algorithms to solve the task assignment problems in general spatial crowdsourcing.  ... 
doi:10.14778/3236187.3236196 fatcat:zxtrd7222nd55hwv73d2mb4pey

An Online Task Assignment based on Quality Constraint for Spatio-temporal Crowdsourcing

Qingxian Pan, Tingwei Pan, Hongbin Dong, Yingjie Wang, Shan Jiang, Zengxuan Yin
2019 IEEE Access  
Task assignment is one of the core issues of spatio-temporal crowdsourcing technology.  ...  In term of time cost, QCA is only 8% of Adaptive RT. INDEX TERMS Automatic negotiation, quality constraint, spatio-temporal crowdsourcing, task assignment, three types of objects.  ...  [16] identified the more practical micro-task allocation problem, called the Global Online Micro-task Allocation(GOMA) in spatial crowdsourcing.  ... 
doi:10.1109/access.2019.2942155 fatcat:6bkfmabgirfrxbsohfsr3dzq5e

Delay-Sensitive Task Assignment for Spatial Crowdsourcing

Yunhui Li, Liang Chang, Long Li, Tieyuan Liu, Tianlong Gu, Yunchuan Guo
2022 Security and Communication Networks  
The task assignment has been a focus of the research community due to its importance in spatial crowdsourcing.  ...  In spatial crowdsourcing, mobile workers are recruited to perform special tasks related to location and time.  ...  In spatial crowdsourcing, users involve the requester and worker. e location-specific tasks are published online by task requesters. e workers accept the tasks assigned by the SC server.  ... 
doi:10.1155/2022/3191761 fatcat:k7yzdtryvra3jcm5w23r4vdxfu

Scheduling Human Intelligence Tasks in Multi-Tenant Crowd-Powered Systems

Djellel Eddine Difallah, Gianluca Demartini, Philippe Cudré-Mauroux
2016 Proceedings of the 25th International Conference on World Wide Web - WWW '16  
In this paper, we propose a new crowdsourcing system architecture that leverages scheduling algorithms to optimize task execution in a shared resources environment, in this case a crowdsourcing platform  ...  Our experimental results show that task scheduling can be leveraged to achieve fairness and reduce query latency in multi-tenant crowd-powered systems, although with very di↵erent tradeo↵s compared to  ...  In order to schedule batches with higher priority first (see R2 in Section 4.2), weighted fair scheduling can be used, in order assign a task from the jobs with the least running tasks/task priority value  ... 
doi:10.1145/2872427.2883030 dblp:conf/www/DifallahDC16 fatcat:pad6kkdo4ze75ksvyqzq6fmf4y

Task Assignment on Spatial Crowdsourcing [Experiments and Analyses] (Technical Report) [article]

Peng Cheng, Xun Jian, Lei Chen
2018 arXiv   pre-print
Thus, it is hard to compare the performances of existing algorithms on task assignment in spatial crowdsourcing.  ...  In this paper, we present a comprehensive experimental comparison of most existing algorithms on task assignment in spatial crowdsourcing.  ...  algorithms to solve the task assignment problems in general spatial crowdsourcing.  ... 
arXiv:1605.09675v5 fatcat:653a5iosijbvlnljpbkuyzmpd4
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